Author : Anonim
Publisher : Springer
Page : 540 pages
File Size : 52,9 Mb
Release : 2012-02-29
Category : Electronic
ISBN : 3642283217
New Frontiers in Applied Data Mining
Anonim
New Frontiers In Applied Data Mining
New Frontiers In Applied Data Mining Book in PDF, ePub and Kindle version is available to download in english. Read online anytime anywhere directly from your device. Click on the download button below to get a free pdf file of New Frontiers In Applied Data Mining book. This book definitely worth reading, it is an incredibly well-written.
New Frontiers in Applied Data Mining
Thanaruk Theeramunkong,Cholwich Nattee,Paulo J. L. Adeodato,Nitesh Chawla,Peter Christen,Philippe Lenca,Josiah Poon,Graham Williams
Author : Thanaruk Theeramunkong,Cholwich Nattee,Paulo J. L. Adeodato,Nitesh Chawla,Peter Christen,Philippe Lenca,Josiah Poon,Graham Williams
Publisher : Springer Science & Business Media
Page : 181 pages
File Size : 42,8 Mb
Release : 2010-08-18
Category : Computers
ISBN : 9783642146398
New Frontiers in Applied Data Mining by Thanaruk Theeramunkong,Cholwich Nattee,Paulo J. L. Adeodato,Nitesh Chawla,Peter Christen,Philippe Lenca,Josiah Poon,Graham Williams Pdf
This book constitutes the proceedings of the PAKDD 2009 International Workshops on New Frontiers in Applied Data Mining, held in Bangkok, Thailand in April 2010.
New Frontiers in Applied Data Mining
Sanjay Chawla,Takashi Washio,Shin-ichi Minato,Shusaku Tsumoto,Takashi Onoda,Seiji Yamada,Akihiro Inokuchi
Author : Sanjay Chawla,Takashi Washio,Shin-ichi Minato,Shusaku Tsumoto,Takashi Onoda,Seiji Yamada,Akihiro Inokuchi
Publisher : Springer Science & Business Media
Page : 226 pages
File Size : 51,6 Mb
Release : 2009-02-16
Category : Science
ISBN : 9783642003981
New Frontiers in Applied Data Mining by Sanjay Chawla,Takashi Washio,Shin-ichi Minato,Shusaku Tsumoto,Takashi Onoda,Seiji Yamada,Akihiro Inokuchi Pdf
This book constitutes the proceedings of the PAKDD Workshops 2008, namely ALSIP 2008, DMDRM 2008, and IDM 2008. The workshops were held in conjunction with the PAKDD conference in Osaka, Japan, during May 20-23, 2008. The 17 papers presented were carefully reviewed and selected from 38 submissions. The International Workshop on Algorithms for Large-Sale Information Processing in Knowledge Discovery (ALSIP) focused on exchanging fresh ideas on large-scale data processing in the problems of data mining, clustering, machine learning, statistical analysis, and other computational aspects of knowledge discovery problems. The Workshop on Data Mining for Decision Making and Risk Management (DMDRM) covered data mining and machine learning approaches, statistical approaches, chance discovery, active mining and application of these techniques to medicine, marketing, security, decision support in business, social activities, human relationships, chemistry and sensor data. The Workshop on Interactive Data Mining Overview (IDM) discussed various interactive data mining researches such as interactive information retrieval, information gathering sysetms, personalization systems, recommendation systems, user interfaces.
