Data Science in Societal Applications: Concepts and Implications

The book provides an insight into the practical applications and theoretical foundation of data science. The book discusses new ways of embracing agile approaches to various facets of data science, including machine learning and artificial intelligence, data mining, data visualization, and communication. The book includes contributions from academia and industry experts detailing the shortfalls…

Recent Trends in Analysis of Images, Social Networks and Texts: 10th Internat…

This book constitutes revised selected papers of the 10th International Conference on Analysis of Images, Social Networks and Texts, AIST 2021, held in Tbilisi, Georgia, in December 2021. Due to the COVID-19 pandemic the conference was held in hybrid mode. The 17 full papers were carefully reviewed and selected from 118 submissions, out of which 92 were sent to peer review. The papers are o…

Text Mining for Information Professionals: An Uncharted Territory

This book focuses on a basic theoretical framework dealing with the problems, solutions, and applications of text mining and its various facets in a very practical form of case studies, use cases, and stories. The book contains 11 chapters with 14 case studies showing 8 different text mining and visualization approaches, and 17 stories. In addition, both a website and a Github account are al…

Web Information Systems and Applications: 19th International Conference, WISA…

This book constitutes the proceedings of the 19th International Conference on Web Information Systems and Applications, WISA 2022, held in Dalian, China, in September 2022. The 45 full papers and 19 short papers presented were carefully reviewed and selected from 212 submissions. The papers are grouped in topical sections on knowledge graph, natural language processing, world wide web, machine…

Data Analytics and Management in Data Intensive Domains: 23rd International C…

This book constitutes the post-conference proceedings of the 23rd International Conference on Data Analytics and Management in Data Intensive Domains, DAMDID/RCDL 2021, held in Moscow, Russia, in October 2021*. The 16 revised full papers were carefully reviewed and selected from 61 submissions. The papers are organized in the following topical sections: problem solving infrastructures, experim…

Distributed Machine Learning and Gradient Optimization

This book presents the state of the art in distributed machine learning algorithms that are based on gradient optimization methods. In the big data era, large-scale datasets pose enormous challenges for the existing machine learning systems. As such, implementing machine learning algorithms in a distributed environment has become a key technology, and recent research has shown gradient-based it…

Analysis of Images, Social Networks and Texts: 10th International Conference,…

This book constitutes revised selected papers from the thoroughly refereed proceedings of the 10th International Conference on Analysis of Images, Social Networks and Texts, AIST 2021, held in Tbilisi, Georgia, during December 16–18, 2021. The 20 full papers and 5 short papers included in this book were carefully reviewed and selected from 118 submissions. They were organized in topical secti…

Data Science: 8th International Conference of Pioneering Computer Scientists,…

This two volume set (CCIS 1628 and 1629) constitutes the refereed proceedings of the 8th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2022 held in Chengdu, China, in August, 2022. The 65 full papers and 26 short papers presented in these two volumes were carefully reviewed and selected from 261 submissions. The papers are organized in topical …

Big Data Analytics: 10th International Conference, BDA 2022, Hyderabad, India…

This book constitutes the proceedings of the 10th International Conference on Big Data Analytics, BDA 2022, which took place in Hyderabad, India, in December 2022. The 7 full papers and 7 short papers presented in this volume were carefully reviewed and selected from 36 submissions. The book also contains 4 keynote talks in full-paper length. The papers are organized in the following topical se…

Database Systems for Advanced Applications: 27th International Conference, DA…

The three-volume set LNCS 13245, 13246 and 13247 constitutes the proceedings of the 26th International Conference on Database Systems for Advanced Applications, DASFAA 2022, held online, in April 2021. The total of 72 full papers, along with 76 short papers, are presented in this three-volume set was carefully reviewed and selected from 543 submissions. Additionally, 13 industrial papers, 9 de…

Advances in Knowledge Discovery and Data Mining: 26th Pacific-Asia Conference…

The 3-volume set LNAI 13280, LNAI 13281 and LNAI 13282 constitutes the proceedings of the 26th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining, PAKDD 2022, which was held during May 2022 in Chengdu, China. The 121 papers included in the proceedings were carefully reviewed and selected from a total of 558 submissions. They were organized in topical sections as follo…

Process Mining Workshops: ICPM 2021 International Workshops, Eindhoven, The N…

This open access book constitutes revised selected papers from the International Workshops held at the Third International Conference on Process Mining, ICPM 2021, which took place in Eindhoven, The Netherlands, during October 31–November 4, 2021. The conference focuses on the area of process mining research and practice, including theory, algorithmic challenges, and applications. The co-l…

Technologies and Applications for Big Data Value

This open access book explores cutting-edge solutions and best practices for big data and data-driven AI applications for the data-driven economy. It provides the reader with a basis for understanding how technical issues can be overcome to offer real-world solutions to major industrial areas. The book starts with an introductory chapter that provides an overview of the book by positioning…

