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Logical and relational learning
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ISBN: 3540688560 3540200401 3642057489 9783642057489 9783540688563 9783540200406 Year: 2008 Publisher: Berlin Springer

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This textbook covers logical and relational learning in depth, and hence provides an introduction to inductive logic programming (ILP), multirelational data mining (MRDM) and (statistical) relational learning (SRL). These subfields of data mining and machine learning are concerned with the analysis of complex and structured data sets that arise in numerous applications, such as bio- and chemoinformatics, network analysis, Web mining, natural language processing, within the rich representations offered by relational databases and computational logic. The author introduces the machine learning and representational foundations of the field and explains some important techniques in detail by using some of the classic case studies centered around well-known logical and relational systems. The book is suitable for use in graduate courses and should be of interest to graduate students and researchers in computer science, databases and artificial intelligence, as well as practitioners of data mining and machine learning. It contains numerous figures and exercises, and slides are available for many chapters.

Keywords

Computer science. --- Software engineering. --- Database management. --- Data mining. --- Information storage and retrieval. --- Artificial intelligence. --- Computer Science. --- Software Engineering/Programming and Operating Systems. --- Artificial Intelligence (incl. Robotics). --- Data Mining and Knowledge Discovery. --- Database Management. --- Information Storage and Retrieval. --- Information Systems Applications (incl. Internet). --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Algorithmic knowledge discovery --- Factual data analysis --- KDD (Information retrieval) --- Knowledge discovery in data --- Knowledge discovery in databases --- Mining, Data --- Database searching --- Data base management --- Data services (Database management) --- Database management services --- DBMS (Computer science) --- Generalized data management systems --- Services, Database management --- Systems, Database management --- Systems, Generalized database management --- Computer software engineering --- Engineering --- Informatics --- Science --- Logic programming. --- Uncertainty (Information theory) --- Machine learning --- Statistical methods. --- Learning, Machine --- Artificial intelligence --- Measure of uncertainty (Information theory) --- Shannon's measure of uncertainty --- System uncertainty --- Information measurement --- Probabilities --- Questions and answers --- Computer programming --- Information Technology --- Artificial Intelligence --- Data mining --- Logic programming --- Relational databases --- Apprentissage automatique --- Exploration de données (Informatique) --- Programmation logique --- Bases de données relationnelles --- Information storage and retrieva. --- Artificial Intelligence. --- Information storage and retrieval systems. --- Automatic data storage --- Automatic information retrieval --- Automation in documentation --- Computer-based information systems --- Data processing systems --- Data storage and retrieval systems --- Discovery systems, Information --- Information discovery systems --- Information processing systems --- Information retrieval systems --- Machine data storage and retrieval --- Mechanized information storage and retrieval systems --- Computer systems --- Electronic information resources --- Data libraries --- Digital libraries --- Information organization --- Information retrieval --- Application software. --- Application computer programs --- Application computer software --- Applications software --- Apps (Computer software) --- Computer software --- Artificial intelligence. Robotics. Simulation. Graphics


Digital
Inductive logic programming: 19th international conference, ILP 2009, Leuven, Belgium, July 02-04, 2009: revised paper
Author:
ISBN: 9783642138393 9783642138409 9783642138416 Year: 2010 Publisher: Berlin Springer

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Book
Logical and relational learning.
Author:
ISBN: 9783540860129 Year: 2008 Publisher: Berlin Springer Verlag

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Book
Proceedings of the 5th International workshop on inductive logic programming
Author:
Year: 1995 Publisher: s. n. Leuven s.n.

