Anita Sant'Anna
Contents
Anita Sant'Anna, Assistant Professor, PhD
Family Name: Sant'Anna
Given Name: Anita
Role: Assistant Professor
Title: PhD
Subject: Signal Analysis
Email: anita.santanna@hh.se
url: http://www.linkedin.com/in/anitasantanna
Phone: +46-35167849
Cell Phone: +46735093033
Current Activities
- Current Projects
- CAISR Health Technology Application Area
- CAISR Intelligent Environment
- Understanding inpatient activity levels after orthopedic surgery
- Analyzing energy usage patterns for improving sustainability
- Research Interests
- Health technology and health innovation
- Human motion analysis
- Data mining and signal analysis for smart grids
- Teaching
Subject areas: Signal Analysis, Learning Systems, Electrical engineering
Application areas: Health Technology
Projects: SELIES, AccelGait, Virtual Smart Grid, Centre for Health Technology Halland - HCH, CAISR Intelligent Environment, EIS-IGS Smart Grids, Science without Borders, MoveApp
Journal publications registered in DiVA
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. 136
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.
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.
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. 9(8)
Ece Calikus, Sławomir Nowaczyk, Anita Sant'Anna, Onur Dikmen (2019). No Free Lunch But A Cheaper Supper: A General Framework for Streaming Anomaly Detection.
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. 10(10), pp. 3955-3974
Hassan Mashad Nemati, Anita Sant'Anna, Sławomir Nowaczyk (2019). Analyzing and Modeling Propagation of SmartMeters' Alarms in Low-Voltage Grids. (in preparation).
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. 252
Awais Ashfaq, Anita Sant'Anna, Markus Lingman, Sławomir Nowaczyk (2019). Readmission prediction using deep learning on electronic health records. Journal of Biomedical Informatics. 97
Hassan Mashad Nemati, A. Laso, M. Manana, Anita Sant'Anna, Sławomir Nowaczyk (2018). Stream Data Cleaning for Dynamic Line Rating Application. Energies. 11(8)
Ece Calikus, Sławomir Nowaczyk, Anita Sant'Anna, Stefan Byttner (2018). Ranking Abnormal Substations by Power Signature Dispersion. Energy Procedia. 149, pp. 345-353
Hassan Mashad Nemati, Anita Sant'Anna, Sławomir Nowaczyk, Jan Henning Jürgensen, Patrik Hilber (2017). Reliability Evaluation of Power Cables Considering the Restoration Characteristic.
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. 21(6), pp. 1003-1013
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. 9(4), pp. 545-562
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. 9622, pp. 773-781
Anita Sant'Anna, Arash Salarian, Nicholas Wickström (2011). A new measure of movement symmetry in early Parkinson's disease patients using symbolic processing of inertial sensor data. IEEE Transactions on Biomedical Engineering. 58(7), pp. 2127-2135
Anita Sant'Anna, Nicholas Wickström (2010). A Symbol-Based Approach to Gait Analysis From Acceleration Signals : Identification and Detection of Gait Events and a New Measure of Gait Symmetry. IEEE transactions on information technology in biomedicine. 14(5), pp. 1180-1187
Anita Sant'Anna, Wagner Ourique de Morais, Nicholas Wickström (2008). Gait Unsteadiness Analysis from Motion Primitives. Gerontechnology : international journal on the fundamental aspects of technology to serve the ageing society. 7(2), pp. 204-
Wagner Ourique de Morais, Anita Sant'Anna, Nicholas Wickström (2008). A Wearable Accelerometer Based Platform to Encourage Physical Activity for the Elderly. Gerontechnology : international journal on the fundamental aspects of technology to serve the ageing society. 07(02), pp. 129-181
Conference publications registered in DiVA
Alexander Galozy, Sławomir Nowaczyk, Anita Sant'Anna (2019). Towards Understanding ICU Treatments Using Patient Health Trajectories. 26 June 2019 through 29 June 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.
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.
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.
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.
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.
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, 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.
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.
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.
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.
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.
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.
Hassan Mashad Nemati, Anita Sant'Anna, Sławomir Nowaczyk (2014). Overview of Smart Grid Challenges in Sweden. 28th annual workshop of the Swedish Artificial Intelligence Society (SAIS), Stockholm, Sweden, May 22-23, 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 (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.
Tayebeh Taheri, Anita Sant'Anna (2014). Non-Invasive Breathing Rate Detection Using a Very Low Power Ultra-wide-band Radar. 2014 IEEE International Conference on Bioinformatics and Biomedicine, Belfast, United Kingdom, 2-5 November, 2014.
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.
Anita Sant'Anna, Nicholas Wickström, Helene Eklund, Roy Tranberg (2012). A wearable gait analysis system using inertial sensors Part II: Evaluation in a clinical setting. International Conference on Bio-inspired Systems and Signal Processing, BIOSIGNALS 2012, Vilamoura, Algarve, 1 - 4 February, 2012 (best paper).
Anita Sant'Anna, Nicholas Wickström, Roland Zügner, Roy Tranberg (2012). A wearable gait analysis system using inertial sensors Part I : Evaluation of measures of gait symmetry and normality against 3D kinematic data. International Conference on Bio-inspired Systems and Signal Processing, BIOSIGNALS 2012, Vilamoura, Algarve, 1-4 February, 2012.
Anita Sant'Anna, Nicholas Wickström, Roland Zügner, Roy Tranberg (2012). A wearable gait analysis system using inertial sensors Part I: evaluation of measures of gait symmetry and normality against 3D kinematic data. International Conference on Bio-inspired Systems and Signal Processing, BIOSIGNALS 2012, Vilamoura, Algarve, 1 - 4 February, 2012.
Anita Sant'Anna, Nicholas Wickström, Helene Eklund, Roy Tranberg (2012). A wearable gait analysis system using inertial sensors Part II : Evaluation in a clinical setting. International Conference on Bio-inspired Systems and Signal Processing, BIOSIGNALS 2012, Vilamoura, Algarve, 1-4 February, 2012.
Anita Sant'Anna, Nicholas Wickström (2011). Symbolization of time series : an evaluation of SAX, persist, and ACA. 4th International conference on Image and Signal Processing (CISP).
Anita Sant'Anna, Nicholas Wickström (2010). A linguistic approach to the analysis of accelerometerdata for gait analysis. seventh IASTED International Conference on Biomedical Engineering, February 17-19, 2010, Innsbruck, Austria.
Anita Sant'Anna, Nicholas Wickström (2009). Developing a Motion Language: Gait Analysis from Accelerometer Sensor Systems. 3rd International Conference on Pervasive Computing Technologies for Healthcare - Pervasive Health 2009, PCTHealth 2009, London, 1-3 April, 2009.
