Computational Intelligence For Information Retrieval

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Computational Intelligence for Information Retrieval

Dharmender Saini,Gopal Chaudhary,Vedika Gupta
Computational Intelligence for Information Retrieval Book PDF

Author : Dharmender Saini,Gopal Chaudhary,Vedika Gupta
Publisher : CRC Press
Page : 303 pages
File Size : 55,9 Mb
Release : 2021-12-14
Category : Technology & Engineering
ISBN : 9781000484724

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Computational Intelligence for Information Retrieval by Dharmender Saini,Gopal Chaudhary,Vedika Gupta Pdf

This book provides a thorough understanding of the integration of computational intelligence with information retrieval including content-based image retrieval using intelligent techniques, hybrid computational intelligence for pattern recognition, intelligent innovative systems, and protecting and analysing big data on cloud platforms. The book aims to investigate how computational intelligence frameworks are going to improve information retrieval systems. The emerging and promising state-of-the-art of human–computer interaction is the motivation behind this book. The book covers a wide range of topics, starting from the tools and languages of artificial intelligence to its philosophical implications, and thus provides a plethora of theoretical as well as experimental research, along with surveys and impact studies. Further, the book aims to showcase the basics of information retrieval and computational intelligence for beginners, as well as their integration, and challenge discussions for existing practitioners, including using hybrid application of augmented reality, computational intelligence techniques for recommendation systems in big data, and a fuzzy-based approach for characterization and identification of sentiments.

Intelligent Information Access

Giuliano Armano,Marco de Gemmis,Giovanni Semeraro
Intelligent Information Access Book PDF

Author : Giuliano Armano,Marco de Gemmis,Giovanni Semeraro
Publisher : Springer
Page : 138 pages
File Size : 41,7 Mb
Release : 2010-07-08
Category : Technology & Engineering
ISBN : 9783642140006

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Intelligent Information Access by Giuliano Armano,Marco de Gemmis,Giovanni Semeraro Pdf

Written from a multidisciplinary perspective, Intelligent Information Access investigates new insights into methods, techniques and technologies for intelligent information access. The chapters are written by participants in the Intelligent Information Access meeting, held in Cagliari, Italy, in December 2008.

Hybrid Intelligent Systems for Information Retrieval

Anuradha D Thakare,Shilpa Laddha,Ambika Pawar
Hybrid Intelligent Systems for Information Retrieval Book PDF

Author : Anuradha D Thakare,Shilpa Laddha,Ambika Pawar
Publisher : CRC Press
Page : 0 pages
File Size : 51,5 Mb
Release : 2022-11-22
Category : Computers
ISBN : 9781000783360

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Hybrid Intelligent Systems for Information Retrieval by Anuradha D Thakare,Shilpa Laddha,Ambika Pawar Pdf

Hybrid Intelligent Systems for Information Retrieval covers three areas along with the introduction to Intelligent IR, i.e., Optimal Information Retrieval Using Evolutionary Approaches, Semantic Search for Web Information Retrieval, and Natural Language Processing for Information Retrieval. • Talks about the design, implementation, and performance issues of the hybrid intelligent information retrieval system in one book • Gives a clear insight into challenges and issues in designing a hybrid information retrieval system • Includes case studies on structured and unstructured data for hybrid intelligent information retrieval • Provides research directions for the design and development of intelligent search engines This book is aimed primarily at graduates and researchers in the information retrieval domain.

Information Retrieval and Mining in Distributed Environments

Alessandro Soro,Eloisa Vargiu,Giuliano Armano,Gavino Paddeu
Information Retrieval and Mining in Distributed Environments Book PDF

Author : Alessandro Soro,Eloisa Vargiu,Giuliano Armano,Gavino Paddeu
Publisher : Springer
Page : 292 pages
File Size : 46,9 Mb
Release : 2010-10-08
Category : Technology & Engineering
ISBN : 9783642160899

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Information Retrieval and Mining in Distributed Environments by Alessandro Soro,Eloisa Vargiu,Giuliano Armano,Gavino Paddeu Pdf