New Frontiers in Applied Data Mining
Thanaruk Theeramunkong,Cholwich Nattee,Paulo J. L. Adeodato,Nitesh Chawla,Peter Christen,Philippe Lenca,Josiah Poon,Graham Williams
Author : Thanaruk Theeramunkong,Cholwich Nattee,Paulo J. L. Adeodato,Nitesh Chawla,Peter Christen,Philippe Lenca,Josiah Poon,Graham Williams
Publisher : Springer
Page : 169 pages
File Size : 43,8 Mb
Release : 2010-08-15
Category : Computers
ISBN : 9783642146404
New Frontiers in Applied Data Mining by Thanaruk Theeramunkong,Cholwich Nattee,Paulo J. L. Adeodato,Nitesh Chawla,Peter Christen,Philippe Lenca,Josiah Poon,Graham Williams Pdf
This book constitutes the proceedings of the PAKDD 2009 International Workshops on New Frontiers in Applied Data Mining, held in Bangkok, Thailand in April 2010.
New Frontiers in Applied Data Mining
Longbing Cao,Joshua Zhexue Huang,James Bailey,Yun Sing Koh,Jun Luo
Author : Longbing Cao,Joshua Zhexue Huang,James Bailey,Yun Sing Koh,Jun Luo
Publisher : Springer
Page : 508 pages
File Size : 44,8 Mb
Release : 2012-02-21
Category : Computers
ISBN : 9783642283208
New Frontiers in Applied Data Mining by Longbing Cao,Joshua Zhexue Huang,James Bailey,Yun Sing Koh,Jun Luo Pdf
This book constitutes the thoroughly refereed post-conference proceedings of five international workshops held in conjunction with PAKDD 2011 in Shenzhen, China, in May 2011: the International Workshop on Behavior Informatics (BI 2011), the Workshop on Quality Issues, Measures of Interestingness and Evaluation of Data Mining Models (QIMIE 2011), the Workshop on Biologically Inspired Techniques for Data Mining (BDM 2011), the Workshop on Advances and Issues in Traditional Chinese Medicine Clinical Data Mining (AI-TCM 2011), and the Second Workshop on Data Mining for Healthcare Management (DMGHM 2011). The book also includes papers from the First PAKDD Doctoral Symposium on Data Mining (DSDM 2011). The 42 papers were carefully reviewed and selected from numerous submissions. The papers cover a wide range of topics discussing emerging techniques in the field of knowledge discovery in databases and their application domains extending to previously unexplored areas such as data mining based on optimization techniques from biological behavior of animals and applications in Traditional Chinese Medicine clinical research and health care management.
New Frontiers in Applied Data Mining
Sanjay Chawla,Takashi Washio,Shin-ichi Minato,Shusaku Tsumoto,Takashi Onoda,Seiji Yamada,Akihiro Inokuchi
Author : Sanjay Chawla,Takashi Washio,Shin-ichi Minato,Shusaku Tsumoto,Takashi Onoda,Seiji Yamada,Akihiro Inokuchi
Publisher : Springer
Page : 214 pages
File Size : 54,8 Mb
Release : 2009-02-07
Category : Science
ISBN : 9783642003998
New Frontiers in Applied Data Mining by Sanjay Chawla,Takashi Washio,Shin-ichi Minato,Shusaku Tsumoto,Takashi Onoda,Seiji Yamada,Akihiro Inokuchi Pdf
This book constitutes the proceedings of the PAKDD Workshops 2008, namely ALSIP 2008, DMDRM 2008, and IDM 2008. The workshops were held in conjunction with the PAKDD conference in Osaka, Japan, during May 20-23, 2008. The 17 papers presented were carefully reviewed and selected from 38 submissions. The International Workshop on Algorithms for Large-Sale Information Processing in Knowledge Discovery (ALSIP) focused on exchanging fresh ideas on large-scale data processing in the problems of data mining, clustering, machine learning, statistical analysis, and other computational aspects of knowledge discovery problems. The Workshop on Data Mining for Decision Making and Risk Management (DMDRM) covered data mining and machine learning approaches, statistical approaches, chance discovery, active mining and application of these techniques to medicine, marketing, security, decision support in business, social activities, human relationships, chemistry and sensor data. The Workshop on Interactive Data Mining Overview (IDM) discussed various interactive data mining researches such as interactive information retrieval, information gathering sysetms, personalization systems, recommendation systems, user interfaces.
