https://wiki.hh.se/ceres/index.php?action=history&feed=atom&title=Internal%2FReadingClub 2026-05-10T06:52:57Z Revision history for this page on the wiki MediaWiki 1.22.6 https://wiki.hh.se/ceres/index.php?title=Internal/ReadingClub&diff=2913&oldid=prev 2014-06-23T09:17:33Z

<p>Created page with &quot;== Paper ideas == http://proceedings.esri.com/library/userconf/proc04/docs/pap1801.pdf http://users.cis.fiu.edu/~lzhen001/activities/KDD_USB_key_2010/docs/p37.pdf [https://...&quot;</p> <p><b>New page</b></p><div>== Paper ideas ==<br /> <br /> http://proceedings.esri.com/library/userconf/proc04/docs/pap1801.pdf<br /> <br /> http://users.cis.fiu.edu/~lzhen001/activities/KDD_USB_key_2010/docs/p37.pdf<br /> <br /> [https://r2s.hh.se/ReadingClub/2013-03-22/0-art10.1007s10115-006-0063-1.pdf Intelligent systems in the automotive industry: applications and trends]<br /> <br /> [https://r2s.hh.se/ReadingClub/2013-03-22/1-05976675.pdf Automotive Warranty Data: On the Relationship between the Driving Patterns and Warranty]<br /> <br /> [https://r2s.hh.se/ReadingClub/2013-03-22/2-s2.0-S0957417411005793-main.pdf A review of data mining applications for quality improvement in manufacturing industry]<br /> <br /> ==2013-04-12==<br /> <br /> [https://r2s.hh.se/ReadingClub/2013-04-12/0_00207540600564633.pdf Association rule-generation algorithm for mining automotive warranty data]<br /> <br /> [https://r2s.hh.se/ReadingClub/2013-04-12/1_1-s2.0-S0360835208002854-main.pdf Sequential pattern mining algorithm for automotive warranty data]<br /> <br /> [https://r2s.hh.se/ReadingClub/2013-04-12/2_1-s2.0-S095183200500219X-main.pdf Analysis of field data under two-dimensional warranty]<br /> <br /> Participants: <br /> <br /> ==2013-03-22==<br /> <br /> Cancelled<br /> <br /> ==2013-03-15==<br /> <br /> Cancelled<br /> <br /> ==2013-03-08==<br /> <br /> [https://r2s.hh.se/ReadingClub/2013-03-08/0_p455-kushilevitz.pdf Learning Decision Trees using the Fourier Spectrum]<br /> <br /> [https://r2s.hh.se/ReadingClub/2013-03-08/1_10.1.1.19.804.pdf Constructing Simpler Decision Trees from Ensemble Models Using Fourier Analysis]<br /> <br /> [https://r2s.hh.se/ReadingClub/2013-03-08/2_10.1.1.19.6478.pdf A Fourier Spectrum-based Approach to Represent Decision Trees for Mining Data Streams in Mobile Environments]<br /> <br /> Participants: [[Jens Lundström]] [[Rune Prytz]] [[Iulian Carpatorea]] [[Sławomir Nowaczyk]] [[Stefan Byttner]]<br /> <br /> ==2013-03-01==<br /> <br /> [https://r2s.hh.se/ReadingClub/2013-03-01/0_TKDE.pdf Orthogonal Decision Trees]<br /> <br /> [https://r2s.hh.se/ReadingClub/2013-03-01/1_01677518.pdf Rotation Forest: A New Classifier Ensemble Method]<br /> <br /> [https://r2s.hh.se/ReadingClub/2013-03-01/2_01495617.pdf An Efficient Algorithm for Generating Generalized Decision Forests]<br /> <br /> Participants: [[Jens Lundström]] [[Rune Prytz]] [[Iulian Carpatorea]] [[Sławomir Nowaczyk]]<br /> <br /> ==2013-02-22==<br /> <br /> [https://r2s.hh.se/ReadingClub/2013-02-22/0_SoftComputing_fault_detection_2013.pdf A new integrated on-line fuzzy clustering and segmentation methodology with adaptive PCA approach for process monitoring and fault detection and diagnosis]<br /> <br /> [https://r2s.hh.se/ReadingClub/2013-02-22/1-s2.0-S0169023X05000819-main.pdf