Publications
Contents
- 1 Annual Reports
- 2 Intelligent systems lab journal publications
- 3 Intelligent systems lab conference publications
- 4 Intelligent systems lab Licentiate and PhD Theses
- 5 Intelligent systems lab edited conference proceedings
- 6 Intelligent systems lab book chapters
- 7 Intelligent systems lab reports
- 8 Intelligent systems lab publications (Other)
- 9 Student Theses
Annual Reports
CAISR Annual Report 2012[1]
CAISR Annual Report 2013[2]
CAISR Annual Report 2014[3]
CAISR Annual Report 2015[4]
CAISR Annual Report 2016[5]
CAISR Annual Report 2017[6]
CAISR Annual Report 2018[7]
Intelligent systems lab journal publications
Alexander Galozy, Sławomir Nowaczyk, Anita Sant'Anna, Mattias Ohlsson, Markus Lingman (2020). Pitfalls of medication adherence approximation through EHR and pharmacy records : Definitions, data and computation. International Journal of Medical Informatics.
Ece Calikus, Sławomir Nowaczyk, Anita Sant'Anna, Onur Dikmen (2020). No Free Lunch But A Cheaper Supper : A General Framework for Streaming Anomaly Detection. Expert systems with applications.
Juhee Bae, Tove Helldin, Maria Riveiro, Sławomir Nowaczyk, Mohamed-Rafik Bouguelia, Göran Falkman (2020). Interactive Clustering: A Comprehensive Review. ACM Computing Surveys.
Juhee Bae, Tove Helldin, Maria Riveiro, Sławomir Nowaczyk, Mohamed-Rafik Bouguelia, Göran Falkman (2020). Interactive Clustering: A Comprehensive Review. ACM Computing Surveys.
Miguel Angel Ortiz-Barrios, Jens Lundström, Jonathan Synnott, Eric Järpe, Anita Sant'Anna (2020). Complementing real datasets with simulated data : a regression-based approach. Multimedia tools and applications.
Rebeen Ali Hamad, Alberto Salguero Hidalgo, Mohamed-Rafik Bouguelia, Macarena Espinilla Estevez, Javier Medina Quero (2020). Efficient Activity Recognition in Smart Homes Using Delayed Fuzzy Temporal Windows on Binary Sensors. IEEE journal of biomedical and health informatics.
Shiraz Farouq, Stefan Byttner, Mohamed-Rafik Bouguelia, Natasa Nord, Henrik Gadd (2020). Large-scale monitoring of operationally diverse district heating substations : A reference-group based approach. Engineering applications of artificial intelligence.
Slavka Viteckova, Siddhartha Khandelwal, Patrik Kutilek, Radim Krupicka, Zoltan Szabo (2020). Gait symmetry methods : Comparison of waveform-based Methods and recommendation for use. Biomedical Signal Processing and Control.
Yuantao Fan, Sławomir Nowaczyk, Thorsteinn Rögnvaldsson (2020). Transfer learning for remaining useful life prediction based on consensus self-organizing models.
Yuantao Fan, Sławomir Nowaczyk, Thorsteinn Rögnvaldsson (2020). Transfer learning for remaining useful life prediction based on consensus self-organizing models..
Zayed M Yasin, Philip D Anderson, Markus Lingman, Japneet Kwatra, Awais Ashfaq, Jonathan E Slutzman, Björn Agvall (2020). Receiving care according to national heart failure guidelines is associated with lower total costs – an observational study in Region Halland, Sweden. European Heart Journal - Quality of Care and Clinical Outcomes.
Awais Ashfaq, Stefan Lönn, Håkan Nilsson, Jonny Eriksson, Japneet Kwatra, Zayed Yasin, Jonathan E Slutzman, Thomas Wallenfeldt, Ziad Obermeyer, Philip D Anderson, Markus Lingman (2019). Data resource profile : Regional healthcare information platform in Halland, Sweden, a dedicated environment for healthcare research. International Journal of Epidemiology.
Awais Ashfaq, Anita Sant'Anna, Markus Lingman, Sławomir Nowaczyk (2019). Readmission prediction using deep learning on electronic health records. Journal of Biomedical Informatics.
Awais Ashfaq, Stefan Lönn, Håkan Nilsson, Jonny Eriksson, Japneet Kwatra, Zayed Yasin, Jonathan Slutzman, Thomas Wallenfeldt, Ziad Obermeyer, Philip Anderson, Markus Lingman (2019). Data Profile : Regional Healthcare Information Platform in Halland, Sweden. International Journal of Epidemiology.
Awais Ashfaq, Stefan Lönn, Håkan Nilsson, Jonny Eriksson, Japneet Kwatra, Zayed Yasin, Jonathan E Slutzman, Thomas Wallenfeldt, Ziad Obermeyer, Philip D Anderson, Markus Lingman (2019). Data Profile : Regional healthcare information platform in Halland, Sweden, a dedicated environment for healthcare research. International Journal of Epidemiology.
Ece Calikus, Sławomir Nowaczyk, Anita Sant'Anna, Onur Dikmen (2019). No Free Lunch But A Cheaper Supper: A General Framework for Streaming Anomaly Detection.
Ece Calikus, Sławomir Nowaczyk, Anita Sant'Anna, Henrik Gadd, Sven Werner (2019). A data-driven approach for discovering heat load patterns in district heating. Applied Energy.
Fabio Mendoza-Palechor, Maria Luiza Recena Menezes, Anita Sant'Anna, Miguel Ortiz-Barrios, Anas Samara, Leo Galway (2019). Affective recognition from EEG signals : an integrated data-mining approach. Journal of Ambient Intelligence and Humanized Computing.
Fernando Alonso-Fernandez, Reuben A. Farrugia, Josef Bigun, Julian Fierrez, Ester Gonzalez-Sosa (2019). A Survey of Super-Resolution in Iris Biometrics with Evaluation of Dictionary-Learning. IEEE Access.
Hassan Mashad Nemati, Anita Sant'Anna, Sławomir Nowaczyk (2019). Analyzing and Modeling Propagation of SmartMeters' Alarms in Low-Voltage Grids. (in preparation).
Margaretha Norell Pejner, Wagner Ourique de Morais, Jens Lundström, Hélène Laurell, Ingela Skärsäter (2019). A Smart Home System for Information Sharing, Health Assessments, and Medication Self-Management for Older People : Protocol for a Mixed-Methods Study. JMIR Research Protocols.
Mathias Carl Blom, Awais Ashfaq, Anita Sant'Anna, Philip D. Anderson, Markus Lingman (2019). Training machine learning models to predict 30-day mortality in patients discharged from the emergency department : a retrospective, population based registry study. BMJ Open.
Mohamed Zarzoura, Pablo Del Moral, Mohammed I. Awad, Farid A. Tolbah (2019). Investigation into reducing anthropomorphic hand degrees of freedom while maintaining human hand grasping functions. Proceedings of the Institution of mechanical engineers. Part H, journal of engineering in medicine.
Naveed Muhammad, Björn Åstrand (2019). Predicting Agent Behaviour and State for Applications in a Roundabout-Scenario Autonomous Driving. Sensors.
Peyman Sheikholharam Mashhadi, Sławomir Nowaczyk, Sepideh Pashami (2019). Stacked Ensemble of Recurrent Neural Networks for Predicting Turbocharger Remaining Useful Life. Applied Sciences.
Reza Khoshkangini, Sepideh Pashami, Sławomir Nowaczyk (2019). Warranty Claim Rate Prediction using Logged Vehicle Data. Lecture Notes in Computer Science.
Taha Khan, Lina Lundgren, David G. Anderson, Irena Novak, Mark Dougherty, Antanas Verikas, Misha Pavel, Holly Jimison, Sławomir Nowaczyk, Vered Aharonson (2019). Assessing Parkinson's disease severity using speech analysis in non-native speakers. Computer speech & language (Print).
Xudong Teng, Xin Zhang, Yuantao Fan, Dong Zhang (2019). Evaluation of Cracks in Metallic Material Using a Self-Organized Data-Driven Model of Acoustic Echo-Signal. Applied Sciences.
Ece Calikus, Sławomir Nowaczyk, Anita Sant'Anna, Stefan Byttner (2018). Ranking Abnormal Substations by Power Signature Dispersion. Energy Procedia.
Evaldas Vaiciukynas, Matej Uličný, Sepideh Pashami, Sławomir Nowaczyk (2018). Learning Low-Dimensional Representation of Bivariate Histogram Data. IEEE transactions on intelligent transportation systems (Print).
Hassan Mashad Nemati, A. Laso, M. Manana, Anita Sant'Anna, Sławomir Nowaczyk (2018). Stream Data Cleaning for Dynamic Line Rating Application. Energies.
Martin Cooney, Maria Luiza Recena Menezes (2018). Design for an Art Therapy Robot : An Explorative Review of the Theoretical Foundations for Engaging in Emotional and Creative Painting with a Robot. Multimodal Technologies Interact. Special Issue Emotions in Robots: Embodied Interaction in Social and Non-Social Environments.
Mohamed-Rafik Bouguelia, Alexander Karlsson, Sepideh Pashami, Sławomir Nowaczyk, Anders Holst (2018). Mode tracking using multiple data streams. Information Fusion.
Mohamed-Rafik Bouguelia, Sławomir Nowaczyk, Amir H. Payberah (2018). An adaptive algorithm for anomaly and novelty detection in evolving data streams. Data mining and knowledge discovery.
