Mining Sequential Patterns Generalizations And Performance Improvements

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Advances in Database Technology EDBT '96

Author : Peter Apers
Publisher : Springer
ISBN 13 : 9783540610571
Total Pages : 646 pages
Book Rating : 4.6/5 (15 download)

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Book Synopsis Advances in Database Technology EDBT '96 by : Peter Apers

Download or read book Advances in Database Technology EDBT '96 written by Peter Apers and published by Springer. This book was released on 1996-03-18 with total page 646 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the refereed proceedings of the Fifth International Conference on Extending Database Technology, EDBT'96, held in Avignon, France in March 1996. The 31 full revised papers included were selected from a total of 178 submissions; also included are some industrial-track papers, contributed by partners of several ESPRIT projects. The volume is organized in topical sections on data mining, active databases, design tools, advanced DBMS, optimization, warehousing, system issues, temporal databases, the web and hypermedia, performance, workflow management, database design, and parallel databases.

Machine Learning and Data Mining in Pattern Recognition

Author : Petra Perner
Publisher : Springer Science & Business Media
ISBN 13 : 3540405046
Total Pages : 452 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Machine Learning and Data Mining in Pattern Recognition by : Petra Perner

Download or read book Machine Learning and Data Mining in Pattern Recognition written by Petra Perner and published by Springer Science & Business Media. This book was released on 2003-06-25 with total page 452 pages. Available in PDF, EPUB and Kindle. Book excerpt: TheInternationalConferenceonMachineLearningandDataMining(MLDM)is the third meeting in a series of biennial events, which started in 1999, organized by the Institute of Computer Vision and Applied Computer Sciences (IBaI) in Leipzig. MLDM began as a workshop and is now a conference, and has brought the topic of machine learning and data mining to the attention of the research community. Seventy-?ve papers were submitted to the conference this year. The program committeeworkedhardtoselectthemostprogressiveresearchinafairandc- petent review process which led to the acceptance of 33 papers for presentation at the conference. The 33 papers in these proceedings cover a wide variety of topics related to machine learning and data mining. The two invited talks deal with learning in case-based reasoning and with mining for structural data. The contributed papers can be grouped into nine areas: support vector machines; pattern dis- very; decision trees; clustering; classi?cation and retrieval; case-based reasoning; Bayesian models and methods; association rules; and applications. We would like to express our appreciation to the reviewers for their precise andhighlyprofessionalwork.WearegratefultotheGermanScienceFoundation for its support of the Eastern European researchers. We appreciate the help and understanding of the editorial sta? at Springer Verlag, and in particular Alfred Hofmann,whosupportedthepublicationoftheseproceedingsintheLNAIseries. Last, but not least, we wish to thank all the speakers and participants who contributed to the success of the conference.

Advances in Database Technology EDBT '96

Author : Mokrane Bouzeghoub
Publisher : Springer Science & Business Media
ISBN 13 : 9783540610571
Total Pages : 660 pages
Book Rating : 4.6/5 (15 download)

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Book Synopsis Advances in Database Technology EDBT '96 by : Mokrane Bouzeghoub

Download or read book Advances in Database Technology EDBT '96 written by Mokrane Bouzeghoub and published by Springer Science & Business Media. This book was released on 1996-03-18 with total page 660 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the refereed proceedings of the Fifth International Conference on Extending Database Technology, EDBT'96, held in Avignon, France in March 1996. The 31 full revised papers included were selected from a total of 178 submissions; also included are some industrial-track papers, contributed by partners of several ESPRIT projects. The volume is organized in topical sections on data mining, active databases, design tools, advanced DBMS, optimization, warehousing, system issues, temporal databases, the web and hypermedia, performance, workflow management, database design, and parallel databases.

Frequent Pattern Mining

Author : Charu C. Aggarwal
Publisher : Springer
ISBN 13 : 3319078216
Total Pages : 480 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Frequent Pattern Mining by : Charu C. Aggarwal

Download or read book Frequent Pattern Mining written by Charu C. Aggarwal and published by Springer. This book was released on 2014-08-29 with total page 480 pages. Available in PDF, EPUB and Kindle. Book excerpt: This comprehensive reference consists of 18 chapters from prominent researchers in the field. Each chapter is self-contained, and synthesizes one aspect of frequent pattern mining. An emphasis is placed on simplifying the content, so that students and practitioners can benefit from the book. Each chapter contains a survey describing key research on the topic, a case study and future directions. Key topics include: Pattern Growth Methods, Frequent Pattern Mining in Data Streams, Mining Graph Patterns, Big Data Frequent Pattern Mining, Algorithms for Data Clustering and more. Advanced-level students in computer science, researchers and practitioners from industry will find this book an invaluable reference.

