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data mining and Big data 1

引用

丛书名： Communications in Computer and Information Science

1000年

作者： Ying Tan Yuhui Shi

ISBN: (数字)9789813295636

ISBN: (纸本)9789813295629

this book constitutes the refereed proceedings of the 4th international conference on data mining and Big data, DMBD 2019, held in Chiang Mai, thailand, in July 2019. the 26 full papers and 8 short papers presented in this volume were carefully reviewed and selected from 79 submissions.;they are organized in topical sections named: data analysis; prediction; clustering; classification; mining pattern; mining tasks.

关键词： Information Systems Applications (incl. Internet) Artificial Intelligence data mining and Knowledge Discovery Information Storage and Retrieval System Performance and Evaluation Computer Appl. in Social and Behavioral Sciences

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Artificial Neural Networks – ICANN 2009 1

引用

丛书名： Lecture Notes in Computer Science

1000年

作者： Cesare Alippi Marios Polycarpou Christos Panayiotou Georgios Ellinas

ISBN: (数字)9783642042744

ISBN: (纸本)9783642042737

this volume is part of the two-volume proceedings of the 19th international Conf- ence on Artificial Neural Networks (ICANN 2009), which was held in Cyprus during September 14–17, 2009. the ICANN conference is an annual meeting sp- sored by the European Neural Network Society (ENNS), in cooperation with the - ternational Neural Network Society (INNS) and the Japanese Neural Network Society (JNNS). ICANN 2009 was technically sponsored by the IEEE Computational Intel- gence Society. this series of conferences has been held annually since 1991 in various European countries and covers the field of neurocomputing, learning systems and related areas. Artificial neural networks provide an information-processing structure inspired by biological nervous systems. they consist of a large number of highly interconnected processing elements, with the capability of learning by example. the field of artificial neural networks has evolved significantly in the last two decades, with active partici- tion from diverse fields, such as engineering, computer science, mathematics, artificial intelligence, system theory, biology, operations research, and neuroscience. Artificial neural networks have been widely applied for pattern recognition, control, optimization, image processing, classification, signal processing, etc.

关键词： Computation by Abstract Devices Artificial Intelligence Neurosciences pattern recognition data mining and Knowledge Discovery Simulation and Modeling

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Intelligence Science and Big data Engineering 1

引用

丛书名： Lecture Notes in Computer Science

1000年

作者： Changyin Sun Fang Fang Zhi-Hua Zhou Wankou Yang Zhi-Yong Liu

ISBN: (数字)9783642420573

ISBN: (纸本)9783642420566

this book constitutes the thoroughly refereed post-conference proceedings of the 4th international conference on Intelligence Science and Big data Engineering, IScIDE 2013, held in Beijing, China, in July/August 2013. the 111 papers presented were carefully peer-reviewed and selected from 390 submissions. Topics covered include information theoretic and Bayesian approaches; probabilistic graphical models; pattern recognition and computer vision; signal processing and image processing; machine learning and computational intelligence; neural networks and neuro-informatics; statistical inference and uncertainty reasoning; bioinformatics and computational biology and speech recognition and natural language processing.

关键词： Image Processing and Computer Vision pattern recognition Computer Graphics Artificial Intelligence Multimedia Information Systems data mining and Knowledge Discovery

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Advances in Soft Computing and Its Applications 1

引用

丛书名： Lecture Notes in Computer Science

1000年

作者： Félix Castro Alexander Gelbukh Miguel González

ISBN: (数字)9783642451119

ISBN: (纸本)9783642451102

the two-volume set LNAI 8265 and LNAI 8266 constitutes the proceedings of the 12th Mexican international conference on Artificial Intelligence, MICAI 2013, held in Mexico City, Mexico, in November 2013. the total of 85 papers presented in these proceedings were carefully reviewed and selected from 284 submissions. the first volume deals with advances in artificial intelligence and its applications and is structured in the following five sections: logic and reasoning; knowledge-based systems and multi-agent systems; natural language processing; machine translation and bioinformatics and medical applications. the second volume deals with advances in soft computing and its applications and is structured in the following eight sections: evolutionary and nature-inspired metaheuristic algorithms; neural networks and hybrid intelligent systems; fuzzy systems; machine learning and pattern recognition; data mining; computer vision and image processing; robotics, planning and scheduling and emotion detection, sentiment analysis and opinion mining.

