Einoshin Suzuki

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Retraining: A Simple Way to Improve the Ensemble Accuracy of Deep Neural Networks for Image Classification.

[BibT_eX]

[DOI]

Kaikai Zhao

Tetsu Matsukawa

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Exploiting Micro-Clusters to Close The Loop in Data-Mining Robots for Human Monitoring.

[BibT_eX]

[DOI]

Proceedings of the 2018 AAAI Spring Symposia, 2018

2017

Skeleton clustering by multi-robot monitoring for fall risk discovery.

[BibT_eX]

[DOI]

J. Intell. Inf. Syst., 2017

2016

Minimizing response time in time series classification.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2016

Person re-identification using CNN features learned from combination of attributes.

[BibT_eX]

[DOI]

Tetsu Matsukawa

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Hierarchical Gaussian Descriptor for Person Re-identification.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015

Classifying actions based on histogram of oriented velocity vectors.

[BibT_eX]

[DOI]

Somar Boubou

J. Intell. Inf. Syst., 2015

Ensemble anomaly detection from multi-resolution trajectory features.

[BibT_eX]

[DOI]

Theerasak Thanomphongphan

Yoichi Seki

Data Min. Knowl. Discov., 2015

Toward a platform for collecting, mining, and utilizing behavior data for detecting students with depression risks.

[BibT_eX]

[DOI]

Proceedings of the 8th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2015

Clustering Classifiers Learnt from Local Datasets Based on Cosine Similarity.

[BibT_eX]

[DOI]

Kaikai Zhao

Proceedings of the Foundations of Intelligent Systems - 22nd International Symposium, 2015

On the Feasibility of Discovering Meta-Patterns from a Data Ensemble.

[BibT_eX]

[DOI]

Proceedings of the Discovery Science - 18th International Conference, 2015

Visual impression localization of autonomous robots.

[BibT_eX]

[DOI]

Somar Boubou

A. H. Abdul Hafez

Proceedings of the IEEE International Conference on Automation Science and Engineering, 2015

Hidden Fatigue Detection for a Desk Worker Using Clustering of Successive Tasks.

[BibT_eX]

[DOI]

Proceedings of the Ambient Intelligence - 12th European Conference, AmI 2015, 2015

Continuous Query Processing Over Data, Streams and Services: Application to Robotics.

[BibT_eX]

[DOI]

Proceedings of the New Trends in Databases and Information Systems, 2015

2014

Transfer dimensionality reduction by Gaussian process in parallel.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2014

Finding peculiar compositions of two frequent strings with background texts.

[BibT_eX]

[DOI]

Daisuke Ikeda

Knowl. Inf. Syst., 2014

Multiple-robot monitoring system based on a service-oriented DBMS.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on PErvasive Technologies Related to Assistive Environments, 2014

Skeleton Clustering by Autonomous Mobile Robots for Subtle Fall Risk Discovery.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Intelligent Systems - 21st International Symposium, 2014

Discriminative Learning on Exemplary Patterns of Sequential Numerical Data.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Probabilistic Two-Level Anomaly Detection for Correlated Systems.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

Facial Expression Data Constructed with Kinect and Their Clustering Stability.

[BibT_eX]

[DOI]

Proceedings of the Active Media Technology - 10th International Conference, 2014

Multi-view Onboard Clustering of Skeleton Data for Fall Risk Discovery.

[BibT_eX]

[DOI]

Proceedings of the Ambient Intelligence, European Conference, 2014

Developing a Face Monitoring Robot for a Desk Worker.

[BibT_eX]

[DOI]

Ryosuke Kondo

Proceedings of the Ambient Intelligence, European Conference, 2014

2013

RoClust: Role discovery for graph clustering.

[BibT_eX]

[DOI]

Web Intell. Agent Syst., 2013

Extended MDL principle for feature-based inductive transfer learning.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2013

A feature-free and parameter-light multi-task clustering framework.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2013

Transfer learning by centroid pivoted mapping in noisy environment.

[BibT_eX]

[DOI]

J. Intell. Inf. Syst., 2013

Special Issue on Discovery Science: Guest Editor's Introduction.

[BibT_eX]

[DOI]

Comput. J., 2013

Time-sensitive Classification of Behavioral Data.

