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Advances in Knowledge Discovery and Management : Volume 10
| Advances in Knowledge Discovery and Management : Volume 10 |
| Autore | Jaziri Rakia |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing AG, , 2024 |
| Descrizione fisica | 1 online resource (140 pages) |
| Altri autori (Persone) |
MartinArnaud
CornuéjolsAntoine CuvelierEtienne GuilletFabrice |
| Collana | Studies in Computational Intelligence Series |
| ISBN | 3-031-40403-3 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Review Committee -- Preface -- Contents -- Editors and Contributors -- New Methods for Compressing Table Constraints -- 1 Introduction -- 2 Background -- 2.1 Constraint Satisfaction Problem -- 2.2 Frequent Itemset Mining -- 2.3 Compression of Table Constraints by Enumeration of Frequent Itemsets -- 3 Related Works -- 4 Frequent Pattern Tree Compression Method+ (FPTCM+) -- 4.1 FPTCM+ in Nutshell -- 4.2 Summarization Using Compression Rate -- 4.3 Weaknesses of FPTCM+ -- 5 Improved Frequent Pattern Tree Compression Method+ (IFPTCM+) -- 5.1 IFPTCM+ in Nutshell -- 5.2 Setting the Value of Parameter k -- 6 Solving Compressed CSP -- 7 Experiments -- 7.1 Experimental Protocol -- 7.2 Comparing IFPTCM+ and FPTCM+ with FPTCM -- 7.3 Comparing with State-of-the-Art GAC Algorithms -- 8 Conclusion -- References -- Construction and Elicitation of a Black Box Model in the Game of Bridge -- 1 Introduction -- 2 Problem Addressed -- 2.1 Problem Statement -- 3 Automatic Data Generation and Modelling Methodology -- 3.1 Problem Modelling -- 3.2 Data Generation -- 3.3 Data Labelling -- 3.4 Relational Data Modelling -- 4 Learning Expert Rules -- 4.1 Inductive Logic Programming Systems -- 4.2 Learning Setup -- 4.3 First Experiments -- 5 Expert Rule Analysis and New Experiments -- 5.1 Expert Rule Analysis -- 5.2 New Experiments -- 6 Conclusion -- Appendix 1 -- Tree-Based and Rule-Based Models -- Appendix 2 -- Expert Comparison of Models M and H -- Transition Zones Within HCP -- Transition Zones Within Distribution -- Summary -- References -- Knowledge Graph Publishing with Anatomy, Toward a New Privacy and Utility Trade-Off -- 1 Introduction -- 2 Background Knowledge -- 2.1 Privacy Preserving Data Publication -- 2.2 Semantic Web Technologies -- 3 Principle of Our Knowledge Graph Anatomy -- 3.1 Graph Structural Level Modifications -- 3.2 Ontology-Driven Anatomy.
4 Implementation -- 4.1 Preprocessing Step -- 4.2 Retrieving the Initial Clusters -- 4.3 Merging Groups -- 4.4 Generating Update Queries -- 5 Related Work -- 6 Experimentation -- 6.1 Setting -- 6.2 Datasets and Queries -- 6.3 Results -- 7 Conclusion -- References -- Comparison of Short-Text Embeddings for Unsupervised Event Detection in a Stream of Tweets -- 1 Introduction -- 2 State of the Art -- 2.1 Tweet Clustering -- 2.2 Text Embeddings -- 3 Evaluation Methods -- 3.1 Classification -- 3.2 Clustering -- 4 Experiments -- 4.1 Datasets -- 4.2 Tested Embeddings -- 4.3 Fine-Tuning Sentence-BERT for French -- 5 Results -- 5.1 Classification Results -- 6 Conclusion -- References -- Multilingual Question Answering Applied to Conversational Agents -- 1 Introduction -- 2 Related Works: Language Models for Natural Language Processing -- 3 BERT and Its Multilingual Extension -- 4 Experiments on Multilingual and Cross-Lingual QA Tasks -- 4.1 Experiment 1: Zero-Shot Transfer on French and Japanese -- 4.2 Experiment 2: Cross Lingual Question Answering -- 4.3 Experiment 3: Comparison Between the Transferred Model and a Target Model -- 4.4 Discussion -- 5 KATE, A Multilingual Chatbot that Answers From Webpages -- 6 Conclusion -- References -- Reinforcement Learning for Expert Finding from Web Search Results -- 1 Introduction -- 2 DRL for the Extraction of Career Evolution -- 2.1 Deep Reinforcement Learning -- 2.2 Markov Decision Process -- 2.3 Deep Q-Network for Information Extraction from Web Search Results -- 3 Experimental Framework -- 3.1 Experimental Results -- 4 Conclusions and Future Work -- References -- Author Index. |