关键词： Artificial Intelligence Computer Imaging, Vision, pattern recognition and Graphics Health Informatics Information Systems Applications (incl. Internet) Information Storage and Retrieval Algorithm Analysis and Problem Complexity

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Biomedical Engineering Systems and Technologies 1

引用

丛书名： Communications in Computer and Information Science

1000年

作者： Claudine Gehin Bruno Wacogne Alexandre Douplik Ronny Lorenz Bethany Bracken Cátia Pesquita Ana Fred Hugo Gamboa

ISBN: (数字)9783031206641

ISBN: (纸本)9783031206634

this book constitutes the refereed proceedings of the 14th international Joint conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2021, held virtually due to the COVID-19 crisis, in February 2021. the conference was held virtually due to the COVID-19 crisis.;the 13 full papers included in this book were carefully reviewed and selected from 265 submissions. the papers selected to be included in this book contribute to the understanding of relevant trends of current research on Biomedical Engineering Systems and Technologies, including: pattern recognition and machine learning, Application of Health Informatics in Clinical Cases, Evaluation and Use of Healthcare IT, Medical Signal Acquisition, Analysis and Processing, data mining and data Analysis, Decision Support Systems, e-Health, e-Health Applications, Mobile Technologies for Healthcare Applications and Medical Devices design.

关键词： Health Informatics Computer Communication Networks Computer System Implementation Computer Appl. in Social and Behavioral Sciences Artificial Intelligence Computer Imaging, Vision, pattern recognition and Graphics

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Social Computing, Behavioral-Cultural Modeling and Prediction 1

引用

丛书名： Lecture Notes in Computer Science

1000年

作者： John Salerno Shanchieh Jay Yang Dana Nau Sun-Ki Chai

ISBN: (数字)9783642196560

ISBN: (纸本)9783642196553

this book constitutes the refereed proceedings of the 4th international conference on Social Computing, Behavioral-Cultural Modeling and Prediction, held in College Park, MD, USA, March 29-31, 2011. the 48 papers and 3 keynotes presented in this volume were carefully reviewed and selected from 88 submissions. the papers cover a wide range of topics including social network analysis; modeling; machine learning and data mining; social behaviors; public health; cultural aspects; and effects and search.

关键词： Computers and Society Computer Appl. in Social and Behavioral Sciences Management of Computing and Information Systems data mining and Knowledge Discovery Computer Communication Networks Information Systems Applications (incl. Internet)

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Biomedical Engineering Systems and Technologies 1

引用

丛书名： Communications in Computer and Information Science

1000年

作者： Ana Fred Joaquim Filipe Hugo Gamboa

ISBN: (数字)9783642297526

ISBN: (纸本)9783642297519

this book constitutes the thoroughly refereed post-conference proceedings of the 4th international Joint conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2011, held in Rome, Italy, in January 2011. the 27 revised full papers presented together with one invited lecture were carefully reviewed and selected from a total of 538 submissions. the papers cover a wide range of topics and are organized in four general topical sections on biomedical electronics and devices; bioinformatics models, methods and algorithms; bio-inspired systems and signal processing; health informatics.

关键词： Computational Biology/Bioinformatics Algorithm Analysis and Problem Complexity pattern recognition data mining and Knowledge Discovery Simulation and Modeling Biomedical Engineering and Bioengineering

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Neural Information Processing 1

引用

丛书名： Lecture Notes in Computer Science

1000年

作者： Biao Luo Long Cheng Zheng-Guang Wu Hongyi Li Chaojie Li

ISBN: (数字)9789819980826

ISBN: (纸本)9789819980819

the six-volume set LNCS 14447 until 14452 constitutes the refereed proceedings of the 30th international conference on Neural Information Processing, ICONIP 2023, held in Changsha, China, in November 2023.;the 652 papers presented in the proceedings set were carefully reviewed and selected from 1274 submissions. they focus on theory and algorithms, cognitive neurosciences; human centred computing; applications in neuroscience, neural networks, deep learning, and related fields.