Research and Development in Knowledge Discovery and Data Mining

Author : Xindong Wu
Publisher :
ISBN 13 : 9783662174012
Total Pages : 452 pages
Book Rating : 4.1/5 (74 download)

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Book Synopsis Research and Development in Knowledge Discovery and Data Mining by : Xindong Wu

Download or read book Research and Development in Knowledge Discovery and Data Mining written by Xindong Wu and published by . This book was released on 2014-01-15 with total page 452 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Author :
Publisher : IOS Press
ISBN 13 :
Total Pages : 6097 pages
Book Rating : 4./5 ( download)

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Book Synopsis by :

Download or read book written by and published by IOS Press. This book was released on with total page 6097 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Mining Complex Data

Author : Djamel A. Zighed
Publisher : Springer
ISBN 13 : 3540880674
Total Pages : 300 pages
Book Rating : 4.5/5 (48 download)

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Book Synopsis Mining Complex Data by : Djamel A. Zighed

Download or read book Mining Complex Data written by Djamel A. Zighed and published by Springer. This book was released on 2008-10-10 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: The aim of this book is to gather the most recent works that address issues related to the concept of mining complex data. The whole knowledge discovery process being involved, our goal is to provide researchers dealing with each step of this process by key entries. Actually, managing complex data within the KDD process implies to work on every step, starting from the pre-processing (e.g. structuring and organizing) to the visualization and interpretation (e.g. sorting or filtering) of the results, via the data mining methods themselves (e.g. classification, clustering, frequent patterns extraction, etc.). The papers presented here are selected from the workshop papers held yearly since 2006.

Proceedings of Fifth International Conference on Soft Computing for Problem Solving

Author : Millie Pant
Publisher : Springer
ISBN 13 : 981100451X
Total Pages : 1021 pages
Book Rating : 4.8/5 (11 download)

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Book Synopsis Proceedings of Fifth International Conference on Soft Computing for Problem Solving by : Millie Pant

Download or read book Proceedings of Fifth International Conference on Soft Computing for Problem Solving written by Millie Pant and published by Springer. This book was released on 2016-04-20 with total page 1021 pages. Available in PDF, EPUB and Kindle. Book excerpt: The proceedings of SocProS 2015 will serve as an academic bonanza for scientists and researchers working in the field of Soft Computing. This book contains theoretical as well as practical aspects using fuzzy logic, neural networks, evolutionary algorithms, swarm intelligence algorithms, etc., with many applications under the umbrella of ‘Soft Computing’. The book will be beneficial for young as well as experienced researchers dealing across complex and intricate real world problems for which finding a solution by traditional methods is a difficult task. The different application areas covered in the proceedings are: Image Processing, Cryptanalysis, Industrial Optimization, Supply Chain Management, Newly Proposed Nature Inspired Algorithms, Signal Processing, Problems related to Medical and Health Care, Networking Optimization Problems, etc.

Journal on Data Semantics VIII

Author : Stefano Spaccapietra
Publisher : Springer Science & Business Media
ISBN 13 : 3540706631
Total Pages : 232 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Journal on Data Semantics VIII by : Stefano Spaccapietra

Download or read book Journal on Data Semantics VIII written by Stefano Spaccapietra and published by Springer Science & Business Media. This book was released on 2007-01-22 with total page 232 pages. Available in PDF, EPUB and Kindle. Book excerpt: The LNCS Journal on Data Semantics is devoted to the presentation of notable work that, in one way or another, addresses research and development on issues related to data semantics. The scope of the journal ranges from theories supporting the formal definition of semantic content to innovative domain-specific applications of semantic knowledge.

Proceedings of the International Conference on Data Engineering 2015 (DaEng-2015)

Author : Jemal H. Abawajy
Publisher : Springer
ISBN 13 : 9811317992
Total Pages : 624 pages
Book Rating : 4.8/5 (113 download)

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Book Synopsis Proceedings of the International Conference on Data Engineering 2015 (DaEng-2015) by : Jemal H. Abawajy

Download or read book Proceedings of the International Conference on Data Engineering 2015 (DaEng-2015) written by Jemal H. Abawajy and published by Springer. This book was released on 2019-08-09 with total page 624 pages. Available in PDF, EPUB and Kindle. Book excerpt: These proceedings gather outstanding research papers presented at the Second International Conference on Data Engineering 2015 (DaEng-2015) and offer a consolidated overview of the latest developments in databases, information retrieval, data mining and knowledge management. The conference brought together researchers and practitioners from academia and industry to address key challenges in these fields, discuss advanced data engineering concepts and form new collaborations. The topics covered include but are not limited to: • Data engineering • Big data • Data and knowledge visualization • Data management • Data mining and warehousing • Data privacy & security • Database theory • Heterogeneous databases • Knowledge discovery in databases • Mobile, grid and cloud computing • Knowledge management • Parallel and distributed data • Temporal data • Web data, services and information engineering • Decision support systems • E-Business engineering and management • E-commerce and e-learning • Geographical information systems • Information management • Information quality and strategy • Information retrieval, integration and visualization • Information security • Information systems and technologies