At DART'09, held in conjunction with the 2009 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2009) and Intelligent Agent Technology (IAT 2009) in Milan (Italy), practitioners and researchers working on pervasive and intelligent access to web services and distributed information retrieval met to compare their work ad insights in such fascinating topics. Extended and revised versions of their papers, together with selected and invited original contributions, are collected in this book. Topics covered are those that emerged at DART'09 as the most intriguing and challenging: (i) community oriented tools and techniques as infrastructure of the Web 2.0; (ii) agent technology applied to virtual world scenarios; (iii) context aware information retrieval; (iv) content based information retrieval; and (v) industrial applications of information retrieval. Every chapter, before discussing in depth the specific topic, presents a comprehensive review of related work and state of the art, in the hope of this volume to be of use in the years to come, to both researchers and students.

Emergent Web Intelligence: Advanced Information Retrieval

Richard Chbeir,Youakim Badr,Ajith Abraham,Aboul-Ella Hassanien
Emergent Web Intelligence Advanced Information Retrieval Book PDF

Author : Richard Chbeir,Youakim Badr,Ajith Abraham,Aboul-Ella Hassanien
Publisher : Springer Science & Business Media
Page : 496 pages
File Size : 44,6 Mb
Release : 2010-03-10
Category : Computers
ISBN : 9781849960748

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Emergent Web Intelligence: Advanced Information Retrieval by Richard Chbeir,Youakim Badr,Ajith Abraham,Aboul-Ella Hassanien Pdf

This volume reviews cutting-edge technologies and insights related to XML-based and multimedia information access and data retrieval. And by applying new techniques to real-world scenarios, it details how organizations can gain competitive advantages.

Cyber Intelligence and Information Retrieval

João Manuel R. S. Tavares,Paramartha Dutta,Soumi Dutta,Debabrata Samanta
Cyber Intelligence and Information Retrieval Book PDF

Author : João Manuel R. S. Tavares,Paramartha Dutta,Soumi Dutta,Debabrata Samanta
Publisher : Springer Nature
Page : 630 pages
File Size : 52,5 Mb
Release : 2021-09-28
Category : Technology & Engineering
ISBN : 9789811642845

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Cyber Intelligence and Information Retrieval by João Manuel R. S. Tavares,Paramartha Dutta,Soumi Dutta,Debabrata Samanta Pdf

This book gathers a collection of high-quality peer-reviewed research papers presented at International Conference on Cyber Intelligence and Information Retrieval (CIIR 2021), held at Institute of Engineering & Management, Kolkata, India during 20–21 May 2021. The book covers research papers in the field of privacy and security in the cloud, data loss prevention and recovery, high-performance networks, network security and cryptography, image and signal processing, artificial immune systems, information and network security, data science techniques and applications, data warehousing and data mining, data mining in dynamic environment, higher-order neural computing, rough set and fuzzy set theory, and nature-inspired computing techniques.

Advances in Music Information Retrieval

Zbigniew W Ras,Alicja Wieczorkowska
Advances in Music Information Retrieval Book PDF

Author : Zbigniew W Ras,Alicja Wieczorkowska
Publisher : Springer Science & Business Media
Page : 411 pages
File Size : 46,7 Mb
Release : 2010-02-28
Category : Mathematics
ISBN : 9783642116735

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Advances in Music Information Retrieval by Zbigniew W Ras,Alicja Wieczorkowska Pdf

Sound waves propagate through various media, and allow communication or entertainment for us, humans. Music we hear or create can be perceived in such aspects as rhythm, melody, harmony, timbre, or mood. All these elements of music can be of interest for users of music information retrieval systems. Since vast music repositories are available for everyone in everyday use (both in private collections, and in the Internet), it is desirable and becomes necessary to browse music collections by contents. Therefore, music information retrieval can be potentially of interest for every user of computers and the Internet. There is a lot of research performed in music information retrieval domain, and the outcomes, as well as trends in this research, are certainly worth popularizing. This idea motivated us to prepare the book on Advances in Music Information Retrieval. It is divided into four sections: MIR Methods and Platforms, Harmony, Music Similarity, and Content Based Identification and Retrieval. Glossary of basic terms is given at the end of the book, to familiarize readers with vocabulary referring to music information retrieval.

