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Swarm Intelligence for Multi-objective Problems in Data Mining

Posted By: AvaxGenius
Swarm Intelligence for Multi-objective Problems in Data Mining

Swarm Intelligence for Multi-objective Problems in Data Mining by Carlos Artemio Coello Coello, Satchidananda Dehuri, Susmita Ghosh
English | PDF | 2009 | 296 Pages | ISBN : 3642036244 | 7.3 MB

The purpose of this book is to collect contributions that are at the intersection of multi-objective optimization, swarm intelligence (specifically, particle swarm optimization and ant colony optimization) and data mining. Such a collection intends to illustrate the potential of multi-objective swarm intelligence techniques in data mining, with the aim of motivating more researchers in evolutionary computation and machine learning to do research in this field.

Data Mining, Rough Sets and Granular Computing

Posted By: AvaxGenius
Data Mining, Rough Sets and Granular Computing

Data Mining, Rough Sets and Granular Computing by Tsau Young Lin, Yiyu Y. Yao, Lotfi A. Zadeh
English | PDF | 2002 | 538 Pages | ISBN : 379081461X | 51.1 MB

During the past few years, data mining has grown rapidly in visibility and importance within information processing and decision analysis. This is par­ ticularly true in the realm of e-commerce, where data mining is moving from a "nice-to-have" to a "must-have" status. In a different though related context, a new computing methodology called granular computing is emerging as a powerful tool for the conception, analysis and design of information/intelligent systems. In essence, data mining deals with summarization of information which is resident in large data sets, while granular computing plays a key role in the summarization process by draw­ ing together points (objects) which are related through similarity, proximity or functionality. In this perspective, granular computing has a position of centrality in data mining. Another methodology which has high relevance to data mining and plays a central role in this volume is that of rough set theory. Basically, rough set theory may be viewed as a branch of granular computing. However, its applications to data mining have predated that of granular computing.

Large-Scale Parallel Data Mining (Repost)

Posted By: AvaxGenius
Large-Scale Parallel Data Mining (Repost)

Large-Scale Parallel Data Mining by Mohammed J. Zaki, Ching-Tien Ho
English | PDF | 2000 | 270 Pages | ISBN : 3540671943 | 3.9 MB

With the unprecedented growth-rate at which data is being collected and stored electronically today in almost all fields of human endeavor, the efficient extraction of useful information from the data available is becoming an increasing scientific challenge and a massive economic need. This book presents thoroughly reviewed and revised full versions of papers presented at a workshop on the topic held during KDD'99 in San Diego, California, USA in August 1999 complemented by several invited chapters and a detailed introductory survey in order to provide complete coverage of the relevant issues. The contributions presented cover all major tasks in data mining including parallel and distributed mining frameworks, associations, sequences, clustering, and classification. All in all, the volume presents the state of the art in the young and dynamic field of parallel and distributed data mining methods. It will be a valuable source of reference for researchers and professionals.

Topics in the Geometry of Projective Space: Recent Work of F.L. Zak

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Topics in the Geometry of Projective Space: Recent Work of F.L. Zak

Topics in the Geometry of Projective Space: Recent Work of F.L. Zak by R. Lazarsfeld , A. Ven
English | PDF | 1984 | 51 Pages | ISBN : 3764316608 | 4.3 MB

The main topics discussed at the D. M. V. Seminar were the connectedness theorems of Fulton and Hansen, linear normality and subvarieties of small codimension in projective spaces. They are closely related; thus the connectedness theorem can be used to prove the inequality-part of Hartshorne's conjecture on linear normality, whereas Deligne's generalisation of the connectedness theorem leads to a refinement of Barth's results on the topology of varieties with small codimension in a projective space. The material concerning the connectedness theorem itself (including the highly surprising application to tamely ramified coverings of the projective plane) can be found in the paper by Fulton and the first author: W. Fulton, R. Lazarsfeld, Connectivity and its applications in algebraic geometry, Lecture Notes in Math. 862, p. 26-92 (Springer 1981).