New Frontiers in Applied Data Mining
Longbing Cao,Joshua Zhexue Huang,James Bailey,Yun Sing Koh,Jun Luo
Author : Longbing Cao,Joshua Zhexue Huang,James Bailey,Yun Sing Koh,Jun Luo
Publisher : Springer Science & Business Media
Page : 526 pages
File Size : 41,5 Mb
Release : 2012-02-15
Category : Computers
ISBN : 9783642283192
New Frontiers in Applied Data Mining by Longbing Cao,Joshua Zhexue Huang,James Bailey,Yun Sing Koh,Jun Luo Pdf
This book constitutes the thoroughly refereed post-conference proceedings of five international workshops held in conjunction with PAKDD 2011 in Shenzhen, China, in May 2011: the International Workshop on Behavior Informatics (BI 2011), the Workshop on Quality Issues, Measures of Interestingness and Evaluation of Data Mining Models (QIMIE 2011), the Workshop on Biologically Inspired Techniques for Data Mining (BDM 2011), the Workshop on Advances and Issues in Traditional Chinese Medicine Clinical Data Mining (AI-TCM 2011), and the Second Workshop on Data Mining for Healthcare Management (DMGHM 2011). The book also includes papers from the First PAKDD Doctoral Symposium on Data Mining (DSDM 2011). The 42 papers were carefully reviewed and selected from numerous submissions. The papers cover a wide range of topics discussing emerging techniques in the field of knowledge discovery in databases and their application domains extending to previously unexplored areas such as data mining based on optimization techniques from biological behavior of animals and applications in Traditional Chinese Medicine clinical research and health care management.
New Frontiers in Mining Complex Patterns
Michelangelo Ceci,Corrado Loglisci,Giuseppe Manco,Elio Masciari,Zbigniew Ras
Author : Michelangelo Ceci,Corrado Loglisci,Giuseppe Manco,Elio Masciari,Zbigniew Ras
Publisher : Springer Nature
Page : 160 pages
File Size : 43,9 Mb
Release : 2020-05-13
Category : Computers
ISBN : 9783030488611
New Frontiers in Mining Complex Patterns by Michelangelo Ceci,Corrado Loglisci,Giuseppe Manco,Elio Masciari,Zbigniew Ras Pdf
This book constitutes the refereed post-conference proceedings of the 8th International Workshop on New Frontiers in Mining Complex Patterns, NFMCP 2019, held in conjunction with ECML-PKDD 2019 in Würzburg, Germany, in September 2019. The workshop focused on the latest developments in the analysis of complex and massive data sources, such as blogs, event or log data, medical data, spatio-temporal data, social networks, mobility data, sensor data and streams.
New Frontiers in Mining Complex Patterns
Michelangelo Ceci,Corrado Loglisci,Giuseppe Manco,Elio Masciari,Zbigniew W. Ras
Author : Michelangelo Ceci,Corrado Loglisci,Giuseppe Manco,Elio Masciari,Zbigniew W. Ras
Publisher : Springer
Page : 239 pages
File Size : 44,6 Mb
Release : 2016-05-17
Category : Computers
ISBN : 9783319393155
New Frontiers in Mining Complex Patterns by Michelangelo Ceci,Corrado Loglisci,Giuseppe Manco,Elio Masciari,Zbigniew W. Ras Pdf
This book constitutes the thoroughly refereed post-conference proceedings of the 4th International Workshop on New Frontiers in Mining Complex Patterns, NFMCP 2015, held in conjunction with ECML-PKDD 2015 in Porto, Portugal, in September 2015. The 15 revised full papers presented together with one invited talk were carefully reviewed and selected from 19 submissions. They illustrate advanced data mining techniques which preserve the informative richness of complex data and allow for efficient and effective identification of complex information units present in such data. The papers are organized in the following sections: data stream mining, classification, mining complex data, and sequences.
