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machine learning and data mining in pattern recognition 1

引用

丛书名： Lecture Notes in Computer Science

1000年

作者： Petra Perner

ISBN: (数字)9783642315374

ISBN: (纸本)9783642315367

this book constitutes the refereed proceedings of the 8th international conference, MLDM 2012, held in Berlin, Germany in July 2012. the 51 revised full papers presented were carefully reviewed and selected from 212 submissions. the topics range from theoretical topics for classification, clustering, association rule and pattern mining to specific data mining methods for the different multimedia data types such as image mining, text mining, video mining and web mining.

关键词： Artificial Intelligence Mathematical Logic and Formal Languages database Management data mining and Knowledge Discovery pattern recognition Image Processing and Computer Vision

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Artificial Intelligence Applications and Innovations 1

引用

丛书名： IFIP Advances in Information and Communication Technology

1000年

作者： Lazaros Iliadis Ilias Maglogiannis Harris Papadopoulos

ISBN: (数字)9783642239601

ISBN: (纸本)9783642239595;9783642269653

the two-volume set IFIP AICT 363 and 364 constitutes the refereed proceedings of the 12th international conference on Engineering Applications of Neural Networks, EANN 2011, and the 7th IFIP WG 12.5 international conference, AIAI 2011, held jointly in Corfu, Greece, in September 2011. the 52 revised full papers and 28 revised short papers presented together with 31 workshop papers were carefully reviewed and selected from 150 submissions. the second volume includes the papers that were accepted for presentation at the AIAI 2011 conference. they are organized in topical sections on computer vision and robotics, classification/pattern recognition, financial and management applications of AI, fuzzy systems, learning and novel algorithms, recurrent and radial basis function ANN, machine learning, generic algorithms, data mining, reinforcement learning, Web applications of ANN, medical applications of ANN and ethics of AI, and environmental and earth applications of AI. the volume also contains the accepted papers from the First Workshop on Computational Intelligence in Software Engineering (CISE 2011) and the Workshop on Artificial Intelligence Applications in Biomedicine (AIAB 2011).

关键词： Artificial Intelligence Information Systems Applications (incl. Internet) Information Storage and Retrieval database Management data mining and Knowledge Discovery Computation by Abstract Devices

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database Systems for Advanced Applications. DASFAA 2021 international Workshops 1

引用

丛书名： Lecture Notes in Computer Science

1000年

作者： Christian S. Jensen Ee-Peng Lim De-Nian Yang Chia-Hui Chang Jianliang Xu Wen-Chih Peng Jen-Wei Huang Chih-Ya Shen

ISBN: (数字)9783030732165

ISBN: (纸本)9783030732158

the 29 revised full papers presented in this book were carefully reviewed and selected from 84 submissions.;6th international Workshop on Big data Quality Management (BDQM 2021);5th international Workshop on Graph data Management and Analysis (GDMA 2021);First international Workshop on machine learning and Deep learning for data Security Applications (MLDLDSA 2021);6th international Workshop on Mobile data Management, mining, and Computing on Social Network (MobiSocial 2021);2021 international Workshop on Mobile Ubiquitous Systems and Technologies (MUST 2021)

关键词： data mining and Knowledge Discovery Computer Communication Networks data Structures and Information theory Artificial Intelligence Computer Imaging, Vision, pattern recognition and Graphics Computer Systems Organization and Communication Networks

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Practical Applications of Intelligent Systems 1

引用

丛书名： Advances in Intelligent and Soft Computing

1000年

作者： Yinglin Wang Tianrui Li

ISBN: (数字)9783642256585

ISBN: (纸本)9783642256578

Proceedings of the Sixth international conference on Intelligent System and Knowledge Engineering presents selected papers from the conference ISKE 2011, held December 15-17 in Shanghai, China. this proceedings doesn’t only examine original research and approaches in the broad areas of intelligent systems and knowledge engineering, but also present new methodologies and practices in intelligent computing paradigms. the book introduces the current scientific and technical advances in the fields of artificial intelligence, machine learning, pattern recognition, data mining, information retrieval, knowledge-based systems, knowledge representation and reasoning, multi-agent systems, natural-language processing, etc. Furthermore, new computing methodologies are presented, including cloud computing, service computing and pervasive computing with traditional intelligent methods.;the proceedings will be beneficial for both researchers and practitioners who want to utilize intelligent methods in their specific research fields.;Dr. Yinglin Wang is a professor at the Department of Computer Science and Engineering, Shanghai Jiao Tong University, China; Dr. Tianrui Li is a professor at the School of Information Science and Technology, Southwest Jiaotong University, China.

关键词： Computational Intelligence data mining and Knowledge Discovery Artificial Intelligence Signal, Image and Speech Processing Information Systems Applications (incl. Internet) Information Storage and Retrieval

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Scalable Uncertainty Management 1

引用

丛书名： Lecture Notes in Computer Science

1000年

作者： Umberto Straccia Andrea Calì

ISBN: (数字)9783319115085

ISBN: (纸本)9783319115078

this book constitutes the refereed proceedings of the 8th international conference on Scalable Uncertainty Management, SUM 2014, held in Oxford, UK, in September 2014. the 20 revised full papers and 6 revised short papers were carefully reviewed and selected from 47 submissions. the papers cover topics in all areas of managing and reasoning with substantial and complex kinds of uncertain, incomplete or inconsistent information including applications in decision support systems, machine learning, negotiation technologies, semantic web applications, search engines, ontology systems, information retrieval, natural language processing, information extraction, image recognition, vision systems, data and text mining, and the consideration of issues such as provenance, trust, heterogeneity, and complexity of data and knowledge.