Naveed Muhammad, Björn Åstrand (2018). Intention Estimation Using Set of Reference Trajectories as Behaviour Model. Sensors.
Ram P. Krish, Julian Fierrez, Daniel Ramos, Fernando Alonso-Fernandez, Josef Bigun (2018). Improving Automated Latent Fingerprint Identification Using Extended Minutia Types. Information Fusion.
Saeed Gholami Shahbandi, Martin Magnusson, Karl Iagnemma (2018). Nonlinear Optimization of Multimodal Two-Dimensional Map Alignment With Application to Prior Knowledge Transfer. IEEE Robotics and Automation Letters.
Saeed Gholami Shahbandi, Martin Magnusson (2018). 2D Map Alignment With Region Decomposition. Autonomous Robots.
Shuai Zhang, Christopher Nugent, Jens Lundström, Min Sheng (2018). Ambient Assisted Living for Improvement of Health and Quality of Life—A Special Issue of the Journal of Informatics. Informatics.
Stefan K. Ericson, Björn Åstrand (2018). Analysis of two visual odometry systems for use in an agricultural field environment. Biosystems Engineering.
Tadas Rimavičius, Adas Gelžinis, Antanas Verikas, Evaldas Vaiciukynas, Marija Bačauskiene, Aleksėj Šaškov (2018). Automatic benthic imagery recognition using a hierarchical two-stage approach. Signal, Image and Video Processing.
Thorsteinn Rögnvaldsson, Sławomir Nowaczyk, Stefan Byttner, Rune Prytz, Magnus Svensson (2018). Self-monitoring for maintenance of vehicle fleets. Data mining and knowledge discovery.
Andreas Ranftl, Fernando Alonso-Fernandez, Stefan Karlsson, Josef Bigun (2017). A Real-Time AdaBoost Cascade Face Tracker Based on Likelihood Map and Optical Flow. IET Biometrics.
Antanas Verikas, James Parker, Marija Bacauskiene, M. Charlotte Olsson (2017). Exploring relations between EMG and biomechanical data recorded during a golf swing. Expert systems with applications.
Evaldas Vaiciukynas, Antanas Verikas, Adas Gelzinis, Marija Bacauskiene (2017). Detecting Parkinson's disease from sustained phonation and speech signals. PLoS ONE.
Hassan Mashad Nemati, Anita Sant'Anna, Sławomir Nowaczyk, Jan Henning Jürgensen, Patrik Hilber (2017). Reliability Evaluation of Power Cables Considering the Restoration Characteristic.
Jonas Minelga, Antanas Verikas, Evaldas Vaiciukynas, Adas Gelzinis, Marija Bacauskiene (2017). A Transparent Decision Support Tool in Screening for Laryngeal Disorders Using Voice and Query Data. Applied Sciences: APPS.
Maria Luiza Recena Menezes, A. Samara, L. Galway, Anita Sant'Anna, Antanas Verikas, Fernando Alonso-Fernandez, H. Wang, R. Bond (2017). Towards emotion recognition for virtual environments : an evaluation of eeg features on benchmark dataset. Personal and Ubiquitous Computing.
Martin Cooney, Anita Sant'Anna (2017). Avoiding Playfulness Gone Wrong: Exploring Multi-objective Reaching Motion Generation in a Social Robot. International Journal of Social Robotics.
Martin Cooney, Josef Bigun (2017). PastVision+ : Thermovisual Inference of Recent Medicine Intake by Detecting Heated Objects and Cooled Lips. Frontiers in Robotics and AI.
Mohamed-Rafik Bouguelia, Ramon Gonzalez, Karl Iagnemma, Stefan Byttner (2017). Unsupervised classification of slip events for planetary exploration rovers. Journal of terramechanics.
Mohamed-Rafik Bouguelia, Sławomir Nowaczyk, K. C. Santosh, Antanas Verikas (2017). Agreeing to disagree : active learning with noisy labels without crowdsourcing. International Journal of Machine Learning and Cybernetics.
Petras Ražanskas, Antanas Verikas, Per-Arne Viberg, Charlotte M. Olsson (2017). Predicting physiological parameters in fatiguing bicycling exercises using muscle activation timing. Biomedical Signal Processing and Control.
Siddhartha Khandelwal, Nicholas Wickström (2017). Novel methodology for estimating Initial Contact events from accelerometers positioned at different body locations. Gait & Posture.
Thorsteinn Rögnvaldsson, Justen Manasa, Vici Varghese, Sergei Kosakovsky Pond, Soo-Yon Rhee, Philip Tzou, Jeffrey Fessel, Karen Jang, Elizabeth White, David Katzenstein, Robert Shafer (2017). Evolution of gag and gp41 in Patients Receiving Ritonavir-Boosted Protease Inhibitors. Scientific Reports.
Antanas Verikas, Evaldas Vaiciukynas, Adas Gelzinis, James Parker, M. Charlotte Olsson (2016). Electromyographic Patterns during Golf Swing : Activation Sequence Profiling and Prediction of Shot Effectiveness. Sensors.
Evaldas Vaiciukynas, Antanas Verikas, Adas Gelzinis, Marija Bacauskiene, Kestutis Vaskevicius, Virgilijus Uloza, Evaldas Padervinskis, Jolita Ciceliene (2016). Fusing Various Audio Feature Sets for Detection of Parkinson’s Disease from Sustained Voice and Speech Recordings. Lecture Notes in Computer Science.
Guilherme Antonio Camelo, Maria Luiza Recena Menezes, Anita Sant'Anna, Rosa Maria Vicari, Carlos Eduardo Pereira (2016). Control of Smart Environments Using Brain Computer Interface Based on Genetic Algorithm. Lecture Notes in Computer Science.
Hassan Mashad Nemati, Yuantao Fan, Fernando Alonso-Fernandez (2016). Hand Detection and Gesture Recognition Using Symmetric Patterns. Studies in Computational Intelligence.
Heinz Hofbauer, Fernando Alonso-Fernandez, Josef Bigun, Andreas Uhl (2016). Experimental Analysis Regarding the Influence of Iris Segmentation on the Recognition Rate. IET Biometrics.
Henrik Skov Midtiby, Björn Åstrand, Ole Jørgensen, Rasmus Nyholm Jørgensen (2016). Upper limit for context-based crop classification in robotic weeding applications. Biosystems Engineering.
Irina Olenina, Evaldas Vaiciukynas, Sigitas Sulcius, Ricardas Paskauskas, Antanas Verikas, Adas Gelzinis, Marija Bacauskiene, Vilma Bertasiute, Sergej Olenin (2016). The dinoflagellate Prorocentrum cordatum at the edge of the salinity tolerance : The growth is slower but cells are larger. Estuarine, Coastal and Shelf Science.
Jens Lundström, Eric Järpe, Antanas Verikas (2016). Detecting and exploring deviating behaviour of smart home residents. Expert systems with applications.
Peter Mühlfellner, Mathias Bürki, Mike Bosse, Wojciech Derendarz, Roland Philippsen, Paul Furgale (2016). Summary Maps for Lifelong Visual Localization. Journal of Field Robotics.
Siddhartha Khandelwal, Nicholas Wickström (2016). Evaluation of the performance of accelerometer-based gait event detection algorithms in different real-world scenarios using the MAREA gait database. Gait & Posture.
Siddhartha Khandelwal, Nicholas Wickström (2016). Gait Event Detection in Real-World Environment for Long-Term Applications : Incorporating Domain Knowledge into Time-Frequency Analysis. IEEE transactions on neural systems and rehabilitation engineering.
Susanna Spinsante, Alberto Angelici, Jens Lundström, Macarena Espinilla, Ian Cleland, Christopher Nugent (2016). A Mobile Application for Easy Design and Testing of Algorithms to Monitor Physical Activity in the Workplace. International Journal of Mobile Information Systems.
Walid Taha, Yingfu Zeng, Adam Duracz, Fei Xu, Kevin Atkinson, Paul Brauner, Robert Cartwright, Roland Philippsen (2016). Developing a first course on cyber-physical systems. ACM SIGBED Review.
Yingfu Zeng, Rose Chad, Walid Taha, Adam Duracz, Kevin Atkinson, Roland Philippsen, Robert Cartwright, Marcia O'Malley (2016). Modeling Electromechanical Aspects of Cyber-Physical Systems. Journal of Software Engineering for Robotics.
Yuantao Fan, Maytheewat Aramrattana, Saeed Gholami Shahbandi, Hassan Mashad Nemati, Björn Åstrand (2016). Infrastructure Mapping in Well-Structured Environments Using MAV. Lecture Notes in Computer Science.
Adas Gelzinis, Antanas Verikas, Evaldas Vaiciukynas, Marija Bacauskiene, Sigitas Šulčius, Juozas Staniulis, Ričardas Paškauskas (2015). Automatic detection and morphological delineation of bacteriophages in electron microscopy images. Computers in Biology and Medicine.
Antanas Verikas, Adas Gelzinis, Marija Bacauskiene, Irina Olenina, Evaldas Vaiciukynas (2015). An Integrated Approach to Analysis of Phytoplankton Images. IEEE Journal of Oceanic Engineering.
Antanas Verikas, Adas Gelzinis, Evaldas Vaiciukynas, Marija Bacauskiene, Jonas Minelga, Magnus Clarin, Virgilijus Uloza, Evaldas Padervinskis (2015). Data dependent random forest applied to screening for laryngeal disorders through analysis of sustained phonation : Acoustic versus contact microphone. Medical Engineering and Physics.