New Frontiers in Mining Complex Patterns
Annalisa Appice,Michelangelo Ceci,Corrado Loglisci,Giuseppe Manco,Elio Masciari,Zbigniew W. Ras
Author : Annalisa Appice,Michelangelo Ceci,Corrado Loglisci,Giuseppe Manco,Elio Masciari,Zbigniew W. Ras
Publisher : Springer
Page : 211 pages
File Size : 40,6 Mb
Release : 2015-04-27
Category : Computers
ISBN : 9783319178769
New Frontiers in Mining Complex Patterns by Annalisa Appice,Michelangelo Ceci,Corrado Loglisci,Giuseppe Manco,Elio Masciari,Zbigniew W. Ras Pdf
This book constitutes the thoroughly refereed post-conference proceedings of the Third International Workshop on New Frontiers in Mining Complex Patterns, NFMCP 2014, held in conjunction with ECML-PKDD 2014 in Nancy, France, in September 2014. The 13 revised full papers presented were carefully reviewed and selected from numerous submissions. They illustrate advanced data mining techniques which preserve the informative richness of complex data and allow for efficient and effective identification of complex information units present in such data. The papers are organized in the following sections: classification and regression; clustering; data streams and sequences; applications.
New Frontiers in Mining Complex Patterns
Annalisa Appice,Michelangelo Ceci,Corrado Loglisci,Giuseppe Manco,Elio Masciari,Zbigniew Ras
Author : Annalisa Appice,Michelangelo Ceci,Corrado Loglisci,Giuseppe Manco,Elio Masciari,Zbigniew Ras
Publisher : Springer
Page : 231 pages
File Size : 45,5 Mb
Release : 2013-03-25
Category : Computers
ISBN : 9783642373824
New Frontiers in Mining Complex Patterns by Annalisa Appice,Michelangelo Ceci,Corrado Loglisci,Giuseppe Manco,Elio Masciari,Zbigniew Ras Pdf
This book constitutes the thoroughly refereed conference proceedings of the First International Workshop on New Frontiers in Mining Complex Patterns, NFMCP 2012, held in conjunction with ECML/PKDD 2012, in Bristol, UK, in September 2012. The 15 revised full papers were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on mining rich (relational) datasets, mining complex patterns from miscellaneous data, mining complex patterns from trajectory and sequence data, and mining complex patterns from graphs and networks.
New Frontiers in Mining Complex Patterns
Annalisa Appice,Michelangelo Ceci,Corrado Loglisci,Elio Masciari,Zbigniew W. Raś
Author : Annalisa Appice,Michelangelo Ceci,Corrado Loglisci,Elio Masciari,Zbigniew W. Raś
Publisher : Springer
Page : 263 pages
File Size : 52,5 Mb
Release : 2017-07-01
Category : Computers
ISBN : 9783319614618
New Frontiers in Mining Complex Patterns by Annalisa Appice,Michelangelo Ceci,Corrado Loglisci,Elio Masciari,Zbigniew W. Raś Pdf
This book features a collection of revised and significantly extended versions of the papers accepted for presentation at the 5th International Workshop on New Frontiers in Mining Complex Patterns, NFMCP 2016, held in conjunction with ECML-PKDD 2016 in Riva del Garda, Italy, in September 2016. The book is composed of five parts: feature selection and induction; classification prediction; clustering; pattern discovery; applications.