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Machine learning: ECML 94. European conference on machine learning, Catania, Italy, April 94. Proceedings
Authors: ---
ISBN: 0387578684 Year: 1994 Publisher: Berlin : Springer-Verlag,

Principles of data mining ns knowldge discovery : 5th European conference, PKDD 2001, Freiburg, Germany, September 2001. Proceedings
Authors: ---
ISBN: 3540425349 3540447946 Year: 2001 Publisher: New York, NY ; Berlin : Springer-Verlag,

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This book constitutes the refereed proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery, PKDD 2001, held in Freiburg, Germany, in September 2001. The 40 revised full papers presented together with four invited contributions were carefully reviewed and selected from close to 100 submissions. Among the topics addressed are hidden Markov models, text summarization, supervised learning, unsupervised learning, demographic data analysis, phenotype data mining, spatio-temporal clustering, Web-usage analysis, association rules, clustering algorithms, time series analysis, rule discovery, text categorization, self-organizing maps, filtering, reinforcemant learning, support vector machines, visual data mining, and machine learning.

Keywords

Data mining --- Database searching --- Expert systems (Computer science) --- Computer Science --- Engineering & Applied Sciences --- 681.3*I2 <063> --- 681.3*H3 <063> --- 681.3*J1 --- 681.3*H2 <063> --- 681.3*G3 <063> --- 681.3*I7 <063> --- 681.3*F42 <063> --- 681.3*F41 <063> --- Artificial intelligence. AI--Congressen --- Information storage and retrieval--Congressen --- Administrative data processing (Computer applications) --- Database management: security; integrity; protection--See also {?681.5*E5}--Congressen --- Probability and statistics: probabilistic algorithms (including Monte Carlo);random number generation; statistical computing; statistical software (Mathematics of computing)--Congressen --- Text processing (Computing methodologies)--See also {681.3*H4}--Congressen --- Grammars and other rewriting systems: decision problems; grammar types; parallel rewriting systems; parsing; thue systems (Mathematical logic and formal languages)--See also {681.3*D31}--Congressen --- Mathematical logic: computability theory; computational logic; lambda calculus; logic programming; mechanical theorem proving; model theory; proof theory;recursive function theory--See also {681.3*F11}; {681.3*I22}; {681.3*I23}--Congressen --- 681.3*J1 Administrative data processing (Computer applications) --- 681.3*I2 <063> Artificial intelligence. AI--Congressen --- Computer science. --- Information technology. --- Business --- Data structures (Computer science). --- Database management. --- Information storage and retrieval. --- Artificial intelligence. --- Text processing (Computer science). --- Computer Science. --- Artificial Intelligence (incl. Robotics). --- Data Structures, Cryptology and Information Theory. --- Database Management. --- IT in Business. --- Information Storage and Retrieval. --- Document Preparation and Text Processing. --- Data processing. --- Processing, Text (Computer science) --- Database management --- Electronic data processing --- Information storage and retrieval systems --- Word processing --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Bionics --- Cognitive science --- Digital computer simulation --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Data base management --- Data services (Database management) --- Database management services --- DBMS (Computer science) --- Generalized data management systems --- Services, Database management --- Systems, Database management --- Systems, Generalized database management --- Information structures (Computer science) --- Structures, Data (Computer science) --- Structures, Information (Computer science) --- File organization (Computer science) --- Abstract data types (Computer science) --- IT (Information technology) --- Technology --- Telematics --- Information superhighway --- Knowledge management --- Informatics --- Science --- Data structures (Computer scienc. --- Information storage and retrieva. --- Natural language processing (Computer science). --- Artificial Intelligence. --- Data Structures and Information Theory. --- Natural Language Processing (NLP). --- Information storage and retrieval systems. --- NLP (Computer science) --- Artificial intelligence --- Human-computer interaction --- Semantic computing --- Automatic data storage --- Automatic information retrieval --- Automation in documentation --- Computer-based information systems --- Data processing systems --- Data storage and retrieval systems --- Discovery systems, Information --- Information discovery systems --- Information processing systems --- Information retrieval systems --- Machine data storage and retrieval --- Mechanized information storage and retrieval systems --- Computer systems --- Electronic information resources --- Data libraries --- Digital libraries --- Information organization --- Information retrieval --- Business—Data processing.


Book
Towards friendly concept-learners
Authors: ---
Year: 1989 Publisher: Leuven KUL. Department of computer science

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Top-down induction of logical decision trees
Authors: ---
Year: 1997 Publisher: Leuven KUL. Department of computing science

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