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Discovery science 15th international conference, DS 2012, Lyon, France, October 29 - 31, 2012 ; proceedings Jean-Gabriel Ganascia ... (eds.)

Mitwirkende(r): Materialtyp: TextTextVerlagsnummer: 86157991Sprache: Englisch Reihen: ; 7569 | Lecture notes in computer science ; 7569Verlag: Berlin Heidelberg Springer 2012Beschreibung: XIII, 327 S. Ill., graph. Darst. 24 cmInhaltstyp:
  • Text
Medientyp:
  • ohne Hilfsmittel zu benutzen
Datenträgertyp:
  • Band
ISBN:
  • 3642334911
  • 9783642334917
Schlagwörter: Genre/Form: Andere physische Formen: Kein Titel; Online-Ausg.: Discovery Science; Erscheint auch als: Discovery ScienceDDC-Klassifikation:
  • 500 23
  • 006.31
  • 004
LOC-Klassifikation:
  • Q174
Andere Klassifikation:
  • SS 4800
  • 54.72
Online-Ressourcen:
Inhalte:
Data Squashing for HSV Subimages by an Autonomous Mobile Robot Einoshin Suzuki, Emi Matsumoto, Asuki Kouno
Predicting Ramp Events with a Stream-Based HMM Framework Carlos Abreu Ferreira, João Gama, Vítor Santos Costa, Vladimiro Miranda, Audun Botterud
Invited TalksDeclarative Modeling for Machine Learning and Data Mining Luc De Raedt
Cohesive Co-evolution Patterns in Dynamic Attributed Graphs Elise Desmier, Marc Plantevit, Céline Robardet, Jean-François Boulicaut
Efficient Redundancy Reduced Subgroup Discovery via Quadratic Programming Rui Li, Stefan Kramer
HCAC: Semi-supervised Hierarchical Clustering Using Confidence-Based Active Learning Bruno M. Nogueira, Alípio M. Jorge, Solange O. Rezende
LF-CARS: A Loose Fragment-Based Consensus Clustering Algorithm with a Robust Similarity Bi-Ru Dai, Chih-Heng Chung
Fast Approximation Algorithm for the 1-Median Problem Koji Tabata, Atsuyoshi Nakamura, Mineichi Kudo
Online Co-regularized Algorithms Tom de Ruijter, Evgeni Tsivtsivadze, Tom Heskes
Fast Progressive Training of Mixture Models for Model Selection Prem Raj Adhikari, Jaakko Hollmén
Including Spatial Relations and Scales within Sequential Pattern Extraction Mickaël Fabrègue, Agnès Braud, Sandra Bringay, Florence Le Ber, Maguelonne Teisseire
Burst Detection in a Sequence of Tweets Based on Information Diffusion Model Kazumi Saito, Kouzou Ohara, Masahiro Kimura, Hiroshi Motoda
Error-Correcting Output Codes as a Transformation from Multi-Class to Multi-Label Prediction Johannes Fürnkranz, Sang-Hyeun Park
An Assessment on Loan Performance from Combined Quantitative and Qualitative Data in XML Novita Ikasari, Fedja Hadzic
Structural Change Pattern Mining Based on Constrained Maximal k-Plex Search Yoshiaki Okubo, Makoto Haraguchi, Etsuji Tomita
Enhancing Patent Expertise through Automatic Matching with Scientific Papers Kafil Hajlaoui, Pascal Cuxac, Jean-Charles Lamirel, Claire François
Soft Threshold Constraints for Pattern Mining Willy Ugarte, Patrice Boizumault, Samir Loudni, Bruno Crémilleux.
Recent Developments in Pattern Mining Toon Calders
TutorialExploring Sequential Data Gilbert Ritschard
Regular PapersLarge Scale Spectral Clustering Using Resistance Distance and Spielman-Teng Solvers Nguyen Lu Dang Khoa, Sanjay Chawla
Prediction of Quantiles by Statistical Learning and Application to GDP Forecasting Pierre Alquier, Xiaoyin Li
Policy Search in a Space of Simple Closed-form Formulas: Towards Interpretability of Reinforcement Learning Francis Maes, Raphael Fonteneau, Louis Wehenkel, Damien Ernst
Towards Finding Relational Redescriptions Esther Galbrun, Angelika Kimmig
Descriptive Modeling of Systemic Banking Crises Dragan Gamberger, Dražen Lučanin, Tomislav Šmuc
A Trim Distance between Positions in Nucleotide Sequences Shunsuke Makino, Takaharu Shimada, Kouichi Hirata, Kouki Yonezawa, Kimihito Ito
Bearbeitungsvermerk:
  • Archivierung/Langzeitarchivierung gewährleistet PEBW
Andere Ausgaben: Erscheint auch als (Online-Ausgabe): / Discovery science; Erscheint auch als (Online-Ausgabe): / Ganascia, Jean-Gabriel: Discovery Science; Online-Ausg.: / Ganascia, Jean-Gabriel: Discovery Science
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Literaturangaben

