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This book discusses the challenges facing current research in
knowledge discovery and data mining posed by the huge volumes of
complex data now gathered in various real-world applications (e.g.,
business process monitoring, cybersecurity, medicine, language
processing, and remote sensing). The book consists of 14 chapters
covering the latest research by the authors and the research
centers they represent. It illustrates techniques and algorithms
that have recently been developed to preserve the richness of the
data and allow us to efficiently and effectively identify the
complex information it contains. Presenting the latest developments
in complex pattern mining, this book is a valuable reference
resource for data science researchers and professionals in academia
and industry.
This book discusses the challenges facing current research in
knowledge discovery and data mining posed by the huge volumes of
complex data now gathered in various real-world applications (e.g.,
business process monitoring, cybersecurity, medicine, language
processing, and remote sensing). The book consists of 14 chapters
covering the latest research by the authors and the research
centers they represent. It illustrates techniques and algorithms
that have recently been developed to preserve the richness of the
data and allow us to efficiently and effectively identify the
complex information it contains. Presenting the latest developments
in complex pattern mining, this book is a valuable reference
resource for data science researchers and professionals in academia
and industry.
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Discovery Science - 21st International Conference, DS 2018, Limassol, Cyprus, October 29-31, 2018, Proceedings (Paperback, 1st ed. 2018)
Larisa Soldatova, Joaquin Vanschoren, George Papadopoulos, Michelangelo Ceci
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R1,623
Discovery Miles 16 230
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Ships in 10 - 15 working days
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This book constitutes the proceedings of the 21st International
Conference on Discovery Science, DS 2018, held in Limassol, Cyprus,
in October 2018, co-located with the International Symposium on
Methodologies for Intelligent Systems, ISMIS 2018. The 30 full
papers presented together with 5 abstracts of invited talks in this
volume were carefully reviewed and selected from 71 submissions.
The scope of the conference includes the development and analysis
of methods for discovering scientific knowledge, coming from
machine learning, data mining, intelligent data analysis, big data
analysis as well as their application in various scientific
domains. The papers are organized in the following topical
sections: Classification; meta-learning; reinforcement learning;
streams and time series; subgroup and subgraph discovery; text
mining; and applications.
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Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings, Part III (Paperback, 1st ed. 2017)
Yasemin Altun, Kamalika Das, Taneli Mielikainen, Donato Malerba, Jerzy Stefanowski, …
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R1,616
Discovery Miles 16 160
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Ships in 10 - 15 working days
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The three volume proceedings LNAI 10534 - 10536 constitutes the
refereed proceedings of the European Conference on Machine Learning
and Knowledge Discovery in Databases, ECML PKDD 2017, held in
Skopje, Macedonia, in September 2017. The total of 101 regular
papers presented in part I and part II was carefully reviewed and
selected from 364 submissions; there are 47 papers in the applied
data science, nectar and demo track. The contributions were
organized in topical sections named as follows: Part I: anomaly
detection; computer vision; ensembles and meta learning; feature
selection and extraction; kernel methods; learning and
optimization, matrix and tensor factorization; networks and graphs;
neural networks and deep learning. Part II: pattern and sequence
mining; privacy and security; probabilistic models and methods;
recommendation; regression; reinforcement learning; subgroup
discovery; time series and streams; transfer and multi-task
learning; unsupervised and semisupervised learning. Part III:
applied data science track; nectar track; and demo track.
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New Frontiers in Mining Complex Patterns - First International Workshop, NFMCP 2012, Held in Conjunction with ECML/PKDD 2012, Bristol, UK, September 24, 2012, Revised Selected Papers (Paperback, 2013 ed.)
Annalisa Appice, Michelangelo Ceci, Corrado Loglisci, Giuseppe Manco, Elio Masciari, …
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R1,974
Discovery Miles 19 740
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Ships in 10 - 15 working days
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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.