[BibT_eX]

[DOI]

Proceedings of the 13th SIAM International Conference on Data Mining, 2013

Towards Facilitating the Development of Monitoring Systems with Low-Cost Autonomous Mobile Robots.

[BibT_eX]

[DOI]

Proceedings of the Information Search, Integration, and Personalization, 2013

Detecting Academic Plagiarism with Graphs.

[BibT_eX]

[DOI]

Proceedings of the Extraction et gestion des connaissances (EGC'2013), Actes, 29 janvier, 2013

Fast Adaptive Object Detection towards a Smart Environment by a Mobile Robot.

[BibT_eX]

[DOI]

Proceedings of the Ambient Intelligence - 4th International Joint Conference, 2013

2012

Linear semi-supervised projection clustering by transferred centroid regularization.

[BibT_eX]

[DOI]

J. Intell. Inf. Syst., 2012

Linear Semi-Supervised Dimensionality Reduction with Pairwise Constraint for Multiple Subclasses.

[BibT_eX]

[DOI]

IEICE Trans. Inf. Syst., 2012

Intelligent Data Analysis by a Home-Use Human Monitoring Robot.

[BibT_eX]

[DOI]

Proceedings of the Advances in Intelligent Data Analysis XI - 11th International Symposium, 2012

Predicting the State of a Person by an Office-Use Autonomous Mobile Robot.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Intelligent Agent Technology, 2012

Human Detection by a Small Autonomous Mobile Robot.

[BibT_eX]

[DOI]

Kouhei Takemoto

Proceedings of the Extraction et gestion des connaissances (EGC'2012), Actes, janvier 31, 2012

Data Squashing for HSV Subimages by an Autonomous Mobile Robot.

[BibT_eX]

[DOI]

Emi Matsumoto

Proceedings of the Discovery Science - 15th International Conference, 2012

Query by Committee in a Heterogeneous Environment.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications, 8th International Conference, 2012

2011

Gaussian Process for Dimensionality Reduction in Transfer Learning.

[BibT_eX]

[DOI]

Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011

Feature-based Inductive Transfer Learning through Minimum Encoding.

[BibT_eX]

[DOI]

Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011

ACE: Anomaly Clustering Ensemble for Multi-perspective Anomaly Detection in Robot Behaviors.

[BibT_eX]

[DOI]

Theerasak Thanongphongphan

Yoichi Seki

Daisuke Hoshino

Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011

Compact Coding for Hyperplane Classifiers in Heterogeneous Environment.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011

A Compression-Based Dissimilarity Measure for Multi-task Clustering.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Intelligent Systems - 19th International Symposium, 2011

Using SVM to Avoid Humans: A Case of a Small Autonomous Mobile Robot in an Office.

[BibT_eX]

[DOI]

Emi Matsumoto

Michèle Sebag

Proceedings of the Computer and Information Sciences II, 2011

New Object Detection for On-board Robot Vision by Lifting Complex Wavelet Transforms.

[BibT_eX]

[DOI]

Proceedings of the Data Mining Workshops (ICDMW), 2011

Implementing Camshift on a Mobile Robot for Person Tracking and Pursuit.

[BibT_eX]

[DOI]

Somar Boubou

Proceedings of the Data Mining Workshops (ICDMW), 2011

Role-Behavior Analysis from Trajectory Data by Cross-Domain Learning.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Conference on Data Mining, 2011

On-Board Evolutionary Algorithm and Off-Line Rule Discovery for Column Formation in Swarm Robotics.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2011

A Parameter-Free Method for Discovering Generalized Clusters in a Network.

[BibT_eX]

[DOI]

Hiroshi Hirai

Proceedings of the Discovery Science - 14th International Conference, 2011

Role Discovery for Graph Clustering.

[BibT_eX]

[DOI]

Proceedings of the Web Technologies and Applications - 13th Asia-Pacific Web Conference, 2011

2010

Best papers from the 12th Pacific-Asia conference on knowledge discovery and data mining (PAKDD2008).

[BibT_eX]

[DOI]

Takashi Washio

Kai Ming Ting

Knowl. Inf. Syst., 2010

Semi-supervised Projection Clustering with Transferred Centroid Regularization.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

Subclass-Oriented Dimension Reduction with Constraint Transformation and Manifold Regularization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010

Understanding the Behaviour of Reactive Robots in a Patrol Task by Analysing Their Trajectories.