Evaldas Vaiciukynas, Antanas Verikas, Adas Gelzinis, Marija Bacauskiene, Irina Olenina (2015). Exploiting statistical energy test for comparison of multiple groups in morphometric and chemometric data. Chemometrics and Intelligent Laboratory Systems.
Evaldas Vaiciukynas, Antanas Verikas, Adas Gelzinis, Marija Bacauskiene, Jonas Minelga, Magnus Clarin, Evaldas Padervinskis, Virgilijus Uloza (2015). Fusing voice and query data for non-invasive detection of laryngeal disorders. Expert systems with applications.
Fernando Alonso-Fernandez, Anna Mikaelyan, Josef Bigun (2015). Keypoint Description by Symmetry Assessment–Applications in Biometrics.
Fernando Alonso-Fernandez, Josef Bigun (2015). Near-infrared and visible-light periocular recognition with Gabor features using frequency-adaptive automatic eye detection. IET Biometrics.
Fernando Alonso-Fernandez, Josef Bigun (2015). A survey on periocular biometrics research. Pattern Recognition Letters.
Gelzinis Adas, Antanas Verikas, Vaiciukynas Evaldas, Bacauskiene Marija (2015). A novel technique to extract accurate cell contours applied to analysis of phytoplankton images. Machine Vision and Applications.
Jennifer David, Roland Philippsen (2015). Task assignment and trajectory planning in dynamic environments for multiple vehicles. Frontiers in Artificial Intelligence and Applications.
Josef Bigun, Anna Mikaelyan (2015). Dense frequency maps by Structure Tensor and logarithmic scale space : application to forensic fingerprints.
Peter Mühlfellner, Paul Furgale, Wojciech Derendarz, Roland Philippsen (2015). Designing a Relational Database for Long-Term Visual Mapping.
Petras Razanskas, Antanas Verikas, Per-Arne Wiberg, Charlotte Olsson (2015). Time Domain Features of Multi-channel EMG Applied to Prediction of Physiological Parameters in Fatiguing Bicycling Exercises. Frontiers in Artificial Intelligence and Applications.
Petras Ražanskas, Antanas Verikas, Charlotte Olsson, Per-Arne Wiberg (2015). Predicting Blood Lactate Concentration and Oxygen Uptake from sEMG Data during Fatiguing Cycling Exercise. Sensors.
Ram Prasad Krish, Julian Fierrez, Daniel Ramos, Javier Ortega-Garcia, Josef Bigun (2015). Pre-Registration of Latent Fingerprints based on Orientation Field. IET Biometrics.
Ram Prasad Krish, Julian Fierrez, Daniel Ramos, Javier Ortega-Garcia, Josef Bigun (2015). Pre-registration of latent fingerprints based on orientation field. IET Biometrics.
Rune Prytz, Sławomir Nowaczyk, Thorsteinn Rögnvaldsson, Stefan Byttner (2015). Predicting the need for vehicle compressor repairs using maintenance records and logged vehicle data. Engineering applications of artificial intelligence.
Thorsteinn Rögnvaldsson, Stefan Byttner, Rune Prytz, Sławomir Nowaczyk, Magnus Svensson (2015). Wisdom of Crowds for Intelligent Monitoring of Vehicle Fleets.
Thorsteinn Rögnvaldsson, Liwen You, Daniel Garwicz (2015). State of the art prediction of HIV-1 protease cleavage sites. Bioinformatics.
Virgilijus Uloza, Evaldas Padervinskis, Aurelija Vegiene, Ruta Pribuisiene, Viktoras Saferis, Evaldas Vaiciukynas, Adas Gelzinis, Antanas Verikas (2015). Exploring the feasibility of smart phone microphone for measurement of acoustic voice parameters and voice pathology screening. European Archives of Oto-Rhino-Laryngology.
Virgilijus Uloza, Evaldas Padervinskis, Ingrida Uloziene, Viktoras Saferis, Antanas Verikas (2015). Combined Use of Standard and Throat Microphones for Measurement of Acoustic Voice Parameters and Voice Categorization. Journal of Voice.
Yuantao Fan, Sławomir Nowaczyk, Thorsteinn Rögnvaldsson (2015). Incorporating Expert Knowledge into a Self-Organized Approach for Predicting Compressor Faults in a City Bus Fleet. Frontiers in Artificial Intelligence and Applications.
Yuantao Fan, Sławomir Nowaczyk, Thorsteinn Rögnvaldsson (2015). Evaluation of Self-Organized Approach for Predicting Compressor Faults in a City Bus Fleet. Procedia Computer Science.
Evaldas Vaiciukynas, Antanas Verikas, Marija Bacauskiene, Adas Gelzinis, Zvi Kons (2014). Enhancing decision-level fusion through cluster-based partitioning of feature set. The MENDEL Soft Computing journal : International Conference on Soft Computing MENDEL.
Evaldas Vaiciukynas, Antanas Verikas, Adas Gelzinis, Marija Bacauskiene, Zvi Kons, Aharon Satt, Ron Hoory (2014). Fusion of voice signal information for detection of mild laryngeal pathology. Applied Soft Computing.
Gancho Vachkov, Stefan Byttner, Magnus Svensson (2014). Detection of Deviation in Performance of Battery Cells by Data Compression and Similarity Analysis. International Journal of Intelligent Systems.
Jens Lundström, Eric Järpe, Antanas Verikas (2014). Detecting and exploring deviating behaviour of people in their own homes.
Wagner Ourique de Morais, Jens Lundström, Nicholas Wickström (2014). Active In-Database Processing to Support Ambient Assisted Living Systems. Sensors.
Jens Lundström, Antanas Verikas, E Tullander, B Larsson (2013). Assessing, exploring, and monitoring quality of offset colour prints. Measurement.
Jens Lundström, Antanas Verikas (2013). Assessing print quality by machine in offset colour printing. Knowledge-Based Systems.
Intelligent systems lab conference publications
Oskar Dahl, Fredrik Johansson, Reza Khoshkangini, Sepideh Pashami, Sławomir Nowaczyk, Claes Pihl (2020). Understanding Association Between Logged Vehicle Data and Vehicle Marketing Parameters -- Using Clustering and Rule-Based Machine Learning. The 3rd International Conference on Information Management and Processing.
Oskar Dahl, Fredrik Johansson, Reza Khoshkangini, Sepideh Pashami, Sławomir Nowaczyk, Claes Pihl (2020). Understanding Association Between Logged Vehicle Data and Vehicle Marketing Parameters - Using Clustering and Rule-Based Machine Learning. The 3rd International Conference on Information Management and Processing (ICIMP 2020), Portsmouth, United Kingdom, June 11-13, 2020.
Alan Said, Denis Parra, Juhee Bae, Sepideh Pashami (2019). IDM-WSDM 2019 : Workshop on Interactive Data Mining. WSDM '19 : Proceedings of the Twelfth ACM International Conference on Web Search and Data.
Alexander Galozy, Sławomir Nowaczyk, Anita Sant'Anna (2019). Towards Understanding ICU Treatments Using Patient Health Trajectories. 26 June 2019 through 29 June 2019.
Anders Holst, Alexander Karlsson, Juhee Bae, Mohamed-Rafik Bouguelia (2019). Interactive clustering for exploring multiple data streams at different time scales and granularity. 1st Workshop on Interactive Data Mining, WIDM 2019, co-located with 12th ACM International Conference on Web Search and Data Mining, WSDM 2019, 15 February 2019.
Anders Holst, Sepideh Pashami, Juhee Bae (2019). Incremental causal discovery and visualization. 1st Workshop on Interactive Data Mining, WIDM 2019, co-located with 12th ACM International Conference on Web Search and Data Mining, WSDM 2019, 15 February 2019.
Awais Ashfaq, Sławomir Nowaczyk (2019). Machine learning in healthcare - a system's perspective. 25th ACM SIGKDD Workshop on Epidemiology meets Data Mining and Knowledge Discovery (epiDAMIK '19), Anchorage, Alaska, United States, August 5, 2019.
Ece Calikus, Yuantao Fan, Sławomir Nowaczyk, Anita Sant'Anna (2019). Interactive-cosmo : Consensus self-organized models for fault detection with expert feedback. 1st Workshop on Interactive Data Mining, WIDM 2019, co-located with 12th ACM International Conference on Web Search and Data Mining, WSDM 2019, Melbourne, Australia; 15 February, 2019.
Ece Calikus, Yuantao Fan, Sławomir Nowaczyk, Anita Sant'Anna (2019). Interactive-cosmo: Consensus self-organized models for fault detection with expert feedback. Workshop on Interactive Data Mining, The International Conference on Information and Knowledge Management.
Emma Haglund, Anita Sant'Anna, Maria Andersson, Ann Bramander (2019). Dynamic joint stability measured as gait symmetry in people with symptomatic knee osteoarthritis. Annual European Congress of Rheumatology EULAR.
Jennifer David, Wojciech Mostowski, Maytheewat Aramrattna, Yuantao Fan, Mahsa Varshosaz, Patrick Karlsson, Marcus Roden, Anders Bogga, Jakob Carlsen, Emil Johansson, Emil Andersson (2019). Design and Development of a Hexacopter for the Search and Rescue of a Lost Drone. IROS 2019 - Workshop on Challenges in Vision-based Drones Navigation, Macau, China, November 8, 2019.
Kevin Hernandez-Diaz, Fernando Alonso-Fernandez, Josef Bigun (2019). Cross Spectral Periocular Matching using ResNet Features. 12th IAPR International Conference on Biometrics, Crete, Greece, June 4-7, 2019.