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Foundations of Intelligent Systems - 24th International Symposium, ISMIS 2018, Limassol, Cyprus, October 29-31, 2018, Proceedings (Paperback, 1st ed. 2018)
Michelangelo Ceci, Nathalie Japkowicz, Jiming Liu, George A Papadopoulos, Zbigniew W. Ras
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R2,232
R1,383
Discovery Miles 13 830
Save R849 (38%)
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Ships in 12 - 17 working days
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This book constitutes the proceedings of the 24th International
Symposium on Foundations of Intelligent Systems, ISMIS 2018, held
in Limassol, Cyprus, in October 2018. The 32 full, 8 short, and 4
application papers presented in this volume were carefully reviewed
and selected from 59 submissions. The papers deal with topics such
as bioinformatics and health informatics, graph mining, image
analysis, intelligent systems, mining complex patterns, novelty
detection and class imbalance, social data analysis,
spatio-temporal analysis, and topic modeling and opinion mining. In
addition, three special sessions were organized, namely: Special
Session on Granular and Soft Clustering for Data Science, Special
Session on Intelligent Methodologies for Traffic Data Analysis and
Mining, and Special Session on Advanced Methods in Machine Learning
for Modeling Complex Data.
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Foundations of Intelligent Systems - 26th International Symposium, ISMIS 2022, Cosenza, Italy, October 3-5, 2022, Proceedings (Paperback, 1st ed. 2022)
Michelangelo Ceci, Sergio Flesca, Elio Masciari, Giuseppe Manco, Zbigniew W. Ras
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R1,624
Discovery Miles 16 240
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Ships in 10 - 15 working days
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This book constitutes the proceedings of the 26th International
Symposium on Foundations of Intelligent Systems, ISMIS 2022, held
in Cosenza, Italy, in October 2022. The 31 regular papers, 11 short
papers and 4 industrial papers presented in this volume were
carefully reviewed and selected from 71 submissions. They were
organized in topical sections as follows: Social Media and
Recommendation; Natural Language Processing; Explainability;
Intelligent Systems; Classification and Clustering; Complex Data;
Medical Applications; Industrial Applications.
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New Frontiers in Mining Complex Patterns - 8th International Workshop, NFMCP 2019, Held in Conjunction with ECML-PKDD 2019, Wurzburg, Germany, September 16, 2019, Revised Selected Papers (Paperback, 1st ed. 2020)
Michelangelo Ceci, Corrado Loglisci, Giuseppe Manco, Elio Masciari, Zbigniew Ra s
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R1,557
Discovery Miles 15 570
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Ships in 10 - 15 working days
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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
Wurzburg, 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.
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Digital Libraries: The Era of Big Data and Data Science - 16th Italian Research Conference on Digital Libraries, IRCDL 2020, Bari, Italy, January 30-31, 2020, Proceedings (Paperback, 1st ed. 2020)
Michelangelo Ceci, Stefano Ferilli, Antonella Poggi
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R2,193
Discovery Miles 21 930
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Ships in 10 - 15 working days
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This book constitutes the thoroughly refereed proceedings of the
16th Italian Research Conference on Digital Libraries, IRCDL 2020,
held in Bari, Italy, in January 2020. The 12 full papers and 6
short papers presented were carefully selected from 26 submissions.
The papers are organized in topical sections on information
retrieval, bid data and data science in DL; cultural heritage; open
science.
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Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings, Part II (Paperback, 1st ed. 2017)
Michelangelo Ceci, Jaakko Hollmen, Ljupco Todorovski, Celine Vens, Saso Dzeroski
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R1,748
Discovery Miles 17 480
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Ships in 10 - 15 working days
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The three volume proceedings LNAI 10534 - 10536 constitutes the
refereed proceedings of the European Conference on Machine Learning
and Knowledge Discovery in Databases, ECML PKDD 2017, held in
Skopje, Macedonia, in September 2017. The total of 101 regular
papers presented in part I and part II was carefully reviewed and
selected from 364 submissions; there are 47 papers in the applied
data science, nectar and demo track. The contributions were
organized in topical sections named as follows: Part I: anomaly
detection; computer vision; ensembles and meta learning; feature
selection and extraction; kernel methods; learning and
optimization, matrix and tensor factorization; networks and graphs;
neural networks and deep learning. Part II: pattern and sequence
mining; privacy and security; probabilistic models and methods;
recommendation; regression; reinforcement learning; subgroup
discovery; time series and streams; transfer and multi-task
learning; unsupervised and semisupervised learning. Part III:
applied data science track; nectar track; and demo track.
