10.0.2.2: Created page with "== 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://..."

2014-03-07T11:47:05Z

Created page with "== 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://..."

New page

== 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://r2s.hh.se/ReadingClub/2013-03-22/0-art10.1007s10115-006-0063-1.pdf Intelligent systems in the automotive industry: applications and trends]

[https://r2s.hh.se/ReadingClub/2013-03-22/1-05976675.pdf Automotive Warranty Data: On the Relationship between the Driving Patterns and Warranty]

[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]

Participants:

==2013-10-25==

[https://r2s.hh.se/ReadingClub/2013-10-04/1_237_ftp.pdf Maintenance-Free Operating Periods—The Designer's Challenge]

[https://r2s.hh.se/ReadingClub/2013-10-04/2_1-s2.0-S0951832098000489-main.pdf Maintenance free operating period – an alternative measure to MTBF and failure rate for specifying reliability?]

[https://r2s.hh.se/ReadingClub/2013-10-04/3_Paper_phm2013_lesobre.pdf A Maintenance Free Operating Period Policy for a Multi-Component System with Different Information Levels on the Components State]

Participants:

==2013-09-20==

[https://r2s.hh.se/ReadingClub/2013-09-20/A%20Framework%20for%20Mining%20Signatures%20from%20Event%20Sequences%20and%20Its%20Applications%20in%20Healthcare%20Data.pdf A Framework for Mining Signatures from Event Sequences and Its Applications in Healthcare Data]

Participants: [[Rune Prytz]] [[Iulian Carpatorea]] [[Sławomir Nowaczyk]]

==2013-09-06==

Decentralized Fault Diagnosis and Prognosis Scheme for Interconnected Nonlinear Discrete-Time Systems

Participants: [[Rune Prytz]] [[Iulian Carpatorea]] [[Sławomir Nowaczyk]]

==2013-05-31==

[https://r2s.hh.se/ReadingClub/2013-05-31/0.s10844-011-0193-0.pdf BRACID: a comprehensive approach to learning rules from imbalanced data]

[https://r2s.hh.se/ReadingClub/2013-05-31/1.p1-chawla.pdf Editorial: Special Issue on Learning from Imbalanced Data Sets]

Participants: [[Rune Prytz]] [[Iulian Carpatorea]] [[Sławomir Nowaczyk]]

==2013-05-17==

[https://r2s.hh.se/ReadingClub/2013-05-17/0.05128907.pdf Learning from Imbalanced Data]

[https://r2s.hh.se/ReadingClub/2013-05-17/1.s10844-011-0193-0.pdf BRACID: a comprehensive approach to learning rules from imbalanced data]

Participants: [[Rune Prytz]] [[Iulian Carpatorea]] [[Sławomir Nowaczyk]]

==2013-04-12==

[https://r2s.hh.se/ReadingClub/2013-04-12/0_00207540600564633.pdf Association rule-generation algorithm for mining automotive warranty data]

[https://r2s.hh.se/ReadingClub/2013-04-12/1_1-s2.0-S0360835208002854-main.pdf Sequential pattern mining algorithm for automotive warranty data]

[https://r2s.hh.se/ReadingClub/2013-04-12/2_1-s2.0-S095183200500219X-main.pdf Analysis of field data under two-dimensional warranty]

Cancelled

==2013-03-22==

Cancelled

==2013-03-15==

Cancelled

==2013-03-08==

[https://r2s.hh.se/ReadingClub/2013-03-08/0_p455-kushilevitz.pdf Learning Decision Trees using the Fourier Spectrum]

[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]

[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]

Participants: [[Jens Lundström]] [[Rune Prytz]] [[Iulian Carpatorea]] [[Sławomir Nowaczyk]] [[Stefan Byttner]]

==2013-03-01==

[https://r2s.hh.se/ReadingClub/2013-03-01/0_TKDE.pdf Orthogonal Decision Trees]

[https://r2s.hh.se/ReadingClub/2013-03-01/1_01677518.pdf Rotation Forest: A New Classifier Ensemble Method]

[https://r2s.hh.se/ReadingClub/2013-03-01/2_01495617.pdf An Efficient Algorithm for Generating Generalized Decision Forests]

Participants: [[Jens Lundström]] [[Rune Prytz]] [[Iulian Carpatorea]] [[Sławomir Nowaczyk]]

==2013-02-22==

[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]

[https://r2s.hh.se/ReadingClub/2013-02-22/1-s2.0-S0169023X05000819-main.pdf Online clustering of parallel data streams]

Participants: [[Rune Prytz]] [[Iulian Carpatorea]] [[Sławomir Nowaczyk]] [[Stefan Byttner]]

==2013-02-08==

[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]

[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]

[https://r2s.hh.se/ReadingClub/2013-02-08/2-10.1.1.154.4848.pdf Issues in Evaluation of Stream Learning Algorithms]

Participants: [[Rune Prytz]] [[Iulian Carpatorea]] [[Sławomir Nowaczyk]]

==2013-02-01==

[https://r2s.hh.se/ReadingClub/2013-01-25/3-540-45428-4_20.pdf Stacking with Multi-response Model Trees]

[https://r2s.hh.se/ReadingClub/2013-01-25/pub01.pdf Combining Multiple Models with Meta Decision Trees]

[https://r2s.hh.se/ReadingClub/2013-01-25/pub02.pdf Combining Classifiers with Meta Decision Trees]

Participants: [[Rune Prytz]] [[Iulian Carpatorea]] [[Sławomir Nowaczyk]] [[Stefan Byttner]]