[BibT_eX]

[DOI]

Swagat Kumar

Thach Huy Nguyen

Proceedings of the 2010 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2010

Topology Preserving SOM with Transductive Confidence Machine.

[BibT_eX]

[DOI]

Zhiguang Qin

Proceedings of the Discovery Science - 13th International Conference, 2010

Discovering Community-Oriented Roles of Nodes in a Social Network.

[BibT_eX]

[DOI]

Proceedings of the Data Warehousing and Knowledge Discovery, 12th International Conference, 2010

Constructing Low-Cost Swarm Robots That March in Column Formation.

[BibT_eX]

[DOI]

Proceedings of the Swarm Intelligence - 7th International Conference, 2010

2009

Mining Peculiar Compositions of Frequent Substrings from Sparse Text Data Using Background Texts.

[BibT_eX]

[DOI]

Daisuke Ikeda

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2009

Discovering Action Rules That Are Highly Achievable from Massive Data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009

Negative Encoding Length as a Subjective Interestingness Measure for Groups of Rules.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009

Detection of unique temporal segments by information theoretic meta-clustering.

[BibT_eX]

[DOI]

Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

Compression-Based Measures for Mining Interesting Rules.

[BibT_eX]

[DOI]

Proceedings of the Next-Generation Applied Intelligence, 2009

Simulating Swarm Robots for Collision Avoidance Problem Based on a Dynamic Bayesian Network.

[BibT_eX]

[DOI]

Hiroshi Hirai

Proceedings of the Advances in Artificial Life. Darwin Meets von Neumann, 2009

Finding the <i>k</i>-Most Abnormal Subgraphs from a Single Graph.

[BibT_eX]

[DOI]

JianBin Wang

Proceedings of the Discovery Science, 12th International Conference, 2009

2008

Pitfalls for Categorizations of Objective Interestingness Measures for Rule Discovery.

[BibT_eX]

[DOI]

Proceedings of the Statistical Implicative Analysis, Theory and Applications, 2008

Unsupervised Cross-Domain Learning by Interaction Information Co-clustering.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

2007

Spiral Removal of Exceptional Patients for Mining Chronic Hepatitis Data.

[BibT_eX]

[DOI]

New Gener. Comput., 2007

Unifying Framework for Rule Semantics: Application to Gene Expression Data.

[BibT_eX]

[DOI]

Marie Agier

Fundam. Informaticae, 2007

Peut-on Capturer la Sémantique à Travers la Syntaxe ? - Découverte des Règles d'Exception Simultanée.

[BibT_eX]

[DOI]

Proceedings of the Extraction et gestion des connaissances (EGC'2007), 2007

Une règle d'exception en Analyse Statistique Implicative.

[BibT_eX]

[DOI]

Régis Gras

Pascale Kuntz

Proceedings of the Extraction et gestion des connaissances (EGC'2007), 2007

2006

Data Mining Methods for Discovering Interesting Exceptions from an Unsupervised Table.

[BibT_eX]

[DOI]

J. Univers. Comput. Sci., 2006

Intuitive Display for Search Engines Toward Fast Detection of Peculiar WWW Pages.

[BibT_eX]

[DOI]

Proceedings of the Web Intelligence Meets Brain Informatics, 2006

Visualizing Transactional Data with Multiple Clusterings for Knowledge Discovery.

[BibT_eX]

[DOI]

Nicolas Durand

Bruno Crémilleux

Proceedings of the Foundations of Intelligent Systems, 16th International Symposium, 2006

An Information Theoretic Approach to Detection of Minority Subsets in Database.

[BibT_eX]

[DOI]

Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

DPITT: Multi-viewpoint Visualization System for Detecting Peculiar WWW Pages Rapidly.

[BibT_eX]

[DOI]

Masayuki Hirose

Proceedings of the 2006 IEEE International Conference on Granular Computing, 2006

Classification non-supervisée de données relationnelles.

[BibT_eX]

[DOI]

Jérôme Maloberti

Proceedings of the Extraction et gestion des connaissances (EGC'2006), 2006

Strategy Diagram for Identifying Play Strategies in Multi-view Soccer Video Data.