Statistical Learning from a Regression Perspective

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Statistical Learning from a Regression Perspective

Statistical Learning from a Regression Perspective by Richard A. Berk
English | PDF(True) | 2016 | 364 Pages | ISBN : 3319829696 | 7.9 MB

This textbook considers statistical learning applications when interest centers on the conditional distribution of the response variable, given a set of predictors, and when it is important to characterize how the predictors are related to the response. As a first approximation, this can be seen as an extension of nonparametric regression.

Advanced Concepts for Intelligent Vision Systems (Repost)

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Advanced Concepts for Intelligent Vision Systems (Repost)

Advanced Concepts for Intelligent Vision Systems: 19th International Conference, ACIVS 2018, Poitiers, France, September 24–27, 2018, Proceedings by Jacques Blanc-Talon
English | PDF | 2018 | 641 Pages | ISBN : 3030014487 | 113.63 MB

This book constitutes the refereed proceedings of the 19th International Conference on Advanced Concepts for Intelligent Vision Systems, ACIVS 2018, held in Poitiers, France, in September 2018.
The 52 full papers presented in this volume were carefully reviewed and selected from 91 submissions. They were organized in topical sections named: video analysis; segmentation and classification; remote sending; biometrics; deep learning; coding and compression; and image restauration and reconstruction.

Artificial Intelligence and Sustainable Computing for Smart City

Posted By: AvaxGenius
Artificial Intelligence and Sustainable Computing for Smart City

Artificial Intelligence and Sustainable Computing for Smart City: First International Conference, AIS2C2 2021, Greater Noida, India, March 22–23, 2021, Revised Selected Papers by Arun Solanki, Sanjay Kumar Sharma, Sandhya Tarar, Pradeep Tomar, Sandeep Sharma, Anand Nayyar
English | PDF | 2021 | 300 Pages | ISBN : 3030823210 | 28 MB

The 17 full papers and 3 short papers included were thoroughly reviewed and selected from 204 submissions. They are organized in the following topical sections: ​sentimental and emotions analysis for smart cities; smart specialization strategies for smart cities; security in smart cities; advances applications for future smart cities; healthcare in smart cities; machine learning applications in smart cities.

Advanced Concepts for Intelligent Vision Systems (Repost)

Posted By: AvaxGenius
Advanced Concepts for Intelligent Vision Systems (Repost)

Advanced Concepts for Intelligent Vision Systems: 18th International Conference, ACIVS 2017, Antwerp, Belgium, September 18-21, 2017, Proceedings By Jacques Blanc-Talon
English | PDF | 2017 | 772 Pages | ISBN : 3319703528 | 112.5 MB

This book constitutes the refereed proceedings of the 18th International Conference on Advanced Concepts for Intelligent Vision Systems, ACIVS 2017, held in Antwerp, Belgium, in September 2017.
The 63 full papers presented in this volume were carefully selected from 134 submissions. They deal with human-computer interaction; classification and recognition; navigation, mapping, robotics, and transports; video processing and retrieval; security, forensics, surveillance; and image processing.

Data Analysis: The Ins and Outs of Solving Real Problems

Posted By: AvaxGenius
Data Analysis: The Ins and Outs of Solving Real Problems

Data Analysis: The Ins and Outs of Solving Real Problems by Jacques Janssen, F. Marcotorchino, J. M. Proth
English | PDF | 1987 | 370 Pages | ISBN : 0306426129 | 14.1 MB

This book is the result of the fourth International Symposium on Data Analysis held on June 1985 at the Universite Libre de Bruxelles with the help'of the European Institute for Advanced Management. As the preceding ones, the organization of the Symposium started with a call for real life problems from which an International Com­ mittee selected six topics and asked for several solutions. These topics are : I) Multivariate and longitudinal data on growing children 2) Prehistoric assemblages and lithic artifacts from a small We- european area 3) A comparison of results of European elections 4) Classification of heterogeneous data related to microcomputers 5) Group technology in production management 6)