关键词： pattern recognition data mining and Knowledge Discovery machine learning Computer Applications

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data Engineering and Applications 1

引用

丛书名： Lecture Notes in Electrical Engineering

1000年

作者： Jitendra Agrawal Sanjeev Sharma Rajesh K. Shukla Chin-Shiuh Shieh

ISBN: (数字)9789819724512

ISBN: (纸本)9789819724505;9789819724536

this book comprises select proceedings from the 4th international conference on data, Engineering, and Applications (IDEA 2022). the contents discuss novel contributions and latest developments in the domains of data structures and data management algorithms, information retrieval and information integration, social data analytics, IoT and data intelligence, Industry 4.0 and digital manufacturing, data fusion, natural language processing, geolocation handling, image, video and signal processing, ICT applications and e-governance, among others. this book is of interest to researchers in academia and industry working in big data, data mining, machine learning, data science, and their associated learning systems and applications.

关键词： data Engineering Computer Applications Statistics, general

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machine learning and Principles and Practice of Knowledge Discovery in databases 1

引用

丛书名： Communications in Computer and Information Science

1000年

作者： Michael Kamp Irena Koprinska Adrien Bibal Benoît Frénay Tassadit Bouadi Luis Galárraga José Oramas Linara Adilova Yamuna Krishnamurthy Bo Kang Tim Verbelen Christine Largeron Jefrey Lijffijt Tiphaine Viard Pascal Welke Massimiliano Ruocco Erlend Aune Claudio Gallicchio Riccardo Guidotti Anna Monreale Gregor Schiele Franz Pernkopf Michaela Blott Holger Fröning Günther Schindler Salvatore Rinzivillo Przemyslaw Biecek Eirini Ntoutsi Mykola Pechenizkiy Bodo Rosenhahn Christopher Buckley Daniela Cialfi Pablo Lanillos Maxwell Ramstead Pedro M. Ferreira Giuseppina Andresini Donato Malerba Ibéria Medeiros Guilherme Graça Philippe Fournier-Viger M. Saqib Nawaz Sebastian Ventura Meng Sun Min Zhou Valerio Bitetta Andrea Ferretti Ilaria Bordino Francesco Gullo Lorenzo Severini Giovanni Ponti Rita Ribeiro João Gama Ricard Gavaldà Lee Cooper Naghmeh Ghazaleh Jonas Richiardi Damian Roqueiro Diego Saldana Miranda Konstantinos Sechidis

ISBN: (数字)9783030937331

ISBN: (纸本)9783030937324

this two-volume set constitutes the refereed proceedings of the workshops which complemented the 21th Joint European conference on machine learning and Knowledge Discovery in databases, ECML PKDD, held in September 2021. Due to the COVID-19 pandemic the conference and workshops were held online.;the 104 papers were thoroughly reviewed and selected from 180 papers submited for the workshops. this two-volume set includes the proceedings of the following workshops:;Workshop on Advances in Interpretable machine learning and Artificial Intelligence (AIMLAI 2021);Workshop on Parallel, Distributed and Federated learning (PDFL 2021);Workshop on Graph Embedding and mining (GEM 2021);Workshop on machine learning for Irregular Time-series (ML4ITS 2021);Workshop on IoT, Edge, and Mobile for Embedded machine learning (ITEM 2021);Workshop on eXplainable Knowledge Discovery in data mining (XKDD 2021);Workshop on Bias and Fairness in AI (BIAS 2021);Workshop on Workshop on Active Inference (IWAI 2021);Workshop on machine learning for Cybersecurity (MLCS 2021);Workshop on machine learning in Software Engineering (MLiSE 2021);Workshop on mining data for financial applications (MIDAS 2021);Sixth Workshop on data Science for Social Good (SoGood 2021);Workshop on machine learning for Pharma and Healthcare Applications (PharML 2021);Second Workshop on Evaluation and Experimental Design in data mining and machine learning (EDML 2020);Workshop on machine learning for Buildings Energy Management (MLBEM 2021)

关键词： Artificial Intelligence Information Systems and Communication Service Computer Appl. in Social and Behavioral Sciences Computing Milieux Computer Systems Organization and Communication Networks Computer Imaging, Vision, pattern recognition and Graphics

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