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    3. Knowledge Discovery

    Machine Learning and Knowledge Discovery in Databases (Repost)

    Posted By: AvaxGenius
    Date: 20 Jun 2025 11:52:53
    Machine Learning and Knowledge Discovery in Databases (Repost)

    Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2020, Ghent, Belgium, September 14–18, 2020, Proceedings, Part II by Frank Hutter
    English | EPUB | 2021 | 770 Pages | ISBN : 3030676609 | 96.5 MB

    The 5-volume proceedings, LNAI 12457 until 12461 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2020, which was held during September 14-18, 2020. The conference was planned to take place in Ghent, Belgium, but had to change to an online format due to the COVID-19 pandemic.
    Details

    Machine Learning and Knowledge Discovery in Databases. Research Track (Repost)

    Posted By: AvaxGenius
    Date: 16 May 2025 15:33:03
    Machine Learning and Knowledge Discovery in Databases. Research Track (Repost)

    Machine Learning and Knowledge Discovery in Databases. Research Track: European Conference, ECML PKDD 2021, Bilbao, Spain, September 13–17, 2021, Proceedings, Part III by Nuria Oliver
    English | EPUB | 2021 | 857 Pages | ISBN : 3030865223 | 121 MB

    The multi-volume set LNAI 12975 until 12979 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2021, which was held during September 13-17, 2021. The conference was originally planned to take place in Bilbao, Spain, but changed to an online event due to the COVID-19 pandemic.
    Details

    Machine Learning and Knowledge Discovery in Databases. Research Track (Repost)

    Posted By: AvaxGenius
    Date: 9 May 2025 10:57:10
    Machine Learning and Knowledge Discovery in Databases. Research Track (Repost)

    Machine Learning and Knowledge Discovery in Databases. Research Track; European Conference, ECML PKDD 2021, Bilbao, Spain, September 13–17, 2021, Proceedings, Part I by Nuria Oliver
    English | EPUB | 2021 | 838 Pages | ISBN : 3030864855 | 101.4 MB

    The multi-volume set LNAI 12975 until 12979 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2021, which was held during September 13-17, 2021. The conference was originally planned to take place in Bilbao, Spain, but changed to an online event due to the COVID-19 pandemic.
    Details

    Data Mining and Knowledge Discovery Handbook (Repost)

    Posted By: AvaxGenius
    Date: 18 Apr 2025 20:32:46
    Data Mining and Knowledge Discovery Handbook (Repost)

    Data Mining and Knowledge Discovery Handbook by Oded Maimon
    English | PDF | 2005 | 1378 Pages | ISBN : 0387244352 | 252.61 MB

    Data Mining and Knowledge Discovery Handbook organizes all major concepts, theories, methodologies, trends, challenges and applications of data mining (DM) and knowledge discovery in databases (KDD) into a coherent and unified repository.
    Details

    Encyclopedia of Social Network Analysis and Mining (Repost)

    Posted By: AvaxGenius
    Date: 28 Mar 2025 20:03:00
    Encyclopedia of Social Network Analysis and Mining (Repost)

    Encyclopedia of Social Network Analysis and Mining by Reda Alhajj, Jon Rokne
    English | PDF (True) | 2018 | 3481 Pages | ISBN : 1493971301 | 118.1 MB

    The Encyclopedia of Social Network Analysis and Mining (ESNAM) is the first major reference work to integrate fundamental concepts and research directions in the areas of social networks and applications to data mining. The second edition of ESNAM is a truly outstanding reference appealing to researchers, practitioners, instructors and students (both undergraduate and graduate), as well as the general public.
    Details

    Machine Learning and Knowledge Discovery in Databases. Research Track (Repost)

    Posted By: AvaxGenius
    Date: 26 Mar 2025 21:47:09
    Machine Learning and Knowledge Discovery in Databases. Research Track (Repost)

    Machine Learning and Knowledge Discovery in Databases. Research Track: European Conference, ECML PKDD 2021, Bilbao, Spain, September 13–17, 2021, Proceedings, Part III by Nuria Oliver
    English | EPUB | 2021 | 857 Pages | ISBN : 3030865223 | 121 MB