Kevin Hernandez-Diaz, Fernando Alonso-Fernandez, Josef Bigun (2019). Cross-Spectral Biometric Recognition with Pretrained CNNs as Generic Feature Extractors. Swedish Symposium on Image Analysis, SSBA, Gothenburg, Swede), March 19-20, 2019.
Kunru Chen, Sepideh Pashami, Yuantao Fan, Sławomir Nowaczyk (2019). Predicting Air Compressor Failures Using Long Short Term Memory Networks. The 19th EPIA Conference on Artificial Intelligence 2019.
Martin Cooney, Linda Ong, Sepideh Pashami, Eric Järpe, Awais Ashfaq (2019). Avoiding improper treatment of dementia patients by care robots. The Dark Side of Human-Robot Interaction: Ethical Considerations and Community Guidelines for the Field of HRI. HRI Workshop, Daegu, South Korea, March 11, 2019.
Martin Cooney, Linda Ong, Sepideh Pashami, Eric Järpe, Awais Ashfaq (2019). Avoiding Improper Treatment of Dementia Patients by Care Robots. The Dark Side of Human-Robot Interaction: Ethical Considerations and Community Guidelines for the Field of HRI. HRI Workshop, Daegu, South Korea, March 11, 2019.
Parivash Pirasteh, Sławomir Nowaczyk, Sepideh Pashami, Magnus Löwenadler, Klas Thunberg, Henrik Ydreskog, Peter Berck (2019). Interactive feature extraction for diagnostic trouble codes in predictive maintenance : A case study from automotive domain. WSDM 2019: The 12th ACM International Conference on Web Search and Data Mining, Melbourne, VIC, Australia, 11-15 February, 2019.
Evaldas Vaiciukynas, Adas Gelzinis, Antanas Verikas, Marija Bacauskiene (2018). Parkinson’s Disease Detection from Speech Using Convolutional Neural Networks. Third EAI International Conference on Smart Objects and Technologies for Social Good, GOODTECHS 2017, Pisa, Italy, November 29-30, 2017.
Fernando Alonso-Fernandez, Josef Bigun, Cristofer Englund (2018). Expression Recognition Using the Periocular Region : A Feasibility Study. The 14th International Conference on Signal Image Technology & Internet Based Systems, SITIS 2018, 26-29 November 2018, Las Palmas de Gran Canaria, Spain.
Kevin Hernandez-Diaz, Fernando Alonso-Fernandez, Josef Bigun (2018). Periocular Recognition Using CNN Features Off-the-Shelf. International Conference of the Biometrics Special Interest Group (BIOSIG), Darmstadt, Germany, Sept. 26-29, 2018.
Maria Luiza Recena Menezes, Anita Sant'Anna, Fernando Alonso-Fernandez (2018). Methodology for Subject Authentification and Identification through EEG signal : equipment's and positioning artifacts. Artificial Intelligence International Conference, A2IC 2018, November 21-23, 2018, Barcelona, Spain.
Maria Luiza Recena Menezes, Anita Sant'Anna, Misha Pavel, Holly Jimison, Fernando Alonso-Fernandez (2018). Affective Ambient Intelligence : from Domotics to Ambient Intelligence. Artificial Intelligence International Conference, A2IC 2018, November 21-23, 2018, Barcelona, Spain.
Martin Cooney, Can Yang, Abhilash Padi Siva, Sanjana Arunesh, Jennifer David (2018). Teaching Robotics with Robot Operating System (ROS) : A Behavior Model Perspective. Workshop on “Teaching Robotics with ROS”, European Robotics Forum 2018, Tampere, Finland, March 15, 2018.
Martin Cooney, Sepideh Pashami, Anita Sant'Anna, Yuantao Fan, Sławomir Nowaczyk (2018). Pitfalls of Affective Computing : How can the automatic visual communication of emotions lead to harm, and what can be done to mitigate such risks?. The Web Conference 2018 (WWW '18), Lyon, France, April 23-27, 2018.
Rebeen Ali Hamad, Eric Järpe, Jens Lundström (2018). Stability analysis of the t-SNE algorithm for human activity pattern data. The 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC2018), Miyazaki, Japan, Oct. 7-10, 2018.
Sepideh Pashami, Anders Holst, Juhee Bae, Sławomir Nowaczyk (2018). Causal discovery using clusters from observational data. FAIM'18 Workshop on CausalML, Stockholm, Sweden, July 15, 2018.
Shiraz Farouq, Stefan Byttner, Henrik Gadd (2018). Towards understanding district heating substation behavior using robust first difference regression. 16th International Symposium on District Heating and Cooling, DHC 2018, 9-12 September, 2018.
Shiraz Farouq, Stefan Byttner, Mohamed-Rafik Bouguelia (2018). On monitoring heat-pumps with a group-based conformal anomaly detection approach. 2018 Internal Conference on Data Science (ICDATA’18), Las Vegas, NV, USA.
Sławomir Nowaczyk, Anita Sant'Anna, Ece Calikus, Yuantao Fan (2018). Monitoring equipment operation through model and event discovery. Intelligent Data Engineering and Automated Learning – IDEAL 2018, 19th International Conference, Madrid, Spain, November 21–23, 2018.
Ana F. Sequeira, Lulu Chen, James Ferryman, Peter Wild, Fernando Alonso-Fernandez, Josef Bigun, Kiran B. Raja, R. Raghavendra, Christoph Busch, Tiago Freitas Pereira, Sébastien Marcel, Sushree Sangeeta Behera, Mahesh Gour, Vivek Kanhangad (2017). Cross-Eyed 2017 : Cross-Spectral Iris/Periocular Recognition Competition. IEEE/IAPR International Joint Conference on Biometrics, IJCB, Denver, Colorado, USA, October 1-4, 2017.
Ana F. Sequeira, Lulu Chen, James Ferryman, Peter Wild, Fernando Alonso-Fernandez, Josef Bigun, Kiran B. Raja, R. Raghavendra, Christoph Busch, Tiago Freitas Pereira, Sébastien Marcel, Sushree Sangeeta Behera, Mahesh Gour, Vivek Kanhangad (2017). Cross-Eyed 2017 : Cross-Spectral Iris/Periocular Recognition Database and Competition. IEEE/IAPR International Joint Conference on Biometrics, IJCB, Denver, Colorado, USA, October 1-4, 2017.
Awais Ashfaq, Jonas Adler (2017). A modified fuzzy C means algorithm for shading correction in craniofacial CBCT images. International Conference on Medical and Biological Engineering 2017.
Fernando Alonso-Fernandez, Kiran B. Raja, Christoph Busch, Josef Bigun (2017). Matcher Fusion for Improved Cross-Sensor Smartphone Periocular Recognition. 2017 25th European Signal Processing Conference (EUSIPCO 2017), Kos Island, Greece, August 28 - 2 September, 2017.
Fernando Alonso-Fernandez, Kiran B. Raja, Christoph Busch, Josef Bigun (2017). Log-Likelihood Score Level Fusion for Improved Cross-Sensor Smartphone Periocular Recognition. 2017 25th European Signal Processing Conference (EUSIPCO 2017), 28 Aug.-2 Sept., 2017, Kos Island, Greece.
Fernando Alonso-Fernandez, Reuben Farrugia, Josef Bigun (2017). Learning-Based Local-Patch Resolution Reconstruction of Iris Smartphone Images. IEEE/IAPR International Joint Conference on Biometrics, IJCB, Denver, Colorado, USA, October 1-4, 2017.
Fernando Alonso-Fernandez, Anna Mikaelyan, Josef Bigun (2017). Compact Multi-scale Periocular Recognition Using SAFE Features. 23rd International Conference on Pattern Recognition (ICPR), Dec 4-8, 2016, Cancun, Mexico.
Fernando Alonso-Fernandez, Reuben Farrugia, Josef Bigun (2017). Learning-Based Local-Patch Resolution Reconstruction of Iris Smart-phone Images. IEEE/IAPR International Joint Conference on Biometrics, IJCB, Denver, Colorado, USA, October 1-4, 2017.
Fernando Alonso-Fernandez, Reuben A. Farrugia, Josef Bigun (2017). Iris Super-Resolution Using Iterative Neighbor Embedding. International Conference on Computer Vision and Pattern Recognition, CVPR, IEEE Computer Society Workshop on Biometrics, Hawaii Convention Center HI, USA, 21-26 Jul, 2017.
Fernando Alonso-Fernandez, Reuben A. Farrugia, Josef Bigun (2017). Improving Very Low-Resolution Iris Identification Via Super-Resolution Reconstruction of Local Patches. 16th International Conference of the Biometrics Special Interest Group (BIOSIG), Darmstadt, Germany, September 20-22, 2017.
Iulian Carpatorea, Sławomir Nowaczyk, Thorsteinn Rögnvaldsson, Johan Lodin (2017). Features extracted from APPES to enable the categorization of heavy-duty vehicle drivers. Intelligent Systems Conference (IntelliSys 2017), London, United Kingdom, 7-8 September, 2017.
Jennifer David, Rafael Valencia, Roland Philippsen, Karl Iagnemma (2017). Local Path Optimizer for an Autonomous Truck in a Harbour Scenario. 11th Conference on Field and Service Robotics (FSR), Zürich, Switzerland, 12-15 September, 2017.
