Search results for: demand-driven-associative-classification

Demand Driven Associative Classification

Author : Adriano Veloso
File Size : 20.89 MB
Format : PDF, ePub, Mobi
Download : 741
Read : 1323
Download »
The ultimate goal of machines is to help humans to solve problems. Such problems range between two extremes: structured problems for which the solution is totally defined (and thus are easily programmed by humans), and random problems for which the solution is completely undefined (and thus cannot be programmed). Problems in the vast middle ground have solutions that cannot be well defined and are, thus, inherently hard to program. Machine Learning is the way to handle this vast middle ground, so that many tedious and difficult hand-coding tasks would be replaced by automatic learning methods. There are several machine learning tasks, and this work is focused on a major one, which is known as classification. Some classification problems are hard to solve, but we show that they can be decomposed into much simpler sub-problems. We also show that independently solving these sub-problems by taking into account their particular demands, often leads to improved classification performance.

When Jihadi Ideology Meets Social Media

Author : Jamil Ammar
File Size : 69.9 MB
Format : PDF, Kindle
Download : 329
Read : 1010
Download »
This book is designed to provide specialists, spectators, and students with a brief and engaging exploration of media usage by radical groups and the laws regulating these grey areas of Jihadi propaganda activities. The authors investigate the use of religion to advance political agendas and the legal challenges involved with balancing regulation with free speech rights. The project also examines the reasons behind the limited success of leading initiatives to curb the surge of online extreme speech, such as Google’s “Redirect Method” or the U.S. State Department’s campaign called “Think Again.” The volume concludes by outlining a number of promising technical approaches that can potently empower tech companies to reduce religious extremist groups’ presence and impact on social media.

Computational Science ICCS 2019

Author : João M. F. Rodrigues
File Size : 37.30 MB
Format : PDF, ePub, Docs
Download : 777
Read : 277
Download »
The five-volume set LNCS 11536, 11537, 11538, 11539 and 11540 constitutes the proceedings of the 19th International Conference on Computational Science, ICCS 2019, held in Faro, Portugal, in June 2019. The total of 65 full papers and 168 workshop papers presented in this book set were carefully reviewed and selected from 573 submissions (228 submissions to the main track and 345 submissions to the workshops). The papers were organized in topical sections named: Part I: ICCS Main Track Part II: ICCS Main Track; Track of Advances in High-Performance Computational Earth Sciences: Applications and Frameworks; Track of Agent-Based Simulations, Adaptive Algorithms and Solvers; Track of Applications of Matrix Methods in Artificial Intelligence and Machine Learning; Track of Architecture, Languages, Compilation and Hardware Support for Emerging and Heterogeneous Systems Part III: Track of Biomedical and Bioinformatics Challenges for Computer Science; Track of Classifier Learning from Difficult Data; Track of Computational Finance and Business Intelligence; Track of Computational Optimization, Modelling and Simulation; Track of Computational Science in IoT and Smart Systems Part IV: Track of Data-Driven Computational Sciences; Track of Machine Learning and Data Assimilation for Dynamical Systems; Track of Marine Computing in the Interconnected World for the Benefit of the Society; Track of Multiscale Modelling and Simulation; Track of Simulations of Flow and Transport: Modeling, Algorithms and Computation Part V: Track of Smart Systems: Computer Vision, Sensor Networks and Machine Learning; Track of Solving Problems with Uncertainties; Track of Teaching Computational Science; Poster Track ICCS 2019 Chapter “Comparing Domain-decomposition Methods for the Parallelization of Distributed Land Surface Models” is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

Link Mining Models Algorithms and Applications

Author : Philip S. Yu
File Size : 29.3 MB
Format : PDF, ePub, Mobi
Download : 131
Read : 1284
Download »
This book offers detailed surveys and systematic discussion of models, algorithms and applications for link mining, focusing on theory and technique, and related applications: text mining, social network analysis, collaborative filtering and bioinformatics.