[BibT_eX]

[DOI]

Proceedings of the Discovery Science, 9th International Conference, 2006

Distributed Multi-objective GA for Generating Comprehensive Pareto Front in Deceptive Optimization Problems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

2005

Unified algorithm for undirected discovery of exception rules.

[BibT_eX]

[DOI]

Jan M. Zytkow

Int. J. Intell. Syst., 2005

Worst Case and a Distribution-Based Case Analyses of Sampling for Rule Discovery Based on Generality and Accuracy.

[BibT_eX]

[DOI]

Appl. Intell., 2005

Multi-strategy Instance Selection in Mining Chronic Hepatitis Data.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Intelligent Systems, 15th International Symposium, 2005

Towards Ad-Hoc Rule Semantics for Gene Expression Data.

[BibT_eX]

[DOI]

Marie Agier

Proceedings of the Foundations of Intelligent Systems, 15th International Symposium, 2005

Mini-Car-Soccer as a testbed for granular computing.

[BibT_eX]

[DOI]

Masanori Yoshinaga

Yukihiro Nakamura

Proceedings of the 2005 IEEE International Conference on Granular Computing, 2005

Sample based crowding method for multimodal optimization in continuous domain.

[BibT_eX]

[DOI]

Shigenobu Kobayashi

Proceedings of the IEEE Congress on Evolutionary Computation, 2005

2004

Spiral Discovery of a Separate Prediction Model from Chronic Hepatitis Data.

[BibT_eX]

[DOI]

Proceedings of the New Frontiers in Artificial Intelligence - JSAI 2003 and JSAI 2004 Conferences and Workshops, Niigata, Japan, June 23-27, 2003 and Kanazawa, Japan, May 31, 2004

An Efficient Algorithm for Reducing Clauses Based on Constraint Satisfaction Techniques.

[BibT_eX]

[DOI]

Jérôme Maloberti

Proceedings of the Inductive Logic Programming, 14th International Conference, 2004

Using WWW-Distribution of Words in Detecting Peculiar Web Pages.

[BibT_eX]

[DOI]

Masayuki Hirose

Proceedings of the Discovery Science, 7th International Conference, 2004

Undirected Exception Rule Discovery as Local Pattern Detection.

[BibT_eX]

[DOI]

Proceedings of the Local Pattern Detection, 2004

2003

Detecting Hostile Accesses through Incremental Subspace Clustering.

[BibT_eX]

[DOI]

Masaki Narahashi

Proceedings of the 2003 IEEE / WIC International Conference on Web Intelligence, 2003

Decision-tree Induction from Time-series Data Based on a Standard-example Split Test.

[BibT_eX]

[DOI]

Yuu Yamada

Hideto Yokoi

Proceedings of the Machine Learning, 2003

Detecting Interesting Exceptions from Medical Test Data with Visual Summarization.

[BibT_eX]

[DOI]

Takeshi Watanabe

Hideto Yokoi

Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003

Improving Efficiency of Frequent Query Discovery by Eliminating Non-relevant Candidates.

[BibT_eX]

[DOI]

Jérôme Maloberti

Proceedings of the Discovery Science, 6th International Conference, 2003

Experimental Evaluation of Time-Series Decision Tree.

[BibT_eX]

[DOI]

Yuu Yamada

Hideto Yokoi

Proceedings of the Active Mining, Second International Workshop, 2003

2002

Undirected Discovery of Interesting Exception Rules.

[BibT_eX]

[DOI]

Int. J. Pattern Recognit. Artif. Intell., 2002

Iterative Data Squashing for Boosting Based on a Distribution-Sensitive Distance.

[BibT_eX]

[DOI]

Yuta Choki

Proceedings of the Principles of Data Mining and Knowledge Discovery, 2002

Data Squashing for Speeding Up Boosting-Based Outlier Detection.

[BibT_eX]

[DOI]

Shutaro Inatani

Proceedings of the Foundations of Intelligent Systems, 13th International Symposium, 2002

Finding an Optimal Gain-Ratio Subset-Split Test for a Set-Valued Attribute in Decision Tree Induction.

[BibT_eX]

Fumio Takechi

Proceedings of the Machine Learning, 2002

Toward knowledge-driven spiral discovery of exception rules.