Jennifer David, Rafael Valencia, Roland Philippsen, Pascal Bosshard, Karl Iagnemma (2017). Gradient Based Path Optimization Method for Autonomous Driving. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Vancouver CB, Canada, Sept. 24-28, 2017.
Jennifer David, Rafael Valencia, Roland Philippsen, Pascal Bosshard, Karl Iagnemma (2017). Trajectory Optimizer for an Autonomous Truck in Container Terminal. ICRA 2017, 2 June 2017, Sands Expo and Convention Centre, Marina Bay Sands, Singapore.
João Bentes, Siddhartha Khandelwal, Hampus Carlsson, Marcus Kärrman, Tim Svensson, Nicholas Wickström (2017). Novel System Architecture for Online Gait Analysis. The 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.
Margaretha Norell Pejner, Jens Lundström, Wagner Ourique de Morais, Hélène Laurell, Anna Isaksson, Frida Stranne, Ingela Skärsäter (2017). Smart medication organizer – one way to promote self-management and safety in drug administration in elderly people. Medicinteknikdagarna 2017, Västerås, Sweden, 10-11 October, 2017.
Martin Cooney, Josef Bigun (2017). PastVision: Exploring “Seeing” into the Near Past with Thermal Touch Sensing and Object Detection – For Robot Monitoring of Medicine Intake by Dementia Patients. 30th Annual Workshop of the Swedish Artificial Intelligence Society SAIS 2017, May 15–16, 2017, Karlskrona, Sweden.
Martin Magnusson, Tomasz Piotr Kucner, Saeed Gholami Shahbandi, Henrik Andreasson, Achim J. Lilienthal (2017). Semi-Supervised 3D Place Categorisation by Descriptor Clustering. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Vancouver, Canada, September 24-28, 2017.
Mohamed-Rafik Bouguelia, Sepideh Pashami, Sławomir Nowaczyk (2017). Multi-Task Representation Learning. 30th Annual Workshop of the Swedish Artificial Intelligence Society (SAIS).
Simon Thelin, Oskar Svensson, Stefan Byttner, Yuantao Fan (2017). Indirect Tire Monitoring System - Machine Learning Approach. CAR 2017 - The International Congress of Automotive and Transport Engineering.
Abhishek Gangwar, Akanksha Joshi, Ashutosh Singh, Fernando Alonso-Fernandez, Josef Bigun (2016). IrisSeg : A Fast and Robust Iris Segmentation Framework for Non-Ideal Iris Images. 9th IAPR International Conference on Biometrics, Halmstad, Sweden, June 13-16, 2016.
Ana F. Sequeira, Lulu Chen, Peter Wild, James Ferryman, Fernando Alonso-Fernandez, Josef Bigun, Kiran B. Raja, R. Raghavendra, Christoph Busch (2016). Cross-Eyed : Cross-Spectral Iris/Periocular Recognition Database and Competition. 15th International Conference of the Biometrics Special Interest Group, BIOSIG, Darmstadt, Germany, 21-23 September, 2016.
Anas Samara, Maria Luiza Recena Menezes, Leo Galway (2016). Feature Extraction for Emotion Recognition and Modelling using Neurophysiological Data. 15th International Conference on Ubiquitous Computing and Communications (IUCC) / 8th International Symposium on Cyberspace and Security (CSS), DEC 14-16, 2016, Granada, Spain.
Christopher Nugent, Jonathan Synnott, Celeste Gabrielli, Shuai Zhang, Macarena Espinilla, Alberto Calzada, Jens Lundström, Ian Cleland, Kare Synnes, Josef Hallberg, Susanna Spinsante, Miguel Angel Ortiz Barrios (2016). Improving the Quality of User Generated Data Sets for Activity Recognition. 10th International Conference on Ubiquitous Computing and Ambient Intelligence (UCAmI), NOV 29-DEC 02, 2016, San Bartolome de Tirajana, SPAIN.
Fernando Alonso-Fernandez, Josef Bigun (2016). Periocular biometrics : Databases, Algorithms and Directions. Swedish Symposium on Image Analysis (SSBA), Uppsala, Sweden, March 14-16, 2016.
Fernando Alonso-Fernandez, Josef Bigun (2016). Periocular Biometrics : Databases, Algorithms and Directions. 4th International Conference on Biometrics and Forensics (IWBF), Limassol, Cyprus, March 3-4, 2016.
Fernando Alonso-Fernandez, Reuben Farrugia, Josef Bigun (2016). Very Low-Resolution Iris Recognition Via Eigen-Patch Super-Resolution and Matcher Fusion. 8th IEEE International Conference on Biometrics: Theory, Applications, and Systems, Niagara Falls, Buffalo, USA, September 6-9, 2016.
Fernando Alonso-Fernandez, Anna Mikaelyan, Josef Bigun (2016). Compact Multi-scale Periocular Recognition Using SAFE Feature. 23rd International Conference on Pattern Recognition, ICPR, Cancún, Mexico, 4-8 December, 2016.
Hassan Mashad Nemati, Saeed Gholami Shahbandi, Björn Åstrand (2016). Human Tracking in Occlusion based on Reappearance Event Estimation. 13th International Conference on Informatics in Control, Automation and Robotics, Lisbon, Portugal, 29-31 July, 2016.
Hassan Mashad Nemati, Anita Sant'Anna, Sławomir Nowaczyk (2016). Bayesian Network Representation of Meaningful Patterns in Electricity Distribution Grids. 2016 IEEE International Energy Conference (ENERGYCON), 4-8 April, Leuven, Belgium, 4-8 april, 2016.
Iulian Carpatorea, Sławomir Nowaczyk, Thorsteinn Rögnvaldsson, Marcus Elmer, Johan Lodin (2016). Learning of Aggregate Features for Comparing Drivers Based on Naturalistic Data. IEEE 15th International Conference on Machine Learning and Applications, ICMLA 2016, Anaheim, United States, 18-20 December, 2016.
Jennifer David, Rafael Valencia, Karl Iagnemma (2016). Task Assignment and Trajectory Planning in Dynamic environments for Multiple Vehicles. RSS 2016 Workshop on Task and Motion Planning, Ann Arbor, Michigan, USA, June 19, 2016.
Jens Lundström, Wagner Ourique de Morais, Maria Luiza Recena Menezes, C. Gabrielli, João Bentes, Anita Sant'Anna, Jonathan Synnott, Christopher Nugent (2016). Halmstad intelligent home - Capabilities and opportunities. 3rd International Conference on Internet of Things Technologies for HealthCare, HealthyIoT 2016, Västerås, Sweden, 18 October 2016 through 19 October, 2016.
Jonathan Synnott, Chris Nugent, Shuai Zhang, Alberto Calzada, Ian Cleland, Macarena Espinilla, Javier Medina Quero, Jens Lundström (2016). Environment Simulation for the Promotion of the Open Data Initiative. 2nd IEEE International Conference on Smart Computing (SMARTCOMP), MAY 18-20, 2016, St Louis, MO.
Josef Bigun, Anna Mikaelyan (2016). Frequency map by Structure Tensor in Logarithmic Scale Space and Forensic Fingerprints. 29th IEEE Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2016; Las Vegas; United States; 26 June 2016 through 1 July 2016..
Matej Uličný, Jens Lundström, Stefan Byttner (2016). Robustness of Deep Convolutional Neural Networks for Image Recognition. First International Symposium, ISICS 2016, Mérida, México, March 16-18 2016.
Ramon Gonzalez, Stefan Byttner, Karl Iagnemma (2016). Comparison of Machine Learning Approaches for Soil Embedding Detection of Planetary Exploration Rovers. International Conference of the ISTVS (International Society for Terrain-Vehicle Systems), Detroit, Michigan, USA, 12-14 September, 2016.
Tove Helldin, Maria Riveiro, Sepideh Pashami, Göran Falkman, Stefan Byttner, Sławomir Nowaczyk (2016). Supporting Analytical Reasoning : A Study from the Automotive Industry. 18th International Conference, HCI International 2016, Toronto, Canada, July 17-22, 2016.
Walid Taha, Lars-Göran Hedström, Fei Xu, Adam Duracz, Ferenc A. Bartha, Yingfu Zeng, Jennifer David, Gaurav Gunjan (2016). Flipping a First Course on Cyber-Physical Systems – An Experience Report. Workshop on Embedded and Cyber-Physical Systems Education (WESE 2016), Pittsburgh, PA, USA, Oct. 6th, 2016.
Xudong Teng, Yuantao Fan, Sławomir Nowaczyk (2016). Evaluation of Micro-flaws in Metallic Material Based on A Self-Organized Data-driven Approach. 2016 IEEE International Conference on Prognostics and Health Management, Carleton University, Ottawa, ON, Canada, June 20-22, 2016.
Yuantao Fan, Sławomir Nowaczyk, Thorsteinn Rögnvaldsson, Eric Aislan Antonelo (2016). Predicting Air Compressor Failures with Echo State Networks. Third European Conference of the Prognostics and Health Management Society 2016, Bilbao, Spain, 5-8 July, 2016.
Andreas Ranftl, Fernando Alonso-Fernandez, Stefan Karlsson (2015). Face Tracking Using Optical Flow : Development of a Real-Time AdaBoost Cascade Face Tracker. 14th International Conference of the Biometrics Special Interest Group, BIOSIG, Darmstadt, Germany, 9-11 September, 2015.
Carsten Gottschlich, Anna Mikaelyan, Martin Aastrup Olsen, Josef Bigun, Christoph Busch (2015). Improving Fingerprint Alteration Detection. 9th International Symposium on Image and Signal Processing and Analysis, Zagreb, Croatia, September 7-9, 2015.