| Record Nr. | UNINA-9910831020003321 |
Jaziri Rakia
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| Cham : , : Springer International Publishing AG, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Advances in Knowledge Discovery and Management : Volume 8 / / edited by Bruno Pinaud, Fabrice Guillet, Fabien Gandon, Christine Largeron
| Advances in Knowledge Discovery and Management : Volume 8 / / edited by Bruno Pinaud, Fabrice Guillet, Fabien Gandon, Christine Largeron |
| Edizione | [1st ed. 2019.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 |
| Descrizione fisica | 1 online resource (XVIII, 183 p. 75 illus., 33 illus. in color.) |
| Disciplina |
006.3
006.312 |
| Collana | Studies in Computational Intelligence |
| Soggetto topico |
Computational intelligence
Artificial intelligence Computational Intelligence Artificial Intelligence |
| ISBN | 3-030-18129-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Part I: Clustering -- Chapter 1. Model based co-clustering of mixed numerical and binary data -- Chapter 2. Co-clustering based exploratory analysis of mixed-type data tables -- Part II: Textual Data -- Chapter 3. Automatically selecting complementary vector representations for semantic textual similarity, etc. |
| Record Nr. | UNINA-9910483681703321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Advances in Knowledge Discovery and Management : Volume 7 / / edited by Bruno Pinaud, Fabrice Guillet, Bruno Cremilleux, Cyril de Runz
| Advances in Knowledge Discovery and Management : Volume 7 / / edited by Bruno Pinaud, Fabrice Guillet, Bruno Cremilleux, Cyril de Runz |
| Edizione | [1st ed. 2018.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 |
| Descrizione fisica | 1 online resource (XIII, 147 p. 46 illus., 35 illus. in color.) |
| Disciplina | 006.312 |
| Collana | Studies in Computational Intelligence |
| Soggetto topico |
Computational intelligence
Artificial intelligence Data mining Knowledge management Computational Intelligence Artificial Intelligence Data Mining and Knowledge Discovery Knowledge Management |
| ISBN | 3-319-65406-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | A Combined Approach for Ontology Enrichment from Textual and Open Data -- C-SPARQL Extension for Sampling RDF Graphs Streams -- Efficiency Analysis of ASP Encodings for Sequential Pattern Mining Tasks. |
| Record Nr. | UNINA-9910299874303321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Advances in Knowledge Discovery and Management : Volume 6 / / edited by Fabrice Guillet, Bruno Pinaud, Gilles Venturini
| Advances in Knowledge Discovery and Management : Volume 6 / / edited by Fabrice Guillet, Bruno Pinaud, Gilles Venturini |
| Edizione | [1st ed. 2017.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017 |
| Descrizione fisica | 1 online resource (XXI, 278 p. 81 illus., 61 illus. in color.) |
| Disciplina | 658.4038 |
| Collana | Studies in Computational Intelligence |
| Soggetto topico |
Data mining
Computational intelligence Artificial intelligence Data Mining and Knowledge Discovery Computational Intelligence Artificial Intelligence |