[BibT_eX]

[DOI]

Yuu Yamada

Proceedings of the 2002 IEEE International Conference on Fuzzy Systems, 2002

In Pursuit of Interesting Patterns with Undirected Discovery of Exception Rules.

[BibT_eX]

[DOI]

Proceedings of the Progress in Discovery Science, 2002

Subspace Clustering Based on Compressibility.

[BibT_eX]

[DOI]

Masaki Narahashi

Proceedings of the Discovery Science, 5th International Conference, 2002

2001

Bloomy Decision Tree for Multi-objective Classification.

[BibT_eX]

[DOI]

Masafumi Gotoh

Yuta Choki

Proceedings of the Principles of Data Mining and Knowledge Discovery, 2001

Worst-Case Analysis of Rule Discovery.

[BibT_eX]

[DOI]

Proceedings of the Discovery Science, 4th International Conference, DS 2001, Washington, 2001

2000

Research Topics Discovery from WWW by Keywords Association Rules.

[BibT_eX]

[DOI]

David Ramamonjisoa

Issam A. Hamid

Proceedings of the Rough Sets and Current Trends in Computing, 2000

Unified Algorithm for Undirected Discovery of Execption Rules.

[BibT_eX]

[DOI]

Jan M. Zytkow

Proceedings of the Principles of Data Mining and Knowledge Discovery, 2000

Evaluating Hypothesis-Driven Exception-Rule Discovery with Medical Data Sets.

[BibT_eX]

[DOI]

Shusaku Tsumoto

Proceedings of the Knowledge Discovery and Data Mining, 2000

Exception Rule Mining with a Relative Interestingness Measure.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Discovery and Data Mining, 2000

Issues in Organizing a Successful Knowledge Discovery Contest.

[BibT_eX]

[DOI]

Proceedings of the Discovery Science, 2000

1999

Visualizing Discovered Rule Sets with Visual Graphs Based on Compressed Entropy Density.

[BibT_eX]

[DOI]

Hiroki Ishihara

Proceedings of the New Directions in Rough Sets, 1999

Support Vector Machines for Knowledge Discovery.

[BibT_eX]

[DOI]

Shinsuke Sugaya

Shusaku Tsumoto

Proceedings of the Principles of Data Mining and Knowledge Discovery, 1999

Prediction Rule Discovery Based on Dynamic Bias Selection.

[BibT_eX]

[DOI]

Toru Ohno

Proceedings of the Methodologies for Knowledge Discovery and Data Mining, 1999

Scheduled Discovery of Exception Rules.

[BibT_eX]

[DOI]

Proceedings of the Discovery Science, 1999

Normal Form Transformation for Object Recognition Based on Support Vector Machines.

[BibT_eX]

[DOI]

Shinsuke Sugaya

Proceedings of the Discovery Science, 1999

1998

Discovery of Surprising Exception Rules Based on Intensity of Implication.

[BibT_eX]

[DOI]

Yves Kodratoff

Proceedings of the Principles of Data Mining and Knowledge Discovery, 1998

Simultaneous Reliability Evaluation of Generality and Accuracy for Rule Discovery in Databases.

[BibT_eX]

[DOI]

Proceedings of the Fourth International Conference on Knowledge Discovery and Data Mining (KDD-98), 1998

1997

Autonomous Discovery of Reliable Exception Rules.

[BibT_eX]

[DOI]

Proceedings of the Third International Conference on Knowledge Discovery and Data Mining (KDD-97), 1997

1996

Exceptional Knowledge Discovery in Databases Based on Information Theory.

[BibT_eX]

[DOI]

Pierre Morizet-Mahoudeaux

Masamichi Shimura

Proceedings of the Second International Conference on Knowledge Discovery and Data Mining (KDD-96), 1996

1994

Knowledge-Based Handling of Design Expertise.

[BibT_eX]

[DOI]

Setsuo Ohsuga

Proceedings of the Tenth International Conference on Data Engineering, 1994

1993

Knowledge-based system for computer-aided drug design.

[BibT_eX]

[DOI]

Tatsuya Akutsu

Setsuo Ohsuga

Knowl. Based Syst., 1993

1991

Logic-based approach to expert systems in chemistry.

[BibT_eX]

[DOI]

Tatsuya Akutsu