Data Science for Economics and Finance: Methodologies and Applications

This open access book covers the use of data science, including advanced machine learning, big data analytics, Semantic Web technologies, natural language processing, social media analysis, time series analysis, among others, for applications in economics and finance. In addition, it shows some successful applications of advanced data science solutions used to extract new knowledge from data in…

Distributed Systems and Applications of Information Filtering and Retrieval: …

This volume focuses on new challenges in distributed Information Filtering and Retrieval. It collects invited chapters and extended research contributions from the special session on Information Filtering and Retrieval: Novel Distributed Systems and Applications (DART) of the 4th International Conference on Knowledge Discovery and Information Retrieval (KDIR 2012), held in Barcelona, Spain, on …

Evolutionary Data Clustering: Algorithms and Applications

Edition

1

ISBN/ISSN

978-981-33-4191-3

Collation

xii, 248p.:Ill.

Series Title

-

Call Number

006.3 Evo

Data Science and Intelligent Applications

Edition

-

ISBN/ISSN

978-981-15-4474-3

Collation

xiii, 576p.:Ill

Series Title

Lecture Notes on Data Engineering and Communications Technologies

Call Number

005.7 Dat

New Developments in Unsupervised Outlier Detection

Edition

1

ISBN/ISSN

978-981-15-9519-6

Collation

xxi, 277p.:Ill

Series Title

-

Call Number

006.312 Wan n

Advances in Data Science: Methodologies and Applications

Big data and data science are transforming our world today in ways we could not have imagined at the beginning of the twenty-first century. The accompanying wave of innovation has sparked advances in healthcare, engineering, business, science, and human perception, among others. The tremendous advances in computing power and intelligent techniques have opened many opportunities for managing dat…

Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery

This book consists of papers on the recent progresses in the state of the art in natural computation, fuzzy systems and knowledge discovery. The book is useful for researchers, including professors, graduate students, as well as R & D staff in the industry, with a general interest in natural computation, fuzzy systems and knowledge discovery. The work printed in this book was presented at the 2…

Applying Predictive Analytics

This textbook presents a practical approach to predictive analytics for classroom learning. It focuses on using analytics to solve business problems and compares several different modeling techniques, all explained from examples using the SAS Enterprise Miner software. The authors demystify complex algorithms to show how they can be utilized and explained within the context of enhancing busines…

Linking and Mining Heterogeneous and Multi-view Data

This book highlights research in linking and mining data from across varied data sources. The authors focus on recent advances in this burgeoning field of multi-source data fusion, with an emphasis on exploratory and unsupervised data analysis, an area of increasing significance with the pace of growth of data vastly outpacing any chance of labeling them manually. The book looks at the underlyi…

Recent Advances on Soft Computing and Data Mining: Proceedings of The First I…

This book constitutes the refereed proceedings of the First International Conference on Soft Computing and Data Mining, SCDM 2014, held in Universiti Tun Hussein Onn Malaysia, in June 16th-18th, 2014. The 65 revised full papers presented in this book were carefully reviewed and selected from 145 submissions, and organized into two main topical sections; Data Mining and Soft Computing. The goal …

Large Scale Data Analytics

This book presents a language integrated query framework for big data. The continuous, rapid growth of data information to volumes of up to terabytes (1,024 gigabytes) or petabytes (1,048,576 gigabytes) means that the need for a system to manage and query information from large scale data sources is becoming more urgent. Currently available frameworks and methodologies are limited in terms of e…

Data Mining in Agriculture: SPRINGER OPTIMIZATION AND ITS APPLICATIONS 34

Edition

-

ISBN/ISSN

978-0-387-88614-5

Collation

xiii, 292 p. : ill. ; 24 cm

Series Title

-

Call Number

630 Muc d

Data Mining Terapan dengan MATLAB

Edition

1

ISBN/ISSN

978-979-756-223-2

Collation

x, 148 hlm. : ilus. ; 26 cm

Series Title

-

Call Number

005.74 San d

SWAM INTELLIGENCE KOMPUTASI MODERN UNTUK OPTIMASI dan BIG DATA MINING

Edition

-

ISBN/ISSN

978-602-6232-51-9

Collation

xxvi, 262 hlm; 21 cm

Series Title

-

Call Number

005.262 Suy s

Data Mining : Algoritma Klarifikasi Penerapannya dalam Aplikasi

Edition

1

ISBN/ISSN

978-623-228-306-0

Collation

viii, 59 hlm

Series Title

-

Call Number

005.74 Bah d

Penerapan Data Mining dengan Rapid Miner Kosep Data Mining, Data Warehouse, M…

Edition

1

ISBN/ISSN

978-623-228-513-2

Collation

xiv, 126 hlm.; ilus. 24 cm

Series Title

-

Call Number

005.74 Iri p

Pocket Data Mining: Big Data on Small Devices

Owing to continuous advances in the computational power of handheld devices like smartphones and tablet computers, it has become possible to perform Big Data operations including modern data mining processes onboard these small devices. A decade of research has proved the feasibility of what has been termed as Mobile Data Mining, with a focus on one mobile device running data mining processes. …