Graph-Based Representation and Reasoning

Author : Tanya Braun
Publisher : Springer Nature
ISBN 13 : 3030869822
Total Pages : 231 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Graph-Based Representation and Reasoning by : Tanya Braun

Download or read book Graph-Based Representation and Reasoning written by Tanya Braun and published by Springer Nature. This book was released on 2021-09-17 with total page 231 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 26th International Conference on Conceptual Structures, ICCS 2021, held virtually in September 2021. The 12 full papers and 4 short papers presented were carefully reviewed and selected from 25 submissions. The papers focus on the representation of and reasoning with conceptual structures in a variety of contexts. The papers are organized in the following topical sections: applications of conceptual structures; theory on conceptual structures, and mining conceptual structures.

Artificial Intelligence Research and Development

Author : E. Armengol
Publisher : IOS Press
ISBN 13 : 1614995788
Total Pages : 308 pages
Book Rating : 4.6/5 (149 download)

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Book Synopsis Artificial Intelligence Research and Development by : E. Armengol

Download or read book Artificial Intelligence Research and Development written by E. Armengol and published by IOS Press. This book was released on 2015-10 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since it was formed in 1994, the Catalan Association for Artificial Intelligence (ACIA) has been promoting cooperation between researchers in artificial intelligence within the Catalan speaking community. The association now holds an annual conference in the Catalan region, which aims to foster discussion of the latest developments in artificial intelligence within the community of Catalan countries, as well as amongst members of the wider AI community. This book presents the proceedings of the 18th International Conference (CCIA 2015), held in Valencia, Spain, in October 2015. It contains full versions of the peer reviewed papers presented at the conference, as well as shorter poster contributions. In addition to this year’s dominant research trends of classification, decision support systems and data mining, many other topics are covered, ranging from theoretical aspects to descriptions of real applications. This overview of current work in the Catalan artificial intelligence community and of the collaboration between ACIA members and the AI community worldwide will be of interest to all those working in the field of artificial intelligence.

Progress in Pattern Recognition, Image Analysis and Applications

Author : Alberto Sanfeliu
Publisher : Springer Science & Business Media
ISBN 13 : 3540235272
Total Pages : 720 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis Progress in Pattern Recognition, Image Analysis and Applications by : Alberto Sanfeliu

Download or read book Progress in Pattern Recognition, Image Analysis and Applications written by Alberto Sanfeliu and published by Springer Science & Business Media. This book was released on 2004-10-15 with total page 720 pages. Available in PDF, EPUB and Kindle. Book excerpt: First of all, we want to congratulate two new research communities from M- ico and Brazil that have recently joined the Iberoamerican community and the International Association for Pattern Recognition. We believe that the series of congresses that started as the “Taller Iberoamericano de Reconocimiento de Patrones (TIARP)”, and later became the “Iberoamerican Congress on Pattern Recognition (CIARP)”, has contributed to these groupconsolidatione?orts. We hope that in the near future all the Iberoamerican countries will have their own groups and associations to promote our areas of interest; and that these congresses will serve as the forum for scienti?c research exchange, sharing of - pertise and new knowledge, and establishing contacts that improve cooperation between research groups in pattern recognition and related areas. CIARP 2004 (9th Iberoamerican Congress on Pattern Recognition) was the ninthinaseriesofpioneeringcongressesonpatternrecognitionintheIberoam- ican community. As in the previous year, CIARP 2004 also included worldwide participation. It took place in Puebla, Mexico. The aim of the congress was to promote and disseminate ongoing research and mathematical methods for pattern recognition, image analysis, and applications in such diverse areas as computer vision, robotics, industry, health, entertainment, space exploration, telecommunications, data mining, document analysis,and natural languagep- cessing and recognition, to name a few.