| ISBN | 3-319-45763-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Part I: Online learning of a weighted selective naive Bayes classifier with non-convex optimization -- On making skyline queries resistant to outliers -- Adaptive Down-Sampling and Dimension Reduction in Time Elastic Kernel Machines for Efficient Recognition of Isolated Gestures -- Exact and Approximate Minimal Pattern Mining -- Part II: Comparison of proximity measures for a topological discrimination -- Comparison of linear modularization criteria using the relational formalism, an approach to easily identify resolution limit -- A novel approach to feature selection based on quality estimation metrics -- Ultrametricity of Dissimilarity Spaces and Its Significance for Data Mining -- Part III: SMERA: Semantic Mixed Approach for Web Query Expansion and Reformulation -- Multi-layer ontologies for integrated 3D shape segmentation and annotation -- Ontology Alignment Using Web Linked Ontologies as Background Knowledge -- LIAISON: reconciLIAtion of Individuals profiles across SOcial Networks -- Clustering of Links and Clustering of Nodes: Fusion of Knowledge in Social Networks. |
| Record Nr. | UNINA-9910254356903321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Advances in Knowledge Discovery and Management : Volume 5 / / edited by Fabrice Guillet, Bruno Pinaud, Gilles Venturini, Djamel Abdelkader Zighed
| Advances in Knowledge Discovery and Management : Volume 5 / / edited by Fabrice Guillet, Bruno Pinaud, Gilles Venturini, Djamel Abdelkader Zighed |
| Edizione | [1st ed. 2016.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 |
| Descrizione fisica | 1 online resource (XVIII, 137 p. 40 illus., 29 illus. in color.) |
| Disciplina | 006.3 |
| Collana | Studies in Computational Intelligence |
| Soggetto topico |
Computational intelligence
Artificial intelligence Operations research Decision making Computational Intelligence Artificial Intelligence Operations Research/Decision Theory |
| ISBN | 3-319-23751-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Structure of the Book -- Acknowledgments -- Review Committee -- Associated Reviewers -- Contents -- Editors and Contributors -- Part IApplications of KDMto Real Datasets -- A Study of the Spatio-Temporal Correlations in Mobile Calls Networks -- 1 Introduction -- 2 Antenna Clustering Based on Mobile Calls -- 2.1 Related Works -- 2.2 Applying the MODL Approach -- 3 Analysis of the Spatial Correlations -- 3.1 A Countrywide Analysis -- 3.2 A Local Analysis -- 4 Spatio-Temporal Analysis -- 5 Conclusion -- References -- Co-Clustering Network-Constrained Trajectory Data -- 1 Introduction -- 2 Clustering Approaches -- 2.1 Clustering the Projected Trajectory and Segment Graphs -- 2.2 Direct Co-Clustering of the Bipartite Graph -- 3 Experimental Study -- 3.1 Experimental Setting -- 3.2 Analysis of Trajectory Clusters -- 3.3 Mutual Analysis of Trajectory and Segment Clusters -- 4 Related Work -- 5 Conclusions -- References -- Medical Discourse and Subjectivity -- 1 Introduction -- 2 Building and Preparation of Material -- 2.1 Corpora -- 2.2 Resources -- 3 Method -- 3.1 Linguistic and Semantic Annotation of Corpora -- 3.2 Automatic Categorization -- 4 Presentation and Discussion of Results -- 4.1 Annotation and Its Evaluation -- 4.2 Automatic Categorization -- 5 Conclusion and Future Work -- References -- Part IIFoundations of KDM -- Relational Concept Analysis for Relational Data Exploration -- 1 Introduction -- 2 Formal Concept Analysis -- 3 RCA and Its Extension for Exploratory Analysis -- 3.1 Relational Concept Analysis -- 3.2 Exploratory Relational Concept Analysis -- 4 Exploration Examples -- 4.1 Exploring Links Between Traits and Physico-Chemical Parameters -- 4.2 Focusing on Specific Relations -- 5 Related Work -- 6 Discussion and Conclusion -- References.