Intelligent Multimedia Information Retrieval

Mark T. Maybury
Intelligent Multimedia Information Retrieval Book PDF

Author : Mark T. Maybury
Publisher : Unknown
Page : 520 pages
File Size : 52,7 Mb
Release : 1997
Category : Biography & Autobiography
ISBN : UOM:39015041092878

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Intelligent Multimedia Information Retrieval by Mark T. Maybury Pdf

Foreword by Karen Spärck Jones Intelligent multimedia information retrieval lies at the intersection of artificial intelligence, information retrieval, human-computer interaction, and multimedia computing. Its systems enable users to create, process, summarize, present, interact with, and organize information within and across different media such as text, speech, graphics, imagery, and video. These systems go beyond traditional hypermedia and hypertext environments to analyze and generate media, and support intelligent interaction with or via multiple media. The chapters of this volume, which grew out of the 1995 International Joint Conference on Artificial Intelligence Workshop on Intelligent Multimedia Information Retrieval, span a broad range of topics. The book is organized into seven sections: Content-Based Retrieval of Imagery, Content-Based Retrieval of Graphics and Audio, Content-Based Retrieval of Video, Speech and Language Processing for Video Retrieval, Architectures and Tools, Intelligent Hypermedia Retrieval, and Empirical Evaluations. Contributors Robert Adams, Phillipe Aigrain, Jonathan Ashley, Thom Blum, Shih-Fu Chang, Mei C. Chuah, W. Bruce Croft, Byron Dom, Ann Doubleday, Florence Dubois, Josef Fink, Myron Flickner, Jonathan Foote, Brian Frew, Monika Gorkani, Morgan Green, James Griffioen, Jon Alte Gulla, Jim Hafner, Qian Hang, Matt Hare, Alexander G. Hauptman, Stacie Hibino, Helmut Horacek, David House, Takafumi Inoue, Philippe Joly, Gareth Jones, Karen Spärck Jones, Douglas Keislaer, Stephen Kerpedjiev, Alfred Kobsa, Denis Lee, Véronique Longueville, Chien Yong Low, R. Manmatha, Inderjeet Mani, Mark T. Maybury, Bernard Mérialdo, Adrian Müller, Wayne Niblac, Andreas Nill, Alex Pentland, Dragutin Petkovic, Steven F. Roth, Neil C. Rowe, Elke A. Rundensteiner, Harpreet Sawhney, John R. Smith, Stephen W. Smoliar, David Steele, Adelheit Stein, Oliviero Stock, Carlo Strapparava, Alistair Sutcliffe, Atshushi Takeshita, Kazuo Tanaka, Ulrich Thiel, Michele Ryan, Julita Vassileva, James Wheaton, Michael J. Witbrock, Erling Wold, JianHua Wu, Peter Yanker, Rajendra Yavatkar, Steven J. Young, Massimo Zancanaro, HongJiang Zhang

Advances in Information Retrieval

W. Bruce Croft
Advances in Information Retrieval Book PDF

Author : W. Bruce Croft
Publisher : Springer Science & Business Media
Page : 318 pages
File Size : 50,6 Mb
Release : 2006-04-11
Category : Computers
ISBN : 9780306470196

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Advances in Information Retrieval by W. Bruce Croft Pdf

The Center for Intelligent Information Retrieval (CIIR) was formed in the Computer Science Department ofthe University ofMassachusetts, Amherst in 1992. The core support for the Center came from a National Science Foun- tion State/Industry/University Cooperative Research Center(S/IUCRC) grant, although there had been a sizeable information retrieval (IR) research group for over 10 years prior to that grant. Thebasic goal ofthese Centers is to combine basic research, applied research, and technology transfer. The CIIR has been successful in each of these areas, in that it has produced over 270 research papers, has been involved in many successful government and industry collaborations, and has had a significant role in high-visibility Internet sites and start-ups. As a result of these efforts, the CIIR has become known internationally as one of the leading research groups in the area of information retrieval. The CIIR focuses on research that results in more effective and efficient access and discovery in large, heterogeneous, distributed, text and multimedia databases. The scope of the work that is done in the CIIR is broad and goes significantly beyond “traditional” areas of information retrieval such as retrieval models, cross-lingual search, and automatic query expansion. The research includes both low-level systems issues such as the design of protocols and architectures for distributed search, as well as more human-centered topics such as user interface design, visualization and data mining with text, and multimedia retrieval.