Soft Computing in Data Science

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Soft Computing in Data Science

Soft Computing in Data Science: 6th International Conference, SCDS 2021, Virtual Event, November 2–3, 2021, Proceedings by Azlinah Mohamed
English | EPUB | 2021 450 Pages | ISBN : 9811673330 | 54.2 MB

This book constitutes the refereed proceedings of the 6th International Conference on Soft Computing in Data Science, SCDS 2021, which was held virtually in November 2021.
The 31 revised full papers presented were carefully reviewed and selected from 79 submissions. The papers are organized in topical sections on ​​AI techniques and applications; data analytics and technologies; data mining and image processing; machine & statistical learning.

Soft Computing in Data Science

Posted By: AvaxGenius
Soft Computing in Data Science

Soft Computing in Data Science: 6th International Conference, SCDS 2021, Virtual Event, November 2–3, 2021, Proceedings by Azlinah Mohamed
English | PDF | 2021 450 Pages | ISBN : 9811673330 | 48.6 MB

This book constitutes the refereed proceedings of the 6th International Conference on Soft Computing in Data Science, SCDS 2021, which was held virtually in November 2021.
The 31 revised full papers presented were carefully reviewed and selected from 79 submissions. The papers are organized in topical sections on ​​AI techniques and applications; data analytics and technologies; data mining and image processing; machine & statistical learning.

Recent Trends in Image Processing and Pattern Recognition

Posted By: AvaxGenius
Recent Trends in Image Processing and Pattern Recognition

Recent Trends in Image Processing and Pattern Recognition: 4th International Conference, RTIP2R 2021, Msida, Malta, December 8-10, 2021, Revised Selected Papers by KC Santosh
English | EPUB | 2022 | 406 Pages | ISBN : 3031070046 | 73.9 MB

This volume constitutes the refereed proceedings of the 4th International Conference on Recent Trends in Image Processing and Pattern Recognition, RTIP2R 2021, held in Msida, Malta, in December 2021. Due to the COVID-19 pandemic the conference was held online.

geoENV VI – Geostatistics for Environmental Applications

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geoENV VI – Geostatistics for Environmental Applications

geoENV VI – Geostatistics for Environmental Applications by Amílcar Soares
English | PDF | 2008 | 500 Pages | ISBN : 1402064470 | 26.4 MB

This volume contains ca. 40 selected full-text contributions from the Sixth European Conference on Geostatistics for Environmental Applications, geoENV VI, held in Rhodes, Greece, October 25-26, 2006. The objective of the editors was to compile a set of papers from which the reader could perceive how geostatistics is applied within the environmental sciences. A few selected theoretical contributions are also included.

Recent Trends in Image Processing and Pattern Recognition

Posted By: AvaxGenius
Recent Trends in Image Processing and Pattern Recognition

Recent Trends in Image Processing and Pattern Recognition: 4th International Conference, RTIP2R 2021, Msida, Malta, December 8-10, 2021, Revised Selected Papers by KC Santosh
English | PDF | 2022 | 406 Pages | ISBN : 3031070046 | 57.5 MB

This volume constitutes the refereed proceedings of the 4th International Conference on Recent Trends in Image Processing and Pattern Recognition, RTIP2R 2021, held in Msida, Malta, in December 2021. Due to the COVID-19 pandemic the conference was held online.

Soft Computing and its Engineering Applications

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Soft Computing and its Engineering Applications

Soft Computing and its Engineering Applications: Third International Conference, icSoftComp 2021, Changa, Anand, India, December 10–11, 2021, Revised Selected Papers by Kanubhai K. Patel
English | PDF | 2022 | 448 Pages | ISBN : 303105766X | 37.2 MB

This book constitutes the refereed proceedings of the Third International Conference on Soft Computing and its Engineering Applications, icSoftComp 2021, held in Changa, India, in December 2021. Due to the COVID-19 pandemic the conference was held online.