Intelligent Data Engineering and Automated Learning - IDEAL 2015 : 16th International Conference Wroclaw, Poland, October 14-16, 2015, Proceedings /
Intelligent Data Engineering and Automated Learning - IDEAL 2015 : 16th International Conference Wroclaw, Poland, October 14-16, 2015, Proceedings /
IDEAL 2015
edited by Konrad Jackowski, Robert Burduk, Krzysztof Walkowiak, Michał Woźniak, Hujun Yin.
- 1 online resource (xx, 560 pages) : illustrations
- Lecture Notes in Computer Science, 9375 0302-9743 ; LNCS sublibrary. SL 3, Information systems and applications, incl. Internet/Web, and HCI .
- Lecture notes in computer science ; 9375. LNCS sublibrary. SL 3, Information systems and applications, incl. Internet/Web, and HCI. .
Includes author index.
Evolutionary algorithms -- Neural networks -- Probabilistic modeling -- Swarm intelligent, multi-objective optimization, and practical applications in regression -- Classification -- Clustering.-Biological data processing -- Text processing -- Video analysis -- Computational intelligence for optimization of communication networks -- Discovering knowledge from data -- Simulation-driven DES-like modeling and performance evaluation -- Intelligent applications in real-world problems.
This book constitutes the refereed proceedings of the 16th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2015, held in Wroclaw, Breslau, in October 2015. The 64 revised full papers presented were carefully reviewed and selected from 127 submissions. These papers provided a valuable collection of recent research outcomes in data engineering and automated learning, from methodologies, frameworks, and techniques to applications. In addition to various topics such as evolutionary algorithms, neural networks, probabilistic modeling, swarm intelligent, multi-objective optimization, and practical applications in regression, classification, clustering, biological data processing, text processing, video analysis, IDEAL 2015 also featured a number of special sessions on several emerging topics such as computational intelligence for optimization of communication networks, discovering knowledge from data, simulation-driven DES-like modeling and performance evaluation, and intelligent applications in real-world problems.
English.
9783319248349 3319248340 9783319248356 3319248359
10.1007/978-3-319-24834-9 doi
com.springer.onix.9783319248349 Springer Nature
GBB8N3125 bnb
019148359 Uk
Data mining--Congresses.
Computer science.
Computers.
Algorithms.
Data mining.
Information organization.
Information retrieval.
Artificial intelligence.
Pattern perception.
Electronic Data Processing
Computers
Algorithms
Data Mining
Information Storage and Retrieval
Artificial Intelligence
Exploration de données (Informatique)--Congrès.
Informatique.
Ordinateurs.
Algorithmes.
Exploration de données (Informatique)
Organisation de l'information.
Recherche de l'information.
Intelligence artificielle.
Perception des structures.
computers.
algorithms.
information retrieval.
artificial intelligence.
Pattern recognition.
Artificial intelligence.
Algorithms & data structures.
Information retrieval.
User interface design & usability.
Data mining.
Computers--Computer Vision & Pattern Recognition.
Computers--Intelligence (AI) & Semantics.
Computers--Programming--Algorithms.
Computers--System Administration--Storage & Retrieval.
Computers--Machine Theory.
Computers--Database Management--Data Mining.
Information retrieval
Algorithms
Artificial intelligence
Computer science
Computers
Data mining
Information organization
Pattern perception
Dictionary
Congress
dictionaries.
proceedings (reports)
Dictionaries
Conference papers and proceedings
Dictionaries.
Conference papers and proceedings.
Dictionnaires.
Actes de congrès.
QA76.9.D343
006.312
Includes author index.
Evolutionary algorithms -- Neural networks -- Probabilistic modeling -- Swarm intelligent, multi-objective optimization, and practical applications in regression -- Classification -- Clustering.-Biological data processing -- Text processing -- Video analysis -- Computational intelligence for optimization of communication networks -- Discovering knowledge from data -- Simulation-driven DES-like modeling and performance evaluation -- Intelligent applications in real-world problems.
This book constitutes the refereed proceedings of the 16th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2015, held in Wroclaw, Breslau, in October 2015. The 64 revised full papers presented were carefully reviewed and selected from 127 submissions. These papers provided a valuable collection of recent research outcomes in data engineering and automated learning, from methodologies, frameworks, and techniques to applications. In addition to various topics such as evolutionary algorithms, neural networks, probabilistic modeling, swarm intelligent, multi-objective optimization, and practical applications in regression, classification, clustering, biological data processing, text processing, video analysis, IDEAL 2015 also featured a number of special sessions on several emerging topics such as computational intelligence for optimization of communication networks, discovering knowledge from data, simulation-driven DES-like modeling and performance evaluation, and intelligent applications in real-world problems.
English.
9783319248349 3319248340 9783319248356 3319248359
10.1007/978-3-319-24834-9 doi
com.springer.onix.9783319248349 Springer Nature
GBB8N3125 bnb
019148359 Uk
Data mining--Congresses.
Computer science.
Computers.
Algorithms.
Data mining.
Information organization.
Information retrieval.
Artificial intelligence.
Pattern perception.
Electronic Data Processing
Computers
Algorithms
Data Mining
Information Storage and Retrieval
Artificial Intelligence
Exploration de données (Informatique)--Congrès.
Informatique.
Ordinateurs.
Algorithmes.
Exploration de données (Informatique)
Organisation de l'information.
Recherche de l'information.
Intelligence artificielle.
Perception des structures.
computers.
algorithms.
information retrieval.
artificial intelligence.
Pattern recognition.
Artificial intelligence.
Algorithms & data structures.
Information retrieval.
User interface design & usability.
Data mining.
Computers--Computer Vision & Pattern Recognition.
Computers--Intelligence (AI) & Semantics.
Computers--Programming--Algorithms.
Computers--System Administration--Storage & Retrieval.
Computers--Machine Theory.
Computers--Database Management--Data Mining.
Information retrieval
Algorithms
Artificial intelligence
Computer science
Computers
Data mining
Information organization
Pattern perception
Dictionary
Congress
dictionaries.
proceedings (reports)
Dictionaries
Conference papers and proceedings
Dictionaries.
Conference papers and proceedings.
Dictionnaires.
Actes de congrès.
QA76.9.D343
006.312