Machine Learning and Knowledge Discovery in Databases

Author : José L. Balcázar
File Size : 63.83 MB
Format : PDF, ePub, Mobi
Download : 736
Read : 1057
Download »
The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2010, was held in Barcelona, September 20–24, 2010, consolidating the long junction between the European Conference on Machine Learning (of which the ?rst instance as European wo- shop dates back to 1986) and Principles and Practice of Knowledge Discovery in Data Bases (of which the ?rst instance dates back to 1997). Since the two conferences were ?rst collocated in 2001, both machine learning and data m- ing communities have realized how each discipline bene?ts from the advances, and participates to de?ning the challenges, of the sister discipline. Accordingly, a single ECML PKDD Steering Committee gathering senior members of both communities was appointed in 2008. In 2010, as in previous years, ECML PKDD lasted from Monday to F- day. It involved six plenary invited talks, by Christos Faloutsos, Jiawei Han, Hod Lipson, Leslie Pack Kaelbling, Tomaso Poggio, and Jur ̈ gen Schmidhuber, respectively. Monday and Friday were devoted to workshops and tutorials, or- nized and selected by Colin de la Higuera and Gemma Garriga.Continuing from ECML PKDD 2009, an industrial session managed by Taneli Mielikainen and Hugo Zaragoza welcomed distinguished speakers from the ML and DM ind- try: Rakesh Agrawal, Mayank Bawa, Ignasi Belda, Michael Berthold, Jos ́eLuis Fl ́ orez, ThoreGraepel, andAlejandroJaimes.Theconferencealsofeaturedad- coverychallenge, organizedbyAndr ́ asBenczur ́, CarlosCastillo, Zolt ́ anGyon ̈ gyi, and Julien Masan' es.

Simulating Network Traffic in an Associative Processing Environment

Author : Claude S. Noshpitz
File Size : 88.95 MB
Format : PDF, Kindle
Download : 472
Read : 1221
Download »

Stimulating Network Traffic in an Associative Processing Environment

Author : Claude S. Noshpitz
File Size : 22.43 MB
Format : PDF, Kindle
Download : 584
Read : 1210
Download »

Handbook of VLSI Chip Design and Expert Systems

Author : A. F. Schwarz
File Size : 35.95 MB
Format : PDF, Docs
Download : 172
Read : 286
Download »
Offers a conceptual and methodological understanding of chip design, and of the fundamental principles in the computer-aided design of VLSI circuits and systems (CADCAS). The text covers where, why and how expert systems are used in subtasks of CADCAS, and in the integrated chip design system.

Artificial Intelligence Abstracts

Author :
File Size : 81.94 MB
Format : PDF, ePub, Docs
Download : 497
Read : 567
Download »

Computer Science and Informatics

Author :
File Size : 74.85 MB
Format : PDF, Mobi
Download : 507
Read : 1182
Download »

Multiple Processing

Author : A. John Anderson
File Size : 83.2 MB
Format : PDF, ePub
Download : 587
Read : 617
Download »

IEEE International Workshop on Computer Systems Organization March 29 31 1983 Sheraton New Orleans Hotel New Orleans

Author : IEEE Computer Society
File Size : 44.83 MB
Format : PDF
Download : 153
Read : 326
Download »

IEEE International Workshop on Computer Systems Organization

Author :
File Size : 55.83 MB
Format : PDF
Download : 597
Read : 152
Download »

Index to IEEE Publications

Author : Institute of Electrical and Electronics Engineers
File Size : 60.41 MB
Format : PDF, Mobi
Download : 460
Read : 1157
Download »
Issues for 1973- cover the entire IEEE technical literature.

International Journal of Mini Microcomputers

Author :
File Size : 79.41 MB
Format : PDF, Kindle
Download : 586
Read : 610
Download »

International Aerospace Abstracts

Author : American institute of aeronautics and astronautics. Technical information service
File Size : 54.14 MB
Format : PDF, ePub, Mobi
Download : 338
Read : 677
Download »

An Introduction to Distributed and Parallel Processing

Author : John A. Sharp
File Size : 61.71 MB
Format : PDF, Mobi
Download : 111
Read : 343
Download »

Systems Design with Advanced Microprocessors

Author : John R. Freer
File Size : 33.79 MB
Format : PDF, Docs
Download : 692
Read : 1165
Download »

Documentation Abstracts

Author :
File Size : 30.18 MB
Format : PDF, ePub
Download : 317
Read : 415
Download »

American Doctoral Dissertations

Author :
File Size : 30.37 MB
Format : PDF, ePub
Download : 444
Read : 493
Download »