Discovery science 15th International Conference, DS 2012, Lyon, France, October 29-31, 2012 : proceedings / Jean-Gabriel Ganascia, Philippe Lenca, Jean-Marc Petit (eds.).

Author/creator International Conference on Discovery Science
Other author Ganascia, Jean-Gabriel.
Other author Lenca, Philippe.
Other author Petit, Jean-Marc.
Format Electronic
Publication InfoHeidelberg ; New York : Springer,
Descriptionxiii, 327 p. : ill. ; 24 cm.
Supplemental ContentFull text available from Springer Nature - Springer Computer Science eBooks 2012 English International
Supplemental ContentFull text available from Springer Books
Supplemental ContentFull text available from SpringerLINK Lecture Notes in Computer Science Contemporary (1997-present)
Subjects
Science--Philosophy. --Congresses.
Discoveries in science--Congresses.
Research--Automation. --Congresses.
Machine learning--Congresses.
Data mining--Congresses.

Variant title DS 2012
SeriesLecture notes in computer science, 0302-9743 ; 7569.
LNCS sublibrary: SL 7-Artificial intelligence
Lecture notes in computer science ; 7569. ^A466336
LNCS sublibrary. SL 7, Artificial intelligence. UNAUTHORIZED
Contents Invited Talks -- Declarative Modeling for Machine Learning and Data Mining / Luc De Raedt -- Recent Developments in Pattern Mining / Toon Calders -- Tutorial -- Exploring Sequential Data / Gilbert Ritschard -- Regular Papers -- Large 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 --
Contents Data Squashing for HSV Subimages by an Autonomous Mobile Robot / Einoshin Suzuki, Emi Matsumoto, Asuki Kouno -- 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 --
Contents Predicting Ramp Events with a Stream-Based HMM Framework / Carlos Abreu Ferreira, João Gama, Vítor Santos Costa, Vladimiro Miranda, Audun Botterud -- 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.
Bibliography noteIncludes bibliographical references and index.
Access restrictionAvailable only to authorized users.
Technical detailsMode of access: World Wide Web
Genre/formElectronic books.
LCCN 2012947814
ISBN9783642334917 (pbk. : alk. paper)
ISBN3642334911 (pbk. : alk. paper)

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