==2013-01-25==

Cancelled

==2013-01-18==

[https://r2s.hh.se/ReadingClub/2013-01-18/3-540-45428-4_20.pdf Stacking with Multi-response Model Trees]

[https://r2s.hh.se/ReadingClub/2013-01-18/10.1.1.100.4698.pdf Feature Selection for Discrete and Numeric Class Machine Learning]

[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]

Participants: [[Rune Prytz]] [[Iulian Carpatorea]] [[Sławomir Nowaczyk]] [[Stefan Byttner]]

==2013-01-11==

[https://r2s.hh.se/ReadingClub/2013-01-11/SchwenkeEtAl2011.pdf Analysis of Maintenance Histories of Industrial Equipment with Frequent Maintenance Demand]

[https://r2s.hh.se/ReadingClub/2013-01-11/ZaluskiEtAl2011.pdf Developing Data Mining-Based Prognostic Models for CF-18 Aircraft]

[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]

Participants: [[Rune Prytz]] [[Iulian Carpatorea]] [[Sławomir Nowaczyk]] [[Stefan Byttner]] [[Thorsteinn Rögnvaldsson]]

==2012-11-30==

[https://r2s.hh.se/ReadingClub/2012-11-30/0_06187368.pdf Data-driven Fault Diagnosis in a Hybrid Electric Vehicle Regenerative Braking System]

[https://r2s.hh.se/ReadingClub/2012-11-30/1_phmc_10_109.pdf Event-driven Data Mining Techniques for Automotive Fault Diagnosis]

[https://r2s.hh.se/ReadingClub/2012-11-30/2_AMM.40-41.156.pdf Fault Diagnosis of Automobile ECUs with data mining Technologies]

Participants: [[Rune Prytz]] [[Iulian Carpatorea]] [[Sławomir Nowaczyk]]

==2012-11-23==

[https://r2s.hh.se/ReadingClub/2012-11-02/0_PHM-IJPHM-Metrics.pdf Metrics for Offline Evaluation of Prognostic Performance]

[https://r2s.hh.se/ReadingClub/2012-11-02/1_04711429.pdf Prognostics Performance Metrics and their Relation to Requirements, Design, Verification and Cost-Benefit]

[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]

Participants: [[Rune Prytz]] [[Iulian Carpatorea]] [[Stefan Byttner]] [[Sławomir Nowaczyk]]

==2012-11-16==

Cancelled

==2012-11-09==

Cancelled

==2012-11-02==

[https://r2s.hh.se/ReadingClub/2012-11-02/0_PHM-IJPHM-Metrics.pdf Metrics for Offline Evaluation of Prognostic Performance]

[https://r2s.hh.se/ReadingClub/2012-11-02/1_04711429.pdf Prognostics Performance Metrics and their Relation to Requirements, Design, Verification and Cost-Benefit]

Participants: [[Rune Prytz]] [[Iulian Carpatorea]] [[Sławomir Nowaczyk]]

==2012-10-26==

Cancelled

==2012-10-19==

[https://r2s.hh.se/ReadingClub/2012-10-19/0_p564-bie.pdf An Information Theoretic Framework for Data Mining]

[https://r2s.hh.se/ReadingClub/2012-10-19/1_p547-bruckner.pdf Stackelberg Games for Adversarial Prediction Problems]

[https://r2s.hh.se/ReadingClub/2012-10-19/2_p195-chu.pdf Unbiased Online Active Learning in Data Streams]

Participants: [[Rune Prytz]] [[Iulian Carpatorea]] [[Sławomir Nowaczyk]]

==2012-10-12==

Cancelled

==2012-10-05==

Cancelled

==2012-09-28==

[https://r2s.hh.se/ReadingClub/2012-09-28/0_Guerra-FilhoCS-TR-4838-2006language.pdf A Language for Human Action]

[https://r2s.hh.se/ReadingClub/2012-09-28/1_00907576.pdf Knowledge Discovery in Time Series Databases]

[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]

Participants: [[Rune Prytz]] [[Iulian Carpatorea]] [[Sławomir Nowaczyk]]

==2012-09-21==

[https://r2s.hh.se/ReadingClub/2012-09-21/0-sax.pdf Experiencing SAX: a novel symbolic representation of time series]

[https://r2s.hh.se/ReadingClub/2012-09-21/1-sax_streaming.pdf A Symbolic Representation of Time Series, with Implications for Streaming Algorithms]

[https://r2s.hh.se/ReadingClub/2012-09-21/2-knowledge_based.pdf Knowledge-Based Event Detection in Complex Time Series Data]

Participants: [[Anita Sant'Anna]] [[Rune Prytz]] [[Iulian Carpatorea]] [[Stefan Byttner]] [[Sławomir Nowaczyk]]

==2012-09-14==

[https://r2s.hh.se/ReadingClub/2012-09-14/0-review.pdf Mining Data Streams: A Review]

[https://r2s.hh.se/ReadingClub/2012-09-14/1-book_chapter.pdf Mining Time Series Data]

[https://r2s.hh.se/ReadingClub/2012-09-14/2-online_alg.pdf An Online Algorithm for Segmenting Time Series]

[https://r2s.hh.se/ReadingClub/2012-09-14/3-polynomials.pdf Online Segmentation of Time Series Based on Polynomial Least-Squares Approximations]

Participants: [[Rune Prytz]] [[Iulian Carpatorea]] [[Slawomir Nowaczyk]]

Internal/ReadingClub - Revision history

10.0.2.2: Created page with "== 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://..."