Internal/ReadingClub

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

Intelligent systems in the automotive industry: applications and trends

Automotive Warranty Data: On the Relationship between the Driving Patterns and Warranty

A review of data mining applications for quality improvement in manufacturing industry

2013-04-12

Association rule-generation algorithm for mining automotive warranty data

Sequential pattern mining algorithm for automotive warranty data

Analysis of field data under two-dimensional warranty

Participants:

2013-03-22

Cancelled

2013-03-15

Cancelled

2013-03-08

Learning Decision Trees using the Fourier Spectrum

Constructing Simpler Decision Trees from Ensemble Models Using Fourier Analysis

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

Orthogonal Decision Trees

Rotation Forest: A New Classifier Ensemble Method

An Efficient Algorithm for Generating Generalized Decision Forests

Participants: Jens Lundström Rune Prytz Iulian Carpatorea Sławomir Nowaczyk

2013-02-22

A new integrated on-line fuzzy clustering and segmentation methodology with adaptive PCA approach for process monitoring and fault detection and diagnosis

Online clustering of parallel data streams

Participants: Rune Prytz Iulian Carpatorea Sławomir Nowaczyk Stefan Byttner

2013-02-08

A survey on learning from data streams: current and future trends

The Need for Low Bias Algorithms in Classification Learning from Large Data Sets

Issues in Evaluation of Stream Learning Algorithms

Participants: Rune Prytz Iulian Carpatorea Sławomir Nowaczyk

2013-02-01

Stacking with Multi-response Model Trees

Combining Multiple Models with Meta Decision Trees

Combining Classifiers with Meta Decision Trees

Participants: Rune Prytz Iulian Carpatorea Sławomir Nowaczyk Stefan Byttner

2013-01-25

Cancelled

2013-01-18

Stacking with Multi-response Model Trees

Feature Selection for Discrete and Numeric Class Machine Learning

Correlation-Based Feature Selection for Discrete and Numeric Class Machine Learning

Participants: Rune Prytz Iulian Carpatorea Sławomir Nowaczyk Stefan Byttner

2013-01-11

Analysis of Maintenance Histories of Industrial Equipment with Frequent Maintenance Demand

Developing Data Mining-Based Prognostic Models for CF-18 Aircraft

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

Data-driven Fault Diagnosis in a Hybrid Electric Vehicle Regenerative Braking System

Event-driven Data Mining Techniques for Automotive Fault Diagnosis

Fault Diagnosis of Automobile ECUs with data mining Technologies

Participants: Rune Prytz Iulian Carpatorea Sławomir Nowaczyk

2012-11-23

Metrics for Offline Evaluation of Prognostic Performance

Prognostics Performance Metrics and their Relation to Requirements, Design, Verification and Cost-Benefit

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

Metrics for Offline Evaluation of Prognostic Performance

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

An Information Theoretic Framework for Data Mining

Stackelberg Games for Adversarial Prediction Problems

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

A Language for Human Action

Knowledge Discovery in Time Series Databases

Change-Point Detection in Time-Series Data by Direct Density-Ratio Estimation

Participants: Rune Prytz Iulian Carpatorea Sławomir Nowaczyk

2012-09-21

Experiencing SAX: a novel symbolic representation of time series

A Symbolic Representation of Time Series, with Implications for Streaming Algorithms

Knowledge-Based Event Detection in Complex Time Series Data

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

2012-09-14

Mining Data Streams: A Review

Mining Time Series Data

An Online Algorithm for Segmenting Time Series

Online Segmentation of Time Series Based on Polynomial Least-Squares Approximations

Participants: Rune Prytz Iulian Carpatorea Slawomir Nowaczyk