New Frontiers in Mining Complex Patterns
Annalisa Appice,Michelangelo Ceci,Corrado Loglisci,Giuseppe Manco,Elio Masciari,Zbigniew W. Ras
Author : Annalisa Appice,Michelangelo Ceci,Corrado Loglisci,Giuseppe Manco,Elio Masciari,Zbigniew W. Ras
Publisher : Springer
Page : 261 pages
File Size : 48,9 Mb
Release : 2014-07-05
Category : Computers
ISBN : 9783319084077
New Frontiers in Mining Complex Patterns by Annalisa Appice,Michelangelo Ceci,Corrado Loglisci,Giuseppe Manco,Elio Masciari,Zbigniew W. Ras Pdf
This book constitutes the thoroughly refereed post-conference proceedings of the Second International Workshop on New Frontiers in Mining Complex Patterns, NFMCP 2013, held in conjunction with ECML/PKDD 2013 in Prague, Czech Republic, in September 2013. The 16 revised full papers were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on data streams and time series analysis, classification, clustering and pattern discovery, graphs, networks and relational data, machine learning and music data.
New Frontiers in Mining Complex Patterns
Annalisa Appice,Corrado Loglisci,Giuseppe Manco,Elio Masciari,Zbigniew W. Ras
Author : Annalisa Appice,Corrado Loglisci,Giuseppe Manco,Elio Masciari,Zbigniew W. Ras
Publisher : Springer
Page : 208 pages
File Size : 42,8 Mb
Release : 2018-03-27
Category : Computers
ISBN : 9783319786803
New Frontiers in Mining Complex Patterns by Annalisa Appice,Corrado Loglisci,Giuseppe Manco,Elio Masciari,Zbigniew W. Ras Pdf
This book features a collection of revised and significantly extended versions of the papers accepted for presentation at the 6th International Workshop on New Frontiers in Mining Complex Patterns, NFMCP 2017, held in conjunction with ECML-PKDD 2017 in Skopje, Macedonia, in September 2017. The book is composed of five parts: feature selection and induction; classification prediction; clustering; pattern discovery; applications. The workshop was aimed at discussing and introducing new algorithmic foundations and representation formalisms in complex pattern discovery. Finally, it encouraged the integration of recent results from existing fields, such as Statistics, Machine Learning and Big Data Analytics.
Frontiers in Massive Data Analysis
National Research Council,Division on Engineering and Physical Sciences,Board on Mathematical Sciences and Their Applications,Committee on Applied and Theoretical Statistics,Committee on the Analysis of Massive Data
Author : National Research Council,Division on Engineering and Physical Sciences,Board on Mathematical Sciences and Their Applications,Committee on Applied and Theoretical Statistics,Committee on the Analysis of Massive Data
Publisher : National Academies Press
Page : 191 pages
File Size : 44,9 Mb
Release : 2013-10-03
Category : Mathematics
ISBN : 9780309287784
Frontiers in Massive Data Analysis by National Research Council,Division on Engineering and Physical Sciences,Board on Mathematical Sciences and Their Applications,Committee on Applied and Theoretical Statistics,Committee on the Analysis of Massive Data Pdf
Data mining of massive data sets is transforming the way we think about crisis response, marketing, entertainment, cybersecurity and national intelligence. Collections of documents, images, videos, and networks are being thought of not merely as bit strings to be stored, indexed, and retrieved, but as potential sources of discovery and knowledge, requiring sophisticated analysis techniques that go far beyond classical indexing and keyword counting, aiming to find relational and semantic interpretations of the phenomena underlying the data. Frontiers in Massive Data Analysis examines the frontier of analyzing massive amounts of data, whether in a static database or streaming through a system. Data at that scale-terabytes and petabytes-is increasingly common in science (e.g., particle physics, remote sensing, genomics), Internet commerce, business analytics, national security, communications, and elsewhere. The tools that work to infer knowledge from data at smaller scales do not necessarily work, or work well, at such massive scale. New tools, skills, and approaches are necessary, and this report identifies many of them, plus promising research directions to explore. Frontiers in Massive Data Analysis discusses pitfalls in trying to infer knowledge from massive data, and it characterizes seven major classes of computation that are common in the analysis of massive data. Overall, this report illustrates the cross-disciplinary knowledge-from computer science, statistics, machine learning, and application disciplines-that must be brought to bear to make useful inferences from massive data.