Intelligent Tools for Building a Scientific Information Platform

Robert Bembenik,Lukasz Skonieczny,Henryk Rybiński,Marek Niezgodka
Intelligent Tools for Building a Scientific Information Platform Book PDF

Author : Robert Bembenik,Lukasz Skonieczny,Henryk Rybiński,Marek Niezgodka
Publisher : Springer
Page : 268 pages
File Size : 46,9 Mb
Release : 2012-01-25
Category : Technology & Engineering
ISBN : 9783642248092

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Intelligent Tools for Building a Scientific Information Platform by Robert Bembenik,Lukasz Skonieczny,Henryk Rybiński,Marek Niezgodka Pdf

This book is a selection of results obtained within one year of research performed under SYNAT - a nation-wide scientific project aiming to create an infrastructure for scientific content storage and sharing for academia, education and open knowledge society in Poland. The selection refers to the research in artificial intelligence, knowledge discovery and data mining, information retrieval and natural language processing, addressing the problems of implementing intelligent tools for building a scientific information platform. The idea of this book is based on the very successful SYNAT Project Conference and the SYNAT Workshop accompanying the 19th International Symposium on Methodologies for Intelligent Systems (ISMIS 2011). The papers included in this book present an overview and insight into such topics as architecture of scientific information platforms, semantic clustering, ontology-based systems, as well as, multimedia data processing.

Computational Intelligence and Security

Yue Hao,Jiming Liu,Yuping Wang,Yiu-ming Cheung,Hujun Yin,Licheng Jiao,Jianfeng Ma,Yong-Chang Jiao
Computational Intelligence and Security Book PDF

Author : Yue Hao,Jiming Liu,Yuping Wang,Yiu-ming Cheung,Hujun Yin,Licheng Jiao,Jianfeng Ma,Yong-Chang Jiao
Publisher : Springer
Page : 1122 pages
File Size : 49,8 Mb
Release : 2006-06-18
Category : Computers
ISBN : 9783540315995

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Computational Intelligence and Security by Yue Hao,Jiming Liu,Yuping Wang,Yiu-ming Cheung,Hujun Yin,Licheng Jiao,Jianfeng Ma,Yong-Chang Jiao Pdf

The two volume set LNAI 3801 and LNAI 3802 constitute the refereed proceedings of the annual International Conference on Computational Intelligence and Security, CIS 2005, held in Xi'an, China, in December 2005. The 338 revised papers presented - 254 regular and 84 extended papers - were carefully reviewed and selected from over 1800 submissions. The first volume is organized in topical sections on learning and fuzzy systems, evolutionary computation, intelligent agents and systems, intelligent information retrieval, support vector machines, swarm intelligence, data mining, pattern recognition, and applications. The second volume is subdivided in topical sections on cryptography and coding, cryptographic protocols, intrusion detection, security models and architecture, security management, watermarking and information hiding, web and network applications, image and signal processing, and applications.

Introduction to Information Retrieval

Christopher D. Manning,Prabhakar Raghavan,Hinrich Schütze
Introduction to Information Retrieval Book PDF

Author : Christopher D. Manning,Prabhakar Raghavan,Hinrich Schütze
Publisher : Cambridge University Press
Page : 128 pages
File Size : 48,8 Mb
Release : 2008-07-07
Category : Computers
ISBN : 9781139472104

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Introduction to Information Retrieval by Christopher D. Manning,Prabhakar Raghavan,Hinrich Schütze Pdf

Class-tested and coherent, this textbook teaches classical and web information retrieval, including web search and the related areas of text classification and text clustering from basic concepts. It gives an up-to-date treatment of all aspects of the design and implementation of systems for gathering, indexing, and searching documents; methods for evaluating systems; and an introduction to the use of machine learning methods on text collections. All the important ideas are explained using examples and figures, making it perfect for introductory courses in information retrieval for advanced undergraduates and graduate students in computer science. Based on feedback from extensive classroom experience, the book has been carefully structured in order to make teaching more natural and effective. Slides and additional exercises (with solutions for lecturers) are also available through the book's supporting website to help course instructors prepare their lectures.