Evaldas Vaiciukynas, Antanas Verikas, Adas Gelzinis, Marija Bacauskiene, Jonas Minelga, Magnus Clarin, Evaldas Padervinskis, Virgilijus Uloza (2015). Towards Voice and Query Data-based Non-invasive Screening for Laryngeal Disorders. The 14th International Conference on Artificial Intelligence, Knowledge Engineering and Data Bases (AIKED’15), Tenerife, Canary Islands, Spain, January 10-12, 2015.
Fernando Alonso-Fernandez, Reuben A. Farrugia, Josef Bigun (2015). Eigen-patch iris super-resolution for iris recognition improvement. 23rd European Signal Processing Conference, EUSIPCO, Nice, France, 31 August–4 September, 2015.
Fernando Alonso-Fernandez, Reuben A. Farrugia, Josef Bigun (2015). Reconstruction of Smartphone Images for Low Resolution Iris Recognition. 7th IEEE International Workshop on Information Forensics and Security, WIFS, Rome, Italy, 16-19 November, 2015.
Fernando Alonso-Fernandez, Reuben A. Farrugia, Josef Bigun (2015). Eigen-Patch Iris Super-Resolution For Iris Recognition Improvement. 23rd European Signal Processing Conference, EUSIPCO, Nice, France, 31 August–4 September, 2015.
Fernando Alonso-Fernandez, Anna Mikaelyan, Josef Bigun (2015). Comparison and Fusion of Multiple Iris and Periocular Matchers Using Near-Infrared and Visible Images. 3rd International Workshop on Biometrics and Forensics, IWBF 2015, Gjøvik, Norway, 3-4 March, 2015.
Hassan Mashad Nemati, Anita Sant'Anna, Sławomir Nowaczyk (2015). Reliability Evaluation of Underground Power Cables with Probabilistic Models. The 11th International Conference on Data Mining (DMIN'15), Las Vegas, Nevada, USA, July 27-30, 2015.
Ingela Skärsäter, Magdalena Barkström, Stefan Bergman, Patrik Dahlqvist Jönsson, Fawzi Halila, Anne-Christine Hertz, Jens Nygren, Anita Sant'Anna, Jeanette Sjöberg, Andreas Tylenius (2015). Theme Health Innovation at Halmstad University - research, education and collaboration for welfare technology. 19th International Philosophy of Nursing Society (IPONS) Conference, August 24-26 2015, Stockholm, Sweden.
Jens Lundström, Wagner Ourique de Morais, Martin Cooney (2015). A Holistic Smart Home Demonstrator for Anomaly Detection and Response. SmartE: Closing the Loop – The 2nd IEEE PerCom Workshop on Smart Environments, St. Louis, Missouri, USA, March 23-27, 2015.
Jens Lundström, Jonathan Synnott, Eric Järpe, Christopher Nugent (2015). Smart Home Simulation using Avatar Control and Probabilistic Sampling. SmartE: Closing the Loop – The 2nd IEEE PerCom Workshop on Smart Environments, St. Louis, Missouri, USA, March 23-27, 2015.
Karin Anna Weman-Josefsson, Fawzi Halila, Urban Johnson, Nicholas Wickström, Pontus Wärnestål (2015). Digital Innovations and Self-determined exercise motivation : an interdisciplinary approach. The 6th International Multi-Conference on Complexity, Informatics and Cybernetics: IMCIC 2015, Orlando, Florida, United States, March 10-13, 2015.
Karin Weman Josefsson, Fawzi Halila, Urban Johnson, Nicholas Wickström, Pontus Wärnestål (2015). Digital interventions in self-determined exercise motivation – interdisciplinary innovations. ISBNPA 2015 - Conference for International Society for Behavioral Nutrition and Physical Activity, Advancing Behavior Change Science, 3rd - 6th June, 2015, Edinburgh, Scotland.
Karin Weman Josefsson, Esbjörn Ebbesson, Fawzi Halila, Urban Johnson, Jesper Lund, Nicholas Wickström, Pontus Wärnestål (2015). Application of self-determination theory in the e-health industry – promoting sustainable exercise motivation. 14th European Congress of Sport Psychology, FEPSAC 2015, Bern, Switzerland, July 14-19th, 2015.
Martin Cooney, Stefan Karlsson (2015). Impressions of Size-Changing in a Companion Robot. 2nd International Conference on Physiological Computing Systems, PhyCS 2015, ESEO, Angers, Loire Valley, France, 11-13 February, 2015.
Saeed Gholami Shahbandi, Björn Åstrand, Roland Philippsen (2015). Semi-Supervised Semantic Labeling of Adaptive Cell Decomposition Maps in Well-Structured Environments. 7th European Conference on Mobile Robots 2015, Lincoln, United Kingdom, 2-4 September, 2015.
Ulf Holmberg, Dominique Bonvin (2015). A pole-projection approach to robust control design. 1999 European Control Conference, ECC 1999, Karlsruhe, Germany, 31 August-3 September, 1999.
Walid Taha, Adam Duracz, Yingfu Zeng, Kevin Atkinson, Ferenc Ágoston Bartha, Paul Brauner, Jan Duracz, Fei Xu, Robert Cartwright, Michal Konečný, Eugenio Moggi, Jawad Masood, Björn Pererik Andreasson, Jun Inoue, Anita Sant'Anna, Roland Philippsen, Alexandre Chapoutot, Marcia O'Malley, Aaron Ames, Veronica Gaspes, Lise Hvatum, Shyam Mehta, Henrik Eriksson, Christian Grante (2015). Acumen : An Open-source Testbed for Cyber-Physical Systems Research. EAI International Conference on CYber physiCaL systems, iOt and sensors Networks (CYCLONE '15), Rome, Italy, October 26, 2015.
Adas Gelzinis, Antanas Verikas, Evaldas Vaiciukynas, Marija Bacauskiene, Jonas Minelga, Magnus Clarin, Virgilijus Uloza, Evaldas Padervinskis (2014). Exploring sustained phonation recorded with acoustic and contact microphones to screen for laryngeal disorders. CICARE 2014 – 2014 IEEE Symposium on Computational Intelligence in Healthcare and e-health, Orlando, Florida, USA, December 9-12, 2014.
Anita Sant'Anna (2014). Activity monitoring as a tool for person-centered care : preliminary report. 2014 IEEE International Conference on Bioinformatics and Biomedicine, Belfast, United Kingdom, 2-5 November, 2014.
Anita Sant'Anna (2014). Activity monitoring as a tool for person-centered care: preliminary report. IEEE International Conference on Bioinformatics and Biomedicine - Workshop.
Anita Sant'Anna, Robert Bass (2014). A New Two-Degree-of-Freedom Space Heating Model for Demand Response. 3rd International Conference on Smart Grids and Green IT Systems - SMARTGREENS 2014, Barcelona, Spain, 3-4 April, 2014.
Anna Mikaelyan, Josef Bigun (2014). Symmetry Assessment by Finite Expansion : Application to forensic fingerprints. 13th International Conference of the Biometrics Special Interest Group (BIOSIG), Darmstadt, Germany, 10-12 September, 2014.
Anna Mikaelyan, Josef Bigun (2014). SAFE features for matching fingermarks by neighbourhoods of single minutiae. 14th International Symposium on Communications and Information Technologies (ISCIT 2014), Incheon, South Korea, September 24-26, 2014.
Anna Mikaelyan, Josef Bigun (2014). Symmetry Assessment by Finite Expansion : application to forensic fingerprints. 2014 International Conference of the Biometrics Special Interest Group (BIOSIG), Darmstadt, Germany, 10-12 September, 2014.
Anna Mikaelyan, Fernando Alonso-Fernandez, Josef Bigun (2014). Periocular Recognition by Detection of Local Symmetry Patterns. Workshop on Insight on Eye Biometrics (IEB) in conjunction with The 10th International Conference on Signal Image Technology & Internet Based Systems (SITIS), Marrakech, Morocco, 23-27 November, 2014.
Björn Åstrand, Saeed Gholami Shahbandi (2014). Modeling of a Large Structured Environment With a Repetitive Canonical Geometric-Semantic Model. TAROS 2014 Towards Autonomous Robotic Systems.
Björn Åstrand, Saeed Gholami Shahbandi (2014). Modeling of a Large Structured Environment : With a Repetitive Canonical Geometric-Semantic Model. 15th Annual Conference, TAROS (Towards Autonomous Robotic Systems) 2014, Birmingham, United Kingdom, September 1-3, 2014.
Fernando Alonso-Fernandez, Josef Bigun (2014). Best Regions for Periocular Recognition with NIR and Visible Images. IEEE International Conference on Image Processing, ICIP, Paris, France, 27-30 October, 2014.
Fernando Alonso-Fernandez, Josef Bigun (2014). Fake Iris Detection: A Comparison Between Near-Infrared and Visible Images. Workshop on Insight on Eye Biometrics, IEB, in conjunction with the International Conference on Signal Image Technology & Internet Based Systems, SITIS, Marrakech, Morocco, 23-27 November, 2014.
Intelligent systems lab Licentiate and PhD Theses
Ece Calikus (2020). Self-Monitoring using Joint Human-Machine Learning : Algorithms and Applications.
Awais Ashfaq (2019). Predicting clinical outcomes via machine learning on electronic health records.