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Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings, Part I (Paperback, 1st ed. 2017)
Michelangelo Ceci, Jaakko Hollmen, Ljupco Todorovski, Celine Vens, Saso Dzeroski
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R1,753
Discovery Miles 17 530
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Ships in 10 - 15 working days
|
The three volume proceedings LNAI 10534 - 10536 constitutes the
refereed proceedings of the European Conference on Machine Learning
and Knowledge Discovery in Databases, ECML PKDD 2017, held in
Skopje, Macedonia, in September 2017. The total of 101 regular
papers presented in part I and part II was carefully reviewed and
selected from 364 submissions; there are 47 papers in the applied
data science, nectar and demo track. The contributions were
organized in topical sections named as follows: Part I: anomaly
detection; computer vision; ensembles and meta learning; feature
selection and extraction; kernel methods; learning and
optimization, matrix and tensor factorization; networks and graphs;
neural networks and deep learning. Part II: pattern and sequence
mining; privacy and security; probabilistic models and methods;
recommendation; regression; reinforcement learning; subgroup
discovery; time series and streams; transfer and multi-task
learning; unsupervised and semisupervised learning. Part III:
applied data science track; nectar track; and demo track.
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New Frontiers in Mining Complex Patterns - 5th International Workshop, NFMCP 2016, Held in Conjunction with ECML-PKDD 2016, Riva del Garda, Italy, September 19, 2016, Revised Selected Papers (Paperback, 1st ed. 2017)
Annalisa Appice, Michelangelo Ceci, Corrado Loglisci, Elio Masciari, Zbigniew W. Ras
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R2,368
Discovery Miles 23 680
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Ships in 10 - 15 working days
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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.
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Discovery Science - 19th International Conference, DS 2016, Bari, Italy, October 19-21, 2016, Proceedings (Paperback, 1st ed. 2016)
Toon Calders, Michelangelo Ceci, Donato Malerba
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R3,099
Discovery Miles 30 990
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Ships in 10 - 15 working days
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This book constitutes the proceedings of the 17th International
Conference on Discovery Science, DS 2016, held in banff, AB, Canada
in October 2015. The 30 full papers presented together with 5
abstracts of invited talks in this volume were carefully reviewed
and selected from 60 submissions.The conference focuses on
following topics: Advances in the development and analysis of
methods for discovering scientific knowledge, coming from machine
learning, data mining, and intelligent data analysis, as well as
their application in various scientific domains.
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New Frontiers in Mining Complex Patterns - 4th International Workshop, NFMCP 2015, Held in Conjunction with ECML-PKDD 2015, Porto, Portugal, September 7, 2015, Revised Selected Papers (Paperback, 1st ed. 2016)
Michelangelo Ceci, Corrado Loglisci, Giuseppe Manco, Elio Masciari, Zbigniew W. Ras
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R2,281
Discovery Miles 22 810
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Ships in 10 - 15 working days
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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.
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New Frontiers in Mining Complex Patterns - Third International Workshop, NFMCP 2014, Held in Conjunction with ECML-PKDD 2014, Nancy, France, September 19, 2014, Revised Selected Papers (Paperback, 2015 ed.)
Annalisa Appice, Michelangelo Ceci, Corrado Loglisci, Giuseppe Manco, Elio Masciari, …
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R1,557
Discovery Miles 15 570
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Ships in 10 - 15 working days
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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.
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New Frontiers in Mining Complex Patterns - Second International Workshop, NFMCP 2013, Held in Conjunction with ECML-PKDD 2013, Prague, Czech Republic, September 27, 2013, Revised Selected Papers (Paperback, 2014 ed.)
Annalisa Appice, Michelangelo Ceci, Corrado Loglisci, Giuseppe Manco, Elio Masciari, …
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R2,356
Discovery Miles 23 560
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Ships in 10 - 15 working days
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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.
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