Intelligent Agents for Data Mining and Information Retrieval

Masoud Mohammadian
Intelligent Agents for Data Mining and Information Retrieval Book PDF

Author : Masoud Mohammadian
Publisher : IGI Global
Page : 327 pages
File Size : 42,8 Mb
Release : 2004-01-01
Category : Computers
ISBN : 9781591401940

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Intelligent Agents for Data Mining and Information Retrieval by Masoud Mohammadian Pdf

There is a large increase in the amount of information available on World Wide Web and also in number of online databases. This information abundance increases the complexity of locating relevant information. Such a complexity drives the need for improved and intelligent systems for search and information retrieval. Intelligent agents are currently used to improve the search and retrieval information on World Wide Web. The use of existing search and retrieval engines with the addition of intelligent agents allows a more comprehensive search with a performance that can be measured. Intelligent Agents for Data Mining and Information Retrieval discusses the foundation as well as the practical side of intelligent agents and their theory and applications for web data mining and information retrieval. The book can used for researchers at the undergraduate and post-graduate levels as well as a reference of the state-of-art for cutting edge researchers.

Advances in Intelligent Information and Database Systems

Ngoc Thanh Nguyen,Radoslaw Katarzyniak
Advances in Intelligent Information and Database Systems Book PDF

Author : Ngoc Thanh Nguyen,Radoslaw Katarzyniak
Publisher : Springer Science & Business Media
Page : 375 pages
File Size : 41,7 Mb
Release : 2010-04-09
Category : Computers
ISBN : 9783642120893

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Advances in Intelligent Information and Database Systems by Ngoc Thanh Nguyen,Radoslaw Katarzyniak Pdf

Intelligent information and database systems are two closely related and we- established subfields of modern computer science. They focus on the integration of artificial intelligence and classic database technologies in order to create the class of next generation information systems. The major target of this new gene- tion of systems is to provide end-users with intelligent behavior: simple and/or advanced learning, problem solving, uncertain and certain reasoning, se- organization, cooperation, etc. Such intelligent abilities are implemented in classic information systems to make them autonomous and user oriented, in particular when advanced problems of multimedia information and knowledge discovery, access, retrieval and manipulation are to be solved in the context of large, distr- uted and heterogeneous environments. It means that intelligent knowledge-based information and database systems are used to solve basic problems of large coll- tions management, carry out knowledge discovery from large data collections, reason about information under uncertain conditions, support users in their for- lation of complex queries etc. Topics discussed in this volume include but are not limited to the foundations and principles of data, information, and knowledge models, methodologies for intelligent information and database systems analysis, design, implementation, validation, maintenance and evolution.

Intelligent Agents for Data Mining and Information Retrieval

Masoud Mohammadian
Intelligent Agents for Data Mining and Information Retrieval Book PDF

Author : Masoud Mohammadian
Publisher : IGI Global
Page : 327 pages
File Size : 42,7 Mb
Release : 2004-01-01
Category : Computers
ISBN : 9781591402770

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Intelligent Agents for Data Mining and Information Retrieval by Masoud Mohammadian Pdf

There is a large increase in the amount of information available on World Wide Web and also in number of online databases. This information abundance increases the complexity of locating relevant information. Such a complexity drives the need for improved and intelligent systems for search and information retrieval. Intelligent Agents are currently used to improve the search and retrieval information on World Wide Web. The use of existing search and retrieval engines with the addition of intelligent agents allows a more comprehensive search with a performance that can be measured. Intelligent Agents for Mining and Information Retrieval discusses the foundation as well as the pratical side of intelligent agents and their theory and applications for web data mining and information retrieval. The book can used for researchers at the undergraduate and post-graduate levels as well as a reference of the state-of-art for cutting edge researchers.