International Conference on Intelligent Computing and Smart Communication 2019

Author : Geetam Singh Tomar
Publisher : Springer Nature
ISBN 13 : 9811506337
Total Pages : 1635 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis International Conference on Intelligent Computing and Smart Communication 2019 by : Geetam Singh Tomar

Download or read book International Conference on Intelligent Computing and Smart Communication 2019 written by Geetam Singh Tomar and published by Springer Nature. This book was released on 2020-01-07 with total page 1635 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers high-quality research papers presented at the First International Conference, ICSC 2019, organised by THDC Institute of Hydropower Engineering and Technology, Tehri, India, from 20 to 21 April 2019. The book is divided into two major sections – Intelligent Computing and Smart Communication. Some of the areas covered are Parallel and Distributed Systems, Web Services, Databases and Data Mining Applications, Feature Selection and Feature Extraction, High-Performance Data Mining Algorithms, Knowledge Discovery, Communication Protocols and Architectures, High-speed Communication, High-Voltage Insulation Technologies, Fault Detection and Protection, Power System Analysis, Embedded Systems, Architectures, Electronics in Renewable Energy, CAD for VLSI, Green Electronics, Signal and Image Processing, Pattern Recognition and Analysis, Multi-Resolution Analysis and Wavelets, 3D and Stereo Imaging, and Neural Networks.

Advances in Information and Communication

Author : Kohei Arai
Publisher : Springer Nature
ISBN 13 : 3030731030
Total Pages : 1073 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Advances in Information and Communication by : Kohei Arai

Download or read book Advances in Information and Communication written by Kohei Arai and published by Springer Nature. This book was released on 2021-04-15 with total page 1073 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book aims to provide an international forum for scholarly researchers, practitioners and academic communities to explore the role of information and communication technologies and its applications in technical and scholarly development. The conference attracted a total of 464 submissions, of which 152 submissions (including 4 poster papers) have been selected after a double-blind review process. Academic pioneering researchers, scientists, industrial engineers and students will find this series useful to gain insight into the current research and next-generation information science and communication technologies. This book discusses the aspects of communication, data science, ambient intelligence, networking, computing, security and Internet of things, from classical to intelligent scope. The authors hope that readers find the volume interesting and valuable; it gathers chapters addressing tate-of-the-art intelligent methods and techniques for solving real-world problems along with a vision of the future research.

Fuzzy Systems and Knowledge Discovery

Author : Lipo Wang
Publisher : Springer Science & Business Media
ISBN 13 : 3540459162
Total Pages : 1362 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Fuzzy Systems and Knowledge Discovery by : Lipo Wang

Download or read book Fuzzy Systems and Knowledge Discovery written by Lipo Wang and published by Springer Science & Business Media. This book was released on 2006-09-19 with total page 1362 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the Third International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2006, held in federation with the Second International Conference on Natural Computation ICNC 2006. The book presents 115 revised full papers and 50 revised short papers. Coverage includes neural computation, quantum computation, evolutionary computation, DNA computation, fuzzy computation, granular computation, artificial life, innovative applications to knowledge discovery, finance, operations research, and more.

Knowledge Discovery in Databases: PKDD 2005

Author : Alípio Jorge
Publisher : Springer Science & Business Media
ISBN 13 : 3540292446
Total Pages : 738 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis Knowledge Discovery in Databases: PKDD 2005 by : Alípio Jorge

Download or read book Knowledge Discovery in Databases: PKDD 2005 written by Alípio Jorge and published by Springer Science & Business Media. This book was released on 2005-09-26 with total page 738 pages. Available in PDF, EPUB and Kindle. Book excerpt: The European Conference on Machine Learning (ECML) and the European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD) were jointly organized this year for the ?fth time in a row, after some years of mutual independence before. After Freiburg (2001), Helsinki (2002), Cavtat (2003) and Pisa (2004), Porto received the 16th edition of ECML and the 9th PKDD in October 3–7. Having the two conferences together seems to be working well: 585 di?erent paper submissions were received for both events, which maintains the high s- mission standard of last year. Of these, 335 were submitted to ECML only, 220 to PKDD only and 30 to both. Such a high volume of scienti?c work required a tremendous e?ort from Area Chairs, Program Committee members and some additional reviewers. On average, PC members had 10 papers to evaluate, and Area Chairs had 25 papers to decide upon. We managed to have 3 highly qua- ?edindependentreviewsperpaper(withveryfewexceptions)andoneadditional overall input from one of the Area Chairs. After the authors’ responses and the online discussions for many of the papers, we arrived at the ?nal selection of 40 regular papers for ECML and 35 for PKDD. Besides these, 32 others were accepted as short papers for ECML and 35 for PKDD. This represents a joint acceptance rate of around 13% for regular papers and 25% overall. We thank all involved for all the e?ort with reviewing and selection of papers. Besidesthecoretechnicalprogram,ECMLandPKDDhad6invitedspeakers, 10 workshops, 8 tutorials and a Knowledge Discovery Challenge.