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BOOK EXCERPT:
This book constitutes the refereed proceedings of the 10th IFIP TC 12 International Conference on Intelligent Information Processing, IIP 2018, held in Nanning, China, in October 2018. The 37 full papers and 8 short papers presented were carefully reviewed and selected from 80 submissions. They are organized in topical sections on machine learning, deep learning, multi-agent systems, neural computing and swarm intelligence, natural language processing, recommendation systems, social computing, business intelligence and security, pattern recognition, and image understanding.
Product Details :
Genre |
: Computers |
Author |
: Zhongzhi Shi |
Publisher |
: Springer |
Release |
: 2018-10-10 |
File |
: 450 Pages |
ISBN-13 |
: 9783030008284 |
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BOOK EXCERPT:
Data Mining is the process of posing queries and extracting useful information, patterns and trends previously unknown from large quantities of data [Thu, 00]. It is the process where intelligent tools are applied in order to extract data patterns [JM, 01]. This encompasses a number of different technical approaches, such as cluster analysis, learning classification and association rules, and finding dependencies. Agents are defined as software entities that perform some set of tasks on behalf of users with some degree of autonomy. This research work deals about developing a automated data mining system which encompasses the familiar data mining algorithms using intelligent agents in object oriented databases and proposing a framework. Because the data mining system uses the intelligent agents, a new user will be able to interact with the data mining system without much data mining technical knowledge. This system will automatically select the appropriate data mining technique and select the necessary field needed from the database at the appropriate time without expecting the users to specify the specific technique and the parameters. Also a new framework is proposed for incorporating intelligent agents with automated data mining. One of the major goals in developing this system is to give the control to the computer for learning automatically by using intelligent agents.
Product Details :
Genre |
: Computers |
Author |
: Qing He |
Publisher |
: Springer |
Release |
: 2006-01-20 |
File |
: 550 Pages |
ISBN-13 |
: 9780387231525 |
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BOOK EXCERPT:
This book constitutes the refereed proceedings of the 12th IFIP TC 12 International Conference on Intelligent Information Processing, IIP 2022, held in Qingdao, China, in July 2022. The 37 full papers and 6 short papers presented were carefully reviewed and selected from 57 submissions. They are organized in topical sections on Machine Learning, Data Mining, Multiagent Systems, Social Computing, Blockchain Technology, Game Theory and Emotion, Pattern Recognition, Image Processing and Applications.
Product Details :
Genre |
: Computers |
Author |
: Zhongzhi Shi |
Publisher |
: Springer Nature |
Release |
: 2022-05-23 |
File |
: 560 Pages |
ISBN-13 |
: 9783031039485 |
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BOOK EXCERPT:
Intelligent Information Processing presents new research with special emphasis on knowledge-based system architecture and intelligent information management. The following topics are addressed: -Agent-based Computing; -Semantic Web and Learning; -Ontology Management; -Semantic Web Architecture; -Knowledge-engineering Frameworks; -Knowledge-system Structure; -Data Mining; -Methods and Tools for Identifying Communities of Practice; and -Implementing Problem Solvers.
Product Details :
Genre |
: Computers |
Author |
: Mark Musen |
Publisher |
: Springer |
Release |
: 2012-12-06 |
File |
: 324 Pages |
ISBN-13 |
: 9780387356020 |
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BOOK EXCERPT:
This volume comprises the 6th IFIP International Conference on Intelligent Infor- tion Processing. As the world proceeds quickly into the Information Age, it encounters both successes and challenges, and it is well recognized nowadays that intelligent information processing provides the key to the Information Age and to mastering many of these challenges. Intelligent information processing supports the most - vanced productive tools that are said to be able to change human life and the world itself. However, the path is never a straight one and every new technology brings with it a spate of new research problems to be tackled by researchers; as a result we are not running out of topics; rather the demand is ever increasing. This conference provides a forum for engineers and scientists in academia and industry to present their latest research findings in all aspects of intelligent information processing. This is the 6th IFIP International Conference on Intelligent Information Processing. We received more than 50 papers, of which 35 papers are included in this program as regular papers and 4 as short papers. We are grateful for the dedicated work of both the authors and the referees, and we hope these proceedings will continue to bear fruit over the years to come. All papers submitted were reviewed by two referees. A conference such as this cannot succeed without help from many individuals who contributed their valuable time and expertise.