Dynamic Recommender System: Using Cluster-Based Biases to Improve the Accuracy of the Predictions -- 1 Introduction -- 2 Preliminaries -- 2.1 Prediction Issue -- 2.2 Matrix Factorization -- 2.3 Biased MF -- 2.4 Dynamicity and Performance Requirements -- 3 Dynamic Recommendations -- 3.1 Why Clustering? -- 3.2 The CBMF Model -- 3.3 Integration of Incoming Ratings -- 3.4 Complexity Analysis -- 4 Experimental Evaluation -- 4.1 Implementation and Experimental Setup -- 4.2 Datasets -- 4.3 Initial Quality -- 4.4 Large Training Sets Improve Quality -- 4.5 Quantifying the Need for Online Integration -- 4.6 Robustness to Time of Our Online Integration Model -- 4.7 Quality Versus Performance Tradeoff for Online Integration -- 4.8 Benefit of Refactorization -- 5 Related Work -- 6 Conclusion -- References -- Mining (Soft-) Skypatterns Using Constraint Programming -- 1 Introduction -- 2 The Skypattern Mining Problem -- 2.1 Context and Definitions -- 2.2 Skypatterns -- 3 The Soft Skypattern Mining Problem -- 3.1 Edge-Skypatterns -- 3.2 δ-Skypatterns -- 4 Mining (Soft-) Skypatterns Using CP -- 4.1 CSP -- 4.2 Dynamic CSP -- 4.3 Mining Skypatterns Using Dynamic CSP -- 4.4 Example -- 4.5 Mining Soft Skypatterns Using Dynamic CSP -- 4.6 Pattern Encoding -- 4.7 Closedness Constraints -- 5 Related Work -- 6 Experimental Study -- 6.1 Experiments on UCI Benchmarks -- 6.2 Case Study: Discovering Toxicophores -- 7 Conclusion -- References -- Author Index. |
| Record Nr. | UNINA-9910254189303321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Advances in Knowledge Discovery and Management : Volume 4 / / edited by Fabrice Guillet, Bruno Pinaud, Gilles Venturini, Djamel Abdelkader Zighed
| Advances in Knowledge Discovery and Management : Volume 4 / / edited by Fabrice Guillet, Bruno Pinaud, Gilles Venturini, Djamel Abdelkader Zighed |
| Edizione | [1st ed. 2014.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014 |
| Descrizione fisica | 1 online resource (XVI, 175 p. 63 illus., 25 illus. in color.) |
| Disciplina | 006.3 |
| Collana | Studies in Computational Intelligence |
| Soggetto topico |
Computational intelligence
Artificial intelligence Computational Intelligence Artificial Intelligence |
| ISBN | 3-319-02999-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910299488203321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Advances in knowledge discovery and management . Volume 3 / / Fabrice Guillet ...[et al.] (eds.)
| Advances in knowledge discovery and management . Volume 3 / / Fabrice Guillet ...[et al.] (eds.) |
| Edizione | [1st ed. 2013.] |
| Pubbl/distr/stampa | Berlin ; ; Heidelberg, : Springer, c2013 |
| Descrizione fisica | 1 online resource (XVIII, 222 p.) |
| Disciplina | 006.3 |
| Altri autori (Persone) | GuilletFabrice |
| Collana | Studies in compuational intelligence |
| Soggetto topico |
Data mining
Knowledge management |
| ISBN | 3-642-35855-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Data Mining, Classification and Queries -- A Bayesian Criterion for Evaluating the Robustness of Classification Rules in Binary Data Sets / Dominique Gay, Marc Boullé -- Mining Sequential Patterns: A Context-Aware Approach / Julien Rabatel, Sandra Bringay, Pascal Poncelet -- Comparison of Proximity Measures: A Topological Approach / Djamel Abdelkader Zighed, Rafik Abdesselam, Ahmed Bounekkar -- Comparing Two Discriminant Probabilistic Interestingness Measures for Association Rules / Israël César Lerman, Sylvie Guillaume -- A New Way for Hierarchical and Topological Clustering / Hanane Azzag, Mustapha Lebbah -- Summarizing and Querying Logs of OLAP Queries / Julien Aligon, Patrick Marcel, Elsa Negre -- Ontology and Semantic -- A Complete Life-Cycle for the Semantic Enrichment of Folksonomies / Freddy Limpens, Fabien Gandon, Michel Buffa -- Ontology-Based Formal Specifications for User-Friendly Geospatial Data Discovery / Ammar Mechouche, Nathalie Abadie, Emeric Prouteau, Sébastien Mustière -- Methods and Tools for Automatic Construction of Ontologies from Textual Resources: A Framework for Comparison and Its Application / Toader Gherasim, Mounira Harzallah, Giuseppe Berio, Pascale Kuntz -- User Centered Cognitive Maps / Lionel Chauvin, David Genest, Aymeric Le Dorze, Stéphane Loiseau. |
| Record Nr. | UNINA-9910437762103321 |
| Berlin ; ; Heidelberg, : Springer, c2013 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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