Online clustering of parallel data streams]<br /> <br /> Participants: [[Rune Prytz]] [[Iulian Carpatorea]] [[Sławomir Nowaczyk]] [[Stefan Byttner]]<br /> <br /> ==2013-02-08==<br /> <br /> [https://r2s.hh.se/ReadingClub/2013-02-08/0-artA10.1007_s13748-011-0002-6.pdf A survey on learning from data streams: current and future trends]<br /> <br /> [https://r2s.hh.se/ReadingClub/2013-02-08/1-10.1.1.72.1678.pdf The Need for Low Bias Algorithms in Classification Learning from Large Data Sets]<br /> <br /> [https://r2s.hh.se/ReadingClub/2013-02-08/2-10.1.1.154.4848.pdf Issues in Evaluation of Stream Learning Algorithms]<br /> <br /> Participants: [[Rune Prytz]] [[Iulian Carpatorea]] [[Sławomir Nowaczyk]]<br /> <br /> ==2013-02-01==<br /> <br /> [https://r2s.hh.se/ReadingClub/2013-01-25/3-540-45428-4_20.pdf Stacking with Multi-response Model Trees]<br /> <br /> [https://r2s.hh.se/ReadingClub/2013-01-25/pub01.pdf Combining Multiple Models with Meta Decision Trees]<br /> <br /> [https://r2s.hh.se/ReadingClub/2013-01-25/pub02.pdf Combining Classifiers with Meta Decision Trees]<br /> <br /> Participants: [[Rune Prytz]] [[Iulian Carpatorea]] [[Sławomir Nowaczyk]] [[Stefan Byttner]]<br /> <br /> ==2013-01-25==<br /> <br /> Cancelled<br /> <br /> ==2013-01-18==<br /> <br /> [https://r2s.hh.se/ReadingClub/2013-01-18/3-540-45428-4_20.pdf Stacking with Multi-response Model Trees]<br /> <br /> [https://r2s.hh.se/ReadingClub/2013-01-18/10.1.1.100.4698.pdf Feature Selection for Discrete and Numeric Class Machine Learning]<br /> <br /> [https://r2s.hh.se/ReadingClub/2013-01-18/10.1.1.34.4393.pdf Correlation-Based Feature Selection for Discrete and Numeric Class Machine Learning]<br /> <br /> Participants: [[Rune Prytz]] [[Iulian Carpatorea]] [[Sławomir Nowaczyk]] [[Stefan Byttner]]<br /> <br /> ==2013-01-11==<br /> <br /> [https://r2s.hh.se/ReadingClub/2013-01-11/SchwenkeEtAl2011.pdf Analysis of Maintenance Histories of Industrial Equipment with Frequent Maintenance Demand]<br /> <br /> [https://r2s.hh.se/ReadingClub/2013-01-11/ZaluskiEtAl2011.pdf Developing Data Mining-Based Prognostic Models for CF-18 Aircraft]<br /> <br /> [https://r2s.hh.se/ReadingClub/2013-01-11/IEEEFORMAT7.pdf Comparison of FMEA and Field-Experience for a Turbofan Engine with Application to Case-Based Reasoning]<br /> <br /> Participants: [[Rune Prytz]] [[Iulian Carpatorea]] [[Sławomir Nowaczyk]] [[Stefan Byttner]] [[Thorsteinn Rögnvaldsson]]<br /> <br /> ==2012-11-30==<br /> <br /> [https://r2s.hh.se/ReadingClub/2012-11-30/0_06187368.pdf Data-driven Fault Diagnosis in a Hybrid Electric Vehicle Regenerative Braking System]<br /> <br /> [https://r2s.hh.se/ReadingClub/2012-11-30/1_phmc_10_109.pdf Event-driven Data Mining Techniques for Automotive Fault Diagnosis]<br /> <br /> [https://r2s.hh.se/ReadingClub/2012-11-30/2_AMM.40-41.156.pdf Fault Diagnosis of Automobile ECUs with data mining Technologies]<br /> <br /> Participants: [[Rune Prytz]] [[Iulian Carpatorea]] [[Sławomir Nowaczyk]]<br /> <br /> ==2012-11-23==<br /> <br /> [https://r2s.hh.se/ReadingClub/2012-11-02/0_PHM-IJPHM-Metrics.pdf Metrics for Offline Evaluation of Prognostic Performance]<br /> <br /> [https://r2s.hh.se/ReadingClub/2012-11-02/1_04711429.pdf Prognostics