Product Details :
Genre |
: Computers |
Author |
: Zhongzhi Shi |
Publisher |
: Springer |
Release |
: 2010-10-05 |
File |
: 365 Pages |
ISBN-13 |
: 9783642163272 |
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BOOK EXCERPT:
This book constitutes the refereed proceedings of the 8th IFIP TC 12 International Conference on Intelligent Information Processing, IIP 2014, held in Hangzhou, China, in October 2014. The 32 revised papers presented were carefully reviewed and selected from more than 70 submissions. They are organized in topical sections on machine learning, data mining, web mining, multi-agent systems, automatic reasoning, decision algorithms, multimedia, pattern recognition, and information security.
Product Details :
Genre |
: Computers |
Author |
: Zhongzhi Shi |
Publisher |
: Springer |
Release |
: 2014-10-13 |
File |
: 340 Pages |
ISBN-13 |
: 9783662449806 |
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BOOK EXCERPT:
This edited book contains articles accepted for presentation during The Intelligent Information Processing and Web Mining Conference IIS:IIP WM¿04 held in Zakopane, Poland, on May 17-20, 2004. Considerable attention is devoted to the newest developments in the area of Artificial Intelligence with special calls for contributions on Web mining. This book will be a valuable source for further research in the fields of data mining, intelligent information processing, machine learning, computational linguistics, or natural language processing for search engines.
Product Details :
Genre |
: Business & Economics |
Author |
: Mieczyslaw A. Klopotek |
Publisher |
: Springer Science & Business Media |
Release |
: 2004-04-26 |
File |
: 660 Pages |
ISBN-13 |
: 3540213317 |
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BOOK EXCERPT:
Knowledge existing in modern information systems usually comes from many sources and is mapped in many ways. There is a real need for representing “knowledge pieces” as rather universal objects that should fit to multi-purpose a- ing systems. According to great number of information system’s tasks, knowledge representation is more or less detailed (e.g. some level of its granularity is - sumed). The main goal of this paper is to present chosen aspects of expressing granularity of knowledge implemented in intelligent systems. One of the main r- sons of granularity phenomena is diversification of knowledge sources, therefore the next section is devoted to this issue. 2. Heterogeneous Knowledge as a Source for Intelligent Systems Knowledge, the main element of so-called intelligent applications and systems, is very often heterogeneous. This heterogeneity concerns the origin of knowledge, its sources as well as its final forms of presentation. In this section the selected c- teria of knowledge differentiation will be presented, in the context of potential sources of knowledge acquisition. In Fig. 1 an environment of intelligent systems is shown, divided into different knowledge sources for the system. Fig. 1. Potential knowledge sources for intelligent information/reasoning system. Source: own elaboration based on (Mach, 2007) p. 24.
Product Details :
Genre |
: Computers |
Author |
: Eunikka Mercier-Laurent |
Publisher |
: Springer |
Release |
: 2008-09-18 |
File |
: 277 Pages |
ISBN-13 |
: 9780387876856 |
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BOOK EXCERPT:
This edited book contains articles accepted for presentation during the conference "Intelligent Information Systems 2005 (IIS 2005) - New Trends in Intelligent Information Processing and Web Mining" held in Gdansk, Poland, on June 13-16, 2005. Special attention is devoted to the newest developments in the areas of Artificial Immune Systems, Search engines, Computational Linguistics and Knowledge Discovery. The focus of this book is also on new computing paradigms including biologically motivated methods, quantum computing, DNA computing, advanced data analysis, new machine learning paradigms, reasoning technologies, natural language processing and new optimization techniques.
Product Details :
Genre |
: Business & Economics |
Author |
: Mieczysław Kłopotek |
Publisher |
: Springer Science & Business Media |
Release |
: 2005-05-24 |
File |
: 708 Pages |
ISBN-13 |
: 3540250565 |
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BOOK EXCERPT:
This book constitutes the refereed proceedings of the 11th International Conference on Intelligent Data Processing, IDP 2016, held in Barcelona, Spain, in October 2016. The 11 revised full papers were carefully reviewed and selected from 52 submissions. The papers of this volume are organized in topical sections on machine learning theory with applications; intelligent data processing in life and social sciences; morphological and technological approaches to image analysis.
Product Details :
Genre |
: Computers |
Author |
: Vadim V. Strijov |
Publisher |
: Springer Nature |
Release |
: 2019-11-15 |
File |
: 178 Pages |
ISBN-13 |
: 9783030354008 |