Shiraz Farouq (2019). Towards large-scale monitoring of operationally diverse thermal energy systems with data-driven techniques.
Saeed Gholami Shahbandi (2018). Interpretation and Alignment of 2D Indoor Maps : Towards a Heterogeneous Map Representation.
Hassan Mashad Nemati (2017). Data-Driven Methods for Reliability Evaluation of Power Cables in Smart Distribution Grids.
Anna Mikaelyan (2015). Compact orientation and frequency estimation with applications in biometrics : Biometrics on the orientation express.
Anita Sant'Anna (2012). A Symbolic Approach to Human Motion Analysis Using Inertial Sensors : Framework and Gait Analysis Study.
Kenneth Nilsson (2005). Symmetry Filters Applied to Fingerprints : Representation, Feature extraction and Registration.
Nicholas Wickström (2004). Virtual sensing of combustion quality in SI engines using the ion current.
Stefan Byttner (2003). Algorithms for ion current based sensing of combustion variability and pressure peak position.
Intelligent systems lab edited conference proceedings
Mar Marcos, Jose M. Juarez, Richard Lenz, Grzegorz J. Nalepa, Sławomir Nowaczyk, Mor Peleg, Jerzy Stefanowski, Gregor Stiglic (2020). Artificial Intelligence in Medicine Knowledge Representation and Transparent and Explainable Systems : AIME 2019 International Workshops, KR4HC/ProHealth and TEAAM.
Mar Marcos, Jose M. Juarez, Richard Lenz, Grzegorz J. Nalepa, Sławomir Nowaczyk, Mor Peleg, Jerzy Stefanowski, Gregor Stiglic (2020). Artificial Intelligence in Medicine : Knowledge Representation and Transparent and Explainable Systems. AIME 2019, International Workshops, KR4HC/ProHealth and TEAAM, Poznan, Poland, June 26–29, 2019.
Julian Fierrez, Stan Z. Li, Arun Ross, Raymond Veldhuis, Fernando Alonso-Fernandez, Josef Bigun (2016). 2016 International Conference on Biometrics (ICB) : Proceedings: 13-16 June 2016, Halmstad, Sweden. International Conference on Biometrics, ICB, Halmstad, Sweden, 13-16 June, 2016.
Sławomir Nowaczyk (2015). Thirteenth Scandinavian Conference on Artificial Intelligence : SCAI 2015. Thirteenth Scandinavian Conference on Artificial Intelligence – SCAI 2015, Halmstad University, Halmstad, Sweden, 5th-6th of November, 2015.
Josef Bigun, Antanas Verikas (2009). Proceedings SSBA '09 : Symposium on Image Analysis, Halmstad University, Halmstad, March 18-20, 2009.
Josef Bigun, Antanas Verikas (2009). Proc. the 2009 Symposium of the Swedish Society for Automated Image Analysis, Halmstad (Sweden).
Josef Bigun, Tomas Gustavsson (2003). Image analysis : 13th Scandinavian Conference, SCIA 2003, Halmstad, Sweden, June 29-July 2, 2003, Proceedings.
Massimo Tistarelli, Josef Bigun, Anil K. Jain (2002). Biometric authentication : International ECCV 2002 Workshop, Copenhagen, Denmark, June 1, 2002 : proceedings.
Josef Bigun, Fabrizio Smeraldi (2001). Audio- and Video-Based Biometric Person Authentication : Third International Conference, AVBPA 2001 Halmstad, Sweden, June 6–8, 2001 Proceedings.
Josef Bigun, Kerstin Malmqvist (2000). Proceedings : Symposium on image analysis, Halmstad March 7-8, 2000.
Intelligent systems lab book chapters
Fernando Alonso-Fernandez, Reuben A. Farrugia, Julian Fierrez, Josef Bigun (2019). Super-Resolution for Selfie Biometrics: Introduction and Application to Face and Iris. Selfie Biometrics.
Fernando Alonso-Fernandez, Reuben A. Farrugia, Julian Fierrez, Josef Bigun (2019). Super-Resolution for Selfie Biometrics : Introduction and Application to Face and Iris. Selfie Biometrics : Advances and Challenges.
Fernando Alonso-Fernandez, Josef Bigun (2017). An Overview of Periocular Biometrics. Iris and Periocular Biometric Recognition.
Fernando Alonso-Fernandez, Julian Fierrez, Josef Bigun (2015). Quality Measures in Biometric Systems. Encyclopedia of Biometrics.
Klas Hedenberg, Björn Åstrand (2015). 3D Sensors on Driverless Trucks for Detection of Overhanging Objects in the Pathway. ICRA 2015 Workshop on Autonomous Industrial Vehicles: From the Laboratory to the Factory Floor, Seattle, WA, USA, 30 May, 2015.
Henrik Andreasson, Abdelbaki Bouguerra, Björn Åstrand, Thorsteinn Rögnvaldsson (2014). Gold-Fish SLAM : An Application of SLAM to Localize AGVs. Field and Service Robotics.
Anita Sant'Anna, Nicholas Wickström (2013). Symbolic Approach to Motion Analysis : Framework and Gait Analysis Case Studies. Telehealthcare Computing and Engineering : Principles and Design.
Anita Sant'Anna, Nicholas Wickström, Helene Eklund, Roland Zügner, Roy Tranberg (2013). Assessment of Gait Symmetry and Gait Normality Using Inertial Sensors : In-Lab and In-Situ Evaluation. Biomedical Engineering Systems and Technologies : 5th International Joint Conference, BIOSTEC 2012, Vilamoura, Portugal, February 1-4, 2012, Revised Selected Papers.
Anita Sant'Anna, Nicholas Wickström (2013). Symbolic Approach to Motion Analysis: Framework and Gait Analysis Case Studies. Telehealthcare Computing and Engineering: Principles and Design.
Wagner Ourique de Morais, Jens Lundström, Nicholas Wickström (2013). A Database-Centric Architecture for Home-Based Health Monitoring. Ambient Assisted Living and Active Aging : 5th International Work-Conference, IWAAL 2013, Carrillo, Costa Rica, December 2-6, 2013, Proceedings.
Hanna Kamińska, Thorsteinn Rögnvaldsson (2011). Evaluation of a new probabilistic approach to scoring algorithms in protein identification by Peptide Mass Fingerprinting (PMF). Nutraceutics, biomedical remedies and physiotherapeutic methods for prevention of civilization-related diseases.
Dereje Teferi, Josef Bigun (2009). Evaluation Protocol for the DXM2VTS Database and Performance Comparison of Face Detection and Face Tracking on Video. Proceedings SSBA '09 : Symposium on Image Analysis, Halmstad University, Halmstad, March 18-20, 2009.
Fernando Alonso-Fernandez, Josef Bigun, Julian Fierrez, Hartwig Fronthaler, Klaus Kollreider, Javier Ortega-Garcia (2009). Fingerprint Recognition. Guide to Biometric Reference Systems and Performance Evaluation.
Josef Bigun (2009). Multiple experts. Encyclopedia of biometrics.
Josef Bigun (2009). Fingerprint features. Encyclopedia of biometrics.
Maycel Isaac Faraj, Josef Bigun (2009). Lip Motion Features for Biometric Person Recognition. Visual Speech Recognition : Lip Segmentation and Mapping.
Yaregal Assabie, Josef Bigun (2009). A comprehensive Dataset for Ethiopic Handwriting Recognition. Proceedings SSBA '09 : Symposium on Image Analysis, Halmstad University, Halmstad, March 18-20, 2009.
Yaregal Assabie, Josef Bigun (2009). Offline Handwritten Amharic Word Recognition Using HMMs. Proceedings SSBA '09 : Symposium on Image Analysis, Halmstad University, Halmstad, March 18-20, 2009.
Adas Gelzinis, Antanas Verikas, Marija Bacauskiene (2007). Categorizing laryngeal images for decision support. Advanced Concepts for Intelligent Vision Systems : 9th International Conference, ACIVS 2007, Delft, The Netherlands, August 28-31, 2007 ; proceedings.
Roland Philippsen, Björn Jensen, Roland Siegwart (2007). Towards Real-Time Sensor-Based Path Planning in Highly Dynamic Environments. Autonomous Navigation in Dynamic Environments.
Wolfgang Svensson, Ulf Holmberg (2007). Stair Gait Classification from Kinematic Sensors. Rehabilitation Robotics.
Nicholas Wickström, Stefan Byttner, Magnus Hellring, Thorsteinn Rögnvaldsson (2004). Neural networks for extracting the pressure peak position from the ion current. Virtual sensing of combustion quality in SI engines using the ion current.
Kenneth Nilsson, Josef Bigun (2002). Complex Filters Applied to Fingerprint Images Detecting Prominent Symmetry Points Used for Alignment. Biometric Authentication : International ECCV 2002 Workshop Copenhagen, Denmark, June 1, 2002 Proceedings.
Intelligent systems lab reports
Wagner Ourique de Morais, Nicholas Wickström (2015). Evaluation of Extensibility, Portability and Scalability in a Database-centric System Architecture for Smart Home Environments.
Thorsteinn Rögnvaldsson, Joachim Brink, Henrik Florén, Veronica Gaspes, Noél Holmgren, Mareike Lutz, Pernilla Nilsson, Jonas Olsfelt, Bertil Svensson, Claes Ericsson, Linnea Gustafsson, Maya Hoveskog, Jonny Hylander, Magnus Jonsson, Jens Nygren, Bengt-Göran Rosén, Mikael Sandberg (2014). ARC13 – Assessment of Research and Coproduction : Reports from the assessment of all research at Halmstad University 2013.