Performance Metrics and their Relation to Requirements, Design, Verification and Cost-Benefit]<br /> <br /> [https://r2s.hh.se/ReadingClub/2012-11-23/2_phmc_09_3.pdf A Novel RSPF Approach to Prediction of High-Risk, Low-Probability Failure Events]<br /> <br /> Participants: [[Rune Prytz]] [[Iulian Carpatorea]] [[Stefan Byttner]] [[Sławomir Nowaczyk]]<br /> <br /> ==2012-11-16==<br /> <br /> Cancelled<br /> <br /> ==2012-11-09==<br /> <br /> Cancelled<br /> <br /> ==2012-11-02==<br /> <br /> [https://r2s.hh.se/ReadingClub/2012-11-02/0_PHM-IJPHM-Metrics.pdf Metrics for Offline Evaluation of Prognostic Performance]<br /> <br /> [https://r2s.hh.se/ReadingClub/2012-11-02/1_04711429.pdf Prognostics Performance Metrics and their Relation to Requirements, Design, Verification and Cost-Benefit]<br /> <br /> Participants: [[Rune Prytz]] [[Iulian Carpatorea]] [[Sławomir Nowaczyk]]<br /> <br /> ==2012-10-26==<br /> <br /> Cancelled<br /> <br /> ==2012-10-19==<br /> <br /> [https://r2s.hh.se/ReadingClub/2012-10-19/0_p564-bie.pdf An Information Theoretic Framework for Data Mining]<br /> <br /> [https://r2s.hh.se/ReadingClub/2012-10-19/1_p547-bruckner.pdf Stackelberg Games for Adversarial Prediction Problems]<br /> <br /> [https://r2s.hh.se/ReadingClub/2012-10-19/2_p195-chu.pdf Unbiased Online Active Learning in Data Streams]<br /> <br /> Participants: [[Rune Prytz]] [[Iulian Carpatorea]] [[Sławomir Nowaczyk]]<br /> <br /> ==2012-10-12==<br /> <br /> Cancelled<br /> <br /> ==2012-10-05==<br /> <br /> Cancelled<br /> <br /> ==2012-09-28==<br /> <br /> [https://r2s.hh.se/ReadingClub/2012-09-28/0_Guerra-FilhoCS-TR-4838-2006language.pdf A Language for Human Action]<br /> <br /> [https://r2s.hh.se/ReadingClub/2012-09-28/1_00907576.pdf Knowledge Discovery in Time Series Databases]<br /> <br /> [https://r2s.hh.se/ReadingClub/2012-09-28/2_-dm09_038_kawaharay.pdf Change-Point Detection in Time-Series Data by Direct Density-Ratio Estimation]<br /> <br /> Participants: [[Rune Prytz]] [[Iulian Carpatorea]] [[Sławomir Nowaczyk]]<br /> <br /> ==2012-09-21==<br /> <br /> [https://r2s.hh.se/ReadingClub/2012-09-21/0-sax.pdf Experiencing SAX: a novel symbolic representation of time series]<br /> <br /> [https://r2s.hh.se/ReadingClub/2012-09-21/1-sax_streaming.pdf A Symbolic Representation of Time Series, with Implications for Streaming Algorithms]<br /> <br /> [https://r2s.hh.se/ReadingClub/2012-09-21/2-knowledge_based.pdf Knowledge-Based Event Detection in Complex Time Series Data]<br /> <br /> Participants: [[Anita Sant'Anna]] [[Rune Prytz]] [[Iulian Carpatorea]] [[Stefan Byttner]] [[Sławomir Nowaczyk]]<br /> <br /> ==2012-09-14==<br /> <br /> [https://r2s.hh.se/ReadingClub/2012-09-14/0-review.pdf Mining Data Streams: A Review]<br /> <br /> [https://r2s.hh.se/ReadingClub/2012-09-14/1-book_chapter.pdf Mining Time Series Data]<br /> <br /> [https://r2s.hh.se/ReadingClub/2012-09-14/2-online_alg.pdf An Online Algorithm for Segmenting Time Series]<br /> <br /> [https://r2s.hh.se/ReadingClub/2012-09-14/3-polynomials.pdf Online Segmentation of Time Series Based on Polynomial Least-Squares Approximations]<br /> <br /> Participants: [[Rune Prytz]] [[Iulian Carpatorea]] [[Slawomir Nowaczyk]]</div>

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