Data Squashing for HSV Subimages by an Autonomous Mobile Robot Einoshin Suzuki, Emi Matsumoto, Asuki Kouno

Predicting Ramp Events with a Stream-Based HMM Framework Carlos Abreu Ferreira, João Gama, Vítor Santos Costa, Vladimiro Miranda, Audun Botterud

Invited TalksDeclarative Modeling for Machine Learning and Data Mining Luc De Raedt

Cohesive Co-evolution Patterns in Dynamic Attributed Graphs Elise Desmier, Marc Plantevit, Céline Robardet, Jean-François Boulicaut

Efficient Redundancy Reduced Subgroup Discovery via Quadratic Programming Rui Li, Stefan Kramer

HCAC: Semi-supervised Hierarchical Clustering Using Confidence-Based Active Learning Bruno M. Nogueira, Alípio M. Jorge, Solange O. Rezende

LF-CARS: A Loose Fragment-Based Consensus Clustering Algorithm with a Robust Similarity Bi-Ru Dai, Chih-Heng Chung

Fast Approximation Algorithm for the 1-Median Problem Koji Tabata, Atsuyoshi Nakamura, Mineichi Kudo

Online Co-regularized Algorithms Tom de Ruijter, Evgeni Tsivtsivadze, Tom Heskes

Fast Progressive Training of Mixture Models for Model Selection Prem Raj Adhikari, Jaakko Hollmén

Including Spatial Relations and Scales within Sequential Pattern Extraction Mickaël Fabrègue, Agnès Braud, Sandra Bringay, Florence Le Ber, Maguelonne Teisseire

Burst Detection in a Sequence of Tweets Based on Information Diffusion Model Kazumi Saito, Kouzou Ohara, Masahiro Kimura, Hiroshi Motoda

Error-Correcting Output Codes as a Transformation from Multi-Class to Multi-Label Prediction Johannes Fürnkranz, Sang-Hyeun Park

An Assessment on Loan Performance from Combined Quantitative and Qualitative Data in XML Novita Ikasari, Fedja Hadzic

Structural Change Pattern Mining Based on Constrained Maximal k-Plex Search Yoshiaki Okubo, Makoto Haraguchi, Etsuji Tomita

Enhancing Patent Expertise through Automatic Matching with Scientific Papers Kafil Hajlaoui, Pascal Cuxac, Jean-Charles Lamirel, Claire François

Soft Threshold Constraints for Pattern Mining Willy Ugarte, Patrice Boizumault, Samir Loudni, Bruno Crémilleux.

Recent Developments in Pattern Mining Toon Calders

TutorialExploring Sequential Data Gilbert Ritschard

Regular PapersLarge Scale Spectral Clustering Using Resistance Distance and Spielman-Teng Solvers Nguyen Lu Dang Khoa, Sanjay Chawla

Prediction of Quantiles by Statistical Learning and Application to GDP Forecasting Pierre Alquier, Xiaoyin Li

Policy Search in a Space of Simple Closed-form Formulas: Towards Interpretability of Reinforcement Learning Francis Maes, Raphael Fonteneau, Louis Wehenkel, Damien Ernst

Towards Finding Relational Redescriptions Esther Galbrun, Angelika Kimmig

Descriptive Modeling of Systemic Banking Crises Dragan Gamberger, Dražen Lučanin, Tomislav Šmuc

A Trim Distance between Positions in Nucleotide Sequences Shunsuke Makino, Takaharu Shimada, Kouichi Hirata, Kouki Yonezawa, Kimihito Ito

Discovery science

Ganascia, Jean-Gabriel: Discovery Science

Ganascia, Jean-Gabriel: Discovery Science

Archivierung/Langzeitarchivierung gewährleistet PEBW pdager DE-31

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