Thorsteinn Rögnvaldsson, Joachim Brink, Henrik Florén, Veronica Gaspes, Noél Holmgren, Pernilla Nilsson, Jonas Olsfelt, Bertil Svensson, Claes Ericsson, Linnea Gustafsson, Maya Hoveskog, Jonny Hylander, Magnus Jonsson, Jens Nygren, Bengt-Göran Rosén, Mikael Sandberg (2014). ARC13 : Assessment of Research and Coproduction : Reports from the assessment of all research at Halmstad University 2013.
Wagner Ourique de Morais, Nicholas Wickström (2013). Sleep and night activities of care beneficiaries at the "Trygg om Natten" (Safe at Night) Project.
Hartwig Fronthaler, Klaus Kollreider, Josef Bigun, Julian Fierrez-Aguilar, Fernando Alonso-Fernandez, Javier Ortega-Garcia, Joaquin Gonzalez-Rodriguez (2006). Fingerprint Image Quality Estimation and its Application to Multi-Algorithm Verification.
Yaregal Assabie, Josef Bigun (2006). Ethiopic Document Image Database for Testing Character Recognition Systems.
Stefan Karlsson, Josef Bigun (2005). Texture analysis of multiscale complex moments of the local power spectrum.
Intelligent systems lab publications (Other)
Fernando Alonso-Fernandez, Reuben A. Farrugia, Julian Fierrez, Josef Bigun (2019). Super-Resolution for Selfie Biometrics : Introduction and Application to Face and Iris. Selfie Biometrics : Advances and Challenges.
Fernando Alonso-Fernandez, Reuben A. Farrugia, Julian Fierrez, Josef Bigun (2019). Super-Resolution for Selfie Biometrics: Introduction and Application to Face and Iris. Selfie Biometrics.
Fernando Alonso-Fernandez, Josef Bigun (2017). An Overview of Periocular Biometrics. Iris and Periocular Biometric Recognition.
Fernando Alonso-Fernandez, Julian Fierrez, Josef Bigun (2015). Quality Measures in Biometric Systems. Encyclopedia of Biometrics.
Klas Hedenberg, Björn Åstrand (2015). 3D Sensors on Driverless Trucks for Detection of Overhanging Objects in the Pathway. Autonomous Industrial Vehicles : From the Laboratory to the Factory Floor.
Wagner Ourique de Morais, Nicholas Wickström (2015). Evaluation of Extensibility, Portability and Scalability in a Database-centric System Architecture for Smart Home Environments.
Henrik Andreasson, Abdelbaki Bouguerra, Björn Åstrand, Thorsteinn Rögnvaldsson (2014). Gold-Fish SLAM : An Application of SLAM to Localize AGVs. Field and Service Robotics.
Thorsteinn Rögnvaldsson, Joachim Brink, Henrik Florén, Veronica Gaspes, Noél Holmgren, Pernilla Nilsson, Jonas Olsfelt, Bertil Svensson, Claes Ericsson, Linnea Gustafsson, Maya Hoveskog, Jonny Hylander, Magnus Jonsson, Jens Nygren, Bengt-Göran Rosén, Mikael Sandberg (2014). ARC13 : Assessment of Research and Coproduction : Reports from the assessment of all research at Halmstad University 2013.
Thorsteinn Rögnvaldsson, Joachim Brink, Henrik Florén, Veronica Gaspes, Noél Holmgren, Mareike Lutz, Pernilla Nilsson, Jonas Olsfelt, Bertil Svensson, Claes Ericsson, Linnea Gustafsson, Maya Hoveskog, Jonny Hylander, Magnus Jonsson, Jens Nygren, Bengt-Göran Rosén, Mikael Sandberg (2014). ARC13 – Assessment of Research and Coproduction : Reports from the assessment of all research at Halmstad University 2013.
Anita Sant'Anna, Nicholas Wickström (2013). Symbolic Approach to Motion Analysis : Framework and Gait Analysis Case Studies. Telehealthcare Computing and Engineering : Principles and Design.
Anita Sant'Anna, Nicholas Wickström, Helene Eklund, Roland Zügner, Roy Tranberg (2013). Assessment of Gait Symmetry and Gait Normality Using Inertial Sensors : In-Lab and In-Situ Evaluation. Biomedical Engineering Systems and Technologies : 5th International Joint Conference, BIOSTEC 2012, Vilamoura, Portugal, February 1-4, 2012, Revised Selected Papers.
Anita Sant'Anna, Nicholas Wickström (2013). Symbolic Approach to Motion Analysis: Framework and Gait Analysis Case Studies. Telehealthcare Computing and Engineering: Principles and Design.
Fernando Alonso-Fernandez, Josef Bigun (2013). Halmstad University submission to the First ICB Competition on Iris Recognition (ICIR2013).
Jörgen Hansson, Magnus Svensson, Thorsteinn Rögnvaldsson, Stefan Byttner (2013). Remote diagnosis modelling.
Stefan Karlsson (2013). Real-Time optical flow.
Wagner Ourique de Morais, Jens Lundström, Nicholas Wickström (2013). A Database-Centric Architecture for Home-Based Health Monitoring. Ambient Assisted Living and Active Aging : 5th International Work-Conference, IWAAL 2013, Carrillo, Costa Rica, December 2-6, 2013, Proceedings.
Wagner Ourique de Morais, Nicholas Wickström (2013). Sleep and night activities of care beneficiaries at the "Trygg om Natten" (Safe at Night) Project.
Hanna Kamińska, Thorsteinn Rögnvaldsson (2011). Evaluation of a new probabilistic approach to scoring algorithms in protein identification by Peptide Mass Fingerprinting (PMF). Nutraceutics, biomedical remedies and physiotherapeutic methods for prevention of civilization-related diseases.
Dereje Teferi Lemma, Josef Bigun (2010). Method and apparatus for encoding and reading optical machine-readable data codes.
Dereje Teferi, Josef Bigun (2009). Evaluation Protocol for the DXM2VTS Database and Performance Comparison of Face Detection and Face Tracking on Video. Proceedings SSBA '09 : Symposium on Image Analysis, Halmstad University, Halmstad, March 18-20, 2009.
Fernando Alonso-Fernandez, Josef Bigun, Julian Fierrez, Hartwig Fronthaler, Klaus Kollreider, Javier Ortega-Garcia (2009). Fingerprint Recognition. Guide to Biometric Reference Systems and Performance Evaluation.
Josef Bigun (2009). Fingerprint features. Encyclopedia of biometrics.
Josef Bigun (2009). Multiple experts. Encyclopedia of biometrics.
Maycel Isaac Faraj, Josef Bigun (2009). Lip Motion Features for Biometric Person Recognition. Visual Speech Recognition : Lip Segmentation and Mapping.
Yaregal Assabie, Josef Bigun (2009). A comprehensive Dataset for Ethiopic Handwriting Recognition. Proceedings SSBA '09 : Symposium on Image Analysis, Halmstad University, Halmstad, March 18-20, 2009.
Yaregal Assabie, Josef Bigun (2009). Offline Handwritten Amharic Word Recognition Using HMMs. Proceedings SSBA '09 : Symposium on Image Analysis, Halmstad University, Halmstad, March 18-20, 2009.
Jörgen Hansson, Magnus Svensson, Thorsteinn Rögnvaldsson, Stefan Byttner (2008). Remote Diagnosis Modelling.
Adas Gelzinis, Antanas Verikas, Marija Bacauskiene (2007). Categorizing laryngeal images for decision support. Advanced Concepts for Intelligent Vision Systems : 9th International Conference, ACIVS 2007, Delft, The Netherlands, August 28-31, 2007 ; proceedings.
Roland Philippsen, Björn Jensen, Roland Siegwart (2007). Towards Real-Time Sensor-Based Path Planning in Highly Dynamic Environments. Autonomous Navigation in Dynamic Environments.
Wolfgang Svensson, Ulf Holmberg (2007). Stair Gait Classification from Kinematic Sensors. Rehabilitation Robotics.
Hartwig Fronthaler, Klaus Kollreider, Josef Bigun, Julian Fierrez-Aguilar, Fernando Alonso-Fernandez, Javier Ortega-Garcia, Joaquin Gonzalez-Rodriguez (2006). Fingerprint Image Quality Estimation and its Application to Multi-Algorithm Verification.
Josef Bigun (2006). Vision with Direction : A Systematic Introduction to Image Processing and Computer Vision.
Yaregal Assabie, Josef Bigun (2006). Ethiopic Document Image Database for Testing Character Recognition Systems.
Massimo Tistarelli, Josef Bigun, Enrico Grosso (2005). Advanced Studies in Biometrics : Summer School on Biometrics, Alghero, Italy, June 2-6, 2003. Revised Selected Lectures and Papers.
Stefan Karlsson, Josef Bigun (2005). Texture analysis of multiscale complex moments of the local power spectrum.
Nicholas Wickström, Stefan Byttner, Magnus Hellring, Thorsteinn Rögnvaldsson (2004). Neural networks for extracting the pressure peak position from the ion current. Virtual sensing of combustion quality in SI engines using the ion current.
Kenneth Nilsson, Josef Bigun (2002). Complex Filters Applied to Fingerprint Images Detecting Prominent Symmetry Points Used for Alignment. Biometric Authentication : International ECCV 2002 Workshop Copenhagen, Denmark, June 1, 2002 Proceedings.
Student Theses
under construction