关键词： Artificial Intelligence Information Systems Applications (incl. Internet) Information Storage and Retrieval Computer Communication Networks database Management data mining and Knowledge Discovery

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Advances in Nonlinear Speech Processing 1

引用

丛书名： Lecture Notes in Computer Science

1000年

作者： Carlos M. Travieso-González Jesús B. Alonso-Hernández

ISBN: (数字)9783642250200

ISBN: (纸本)9783642250194

this book constitutes the proceedings of the 5th international conference on Nonlinear Speech Processing, NoLISP 2011, held in Las Palmas de Gran Canaria, Spain, in November 2011. the purpose of the workshop is to present and discuss new ideas, techniques and results related to alternative approaches in speech processing that may depart from the main stream. the 33 papers presented together with 2 keynote talks were carefully reviewed and selected for inclusion in this book. the topics of NOLISP 2011 were non-linear approximation and estimation; non-linear oscillators and predictors; higher-order statistics; independent component analysis; nearest neighbors; neural networks; decision trees; non-parametric models; dynamics of non-linear systems; fractal methods; chaos modeling; and non-linear differential equations.

关键词： pattern recognition User Interfaces and Human Computer Interaction Artificial Intelligence Natural Language Processing (NLP) data mining and Knowledge Discovery Biometrics

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Emerging Intelligent Computing Technology and Applications 1

引用

丛书名： Communications in Computer and Information Science

1000年

作者： De-Shuang Huang Phalguni Gupta Ling Wang Michael Gromiha

ISBN: (数字)9783642396786

ISBN: (纸本)9783642396779

this book constitutes the refereed proceedings of the 9th international conference on Intelligent Computing, ICIC 2013, held in Nanning, China, in July 2013. the 192 revised full papers presented in the three volumes LNCS 7995, LNAI 7996, and CCIS 375 were carefully reviewed and selected from 561 submissions. the papers in this volume (CCIS 375) are organized in topical sections on Neural Networks; Systems Biology and Computational Biology; Computational Genomics and Proteomics; Knowledge Discovery and data mining; Evolutionary learning and Genetic Algorithms; machine learning theory and Methods; Biomedical Informatics theory and Methods; Particle Swarm Optimization and Niche Technology; Unsupervised and Reinforcement learning; Intelligent Computing in Bioinformatics; Intelligent Computing in Finance/Banking; Intelligent Computing in Petri Nets/Transportation Systems; Intelligent Computing in Signal Processing; Intelligent Computing in pattern recognition; Intelligent Computing in Image Processing; Intelligent Computing in Robotics; Intelligent Computing in Computer Vision; Special Session on Biometrics System and Security for Intelligent Computing; Special Session on Bio-inspired Computing and Applications; Computer Human Interaction using Multiple Visual Cues and Intelligent Computing; Special Session on Protein and Gene Bioinformatics: Analysis, Algorithms and Applications.

关键词： Mathematical Models of Cognitive Processes and Neural Networks Artificial Intelligence Computational Biology/Bioinformatics Image Processing and Computer Vision pattern recognition Biometrics

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mining Intelligence and Knowledge Exploration 1

引用

丛书名： Lecture Notes in Computer Science

1000年

作者： Rajendra Prasath T. Kathirvalavakumar

ISBN: (数字)9783319038445

ISBN: (纸本)9783319038438

this book constitutes the proceedings of the First international conference on mining Intelligence and Knowledge Exploration, MIKE 2013, held in Tamil Nadu, India on December 2013. the 82 papers presented were carefully reviewed and selected from 334 submissions. the papers cover the topics such as feature selection, classification, clustering, image processing, network security, speech processing, machine learning, information retrieval, recommender systems, natural language processing, language, cognition and computation and other certain problems in dynamical systems.

关键词： Artificial Intelligence data mining and Knowledge Discovery Information Storage and Retrieval Computer Imaging, Vision, pattern recognition and Graphics Computer Science, general

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machine learning for Networking 1

引用

丛书名： Lecture Notes in Computer Science

1000年

作者： Éric Renault Selma Boumerdassi Paul Mühlethaler

ISBN: (数字)9783030989781

ISBN: (纸本)9783030989774

this book constitutes the thoroughly refereed proceedings of the 4th international conference on machine learning for Networking, MLN 2021, held in Paris, France, in December 2021. the 10 revised full papers included in the volume were carefully reviewed and selected from 30 submissions. they present and discuss new trends in in deep and reinforcement learning, pattern recognition and classification for networks, machine learning for network slicing optimization, 5G systems, user behavior prediction, multimedia, IoT, security and protection, optimization and new innovative machine learning methods, performance analysis of machine learning algorithms, experimental evaluations of machine learning, data mining in heterogeneous networks, distributed and decentralized machine learning algorithms, intelligent cloud-support communications, resource allocation, energy-aware communications, software-defined networks, cooperative networks, positioning and navigation systems, wireless communications, wireless sensor networks, and underwater sensor networks.

关键词： data mining and Knowledge Discovery Computer Communication Networks Computer Applications

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Applied machine learning and data Analytics 1

引用

丛书名： Communications in Computer and Information Science

1000年

作者： M. A. Jabbar Fernando Ortiz-Rodríguez Sanju Tiwari Patrick Siarry

ISBN: (数字)9783031342226

ISBN: (纸本)9783031342219

this book constitutes the refereed proceedings of the 5th international conference on Applied machine learning and data Analytics, AMLDA 2022, held in Reynosa, Tamaulipas, Mexico, during December 22–23, 2022. the 16 full papers and 4 short papers included in this book were carefully reviewed and selected from 89 submissions. they were organized in topical sections as follows: machine learning, Healthcare and medical imaging informatics; biometrics; forensics; precision agriculture; risk management; robotics and satellite imaging.

关键词： Artificial Intelligence Computer Applications Computer Imaging, Vision, pattern recognition and Graphics database Management

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