    The multi-volume set LNAI 12975 until 12979 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2021, which was held during September 13-17, 2021. The conference was originally planned to take place in Bilbao, Spain, but changed to an online event due to the COVID-19 pandemic.
    Details

    Machine Learning and Knowledge Discovery in Databases. Research Track (Repost)

    Posted By: AvaxGenius
    Date: 18 Feb 2025 07:34:09
    Machine Learning and Knowledge Discovery in Databases. Research Track (Repost)

    Machine Learning and Knowledge Discovery in Databases. Research Track; European Conference, ECML PKDD 2021, Bilbao, Spain, September 13–17, 2021, Proceedings, Part I by Nuria Oliver
    English | EPUB | 2021 | 838 Pages | ISBN : 3030864855 | 101.4 MB

    The multi-volume set LNAI 12975 until 12979 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2021, which was held during September 13-17, 2021. The conference was originally planned to take place in Bilbao, Spain, but changed to an online event due to the COVID-19 pandemic.
    Details

    Sentic Computing: A Common-Sense-Based Framework for Concept-Level Sentiment Analysis

    Posted By: AvaxGenius
    Date: 15 Nov 2024 11:27:05
    Sentic Computing: A Common-Sense-Based Framework for Concept-Level Sentiment Analysis

    Sentic Computing: A Common-Sense-Based Framework for Concept-Level Sentiment Analysis by Erik Cambria , Amir Hussain
    English | PDF (True) | 2015 | 196 Pages | ISBN : 3319236539 | 4.1 MB

    This volume presents a knowledge-based approach to concept-level sentiment analysis at the crossroads between affective computing, information extraction, and common-sense computing, which exploits both computer and social sciences to better interpret and process information on the Web.
    Details

    Guide to High Performance Distributed Computing: Case Studies with Hadoop, Scalding and Spark (Repost)

    Posted By: AvaxGenius
    Date: 15 Nov 2024 11:20:20
    Guide to High Performance Distributed Computing: Case Studies with Hadoop, Scalding and Spark (Repost)

    Guide to High Performance Distributed Computing: Case Studies with Hadoop, Scalding and Spark by K.G. Srinivasa , Anil Kumar Muppalla
    English | PDF (True) | 2015 | 310 Pages | ISBN : 3319134965 | 5.6 MB

    This timely text/reference describes the development and implementation of large-scale distributed processing systems using open source tools and technologies. Comprehensive in scope, the book presents state-of-the-art material on building high performance distributed computing systems, providing practical guidance and best practices as well as describing theoretical software frameworks. Features: describes the fundamentals of building scalable software systems for large-scale data processing in the new paradigm of high performance distributed computing; presents an overview of the Hadoop ecosystem, followed by step-by-step instruction on its installation, programming and execution; Reviews the basics of Spark, including resilient distributed datasets, and examines Hadoop streaming and working with Scalding; Provides detailed case studies on approaches to clustering, data classification and regression analysis; Explains the process of creating a working recommender system using Scalding and Spark.
    Details

    Machine Learning and Knowledge Discovery in Databases. Research Track

    Posted By: AvaxGenius
    Date: 31 Aug 2024 04:28:37
    Machine Learning and Knowledge Discovery in Databases. Research Track

    Machine Learning and Knowledge Discovery in Databases. Research Track: European Conference, ECML PKDD 2024, Vilnius, Lithuania, September 9–13, 2024, Proceedings, Part II by Albert Bifet, Jesse Davis, Tomas Krilavičius, Meelis Kull, Eirini Ntoutsi, Indrė Žliobaitė
    English | PDF EPUB (True) | 2024 | 513 Pages | ISBN : 303170343X | 102.4 MB

    This multi-volume set, LNAI 14941 to LNAI 14950, constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2024, held in Vilnius, Lithuania, in September 2024.
    Details

    Machine Learning and Knowledge Discovery in Databases. Research Track (Repost)

    Posted By: AvaxGenius
    Date: 1 Aug 2024 23:18:50
    Machine Learning and Knowledge Discovery in Databases. Research Track (Repost)

    Machine Learning and Knowledge Discovery in Databases. Research Track; European Conference, ECML PKDD 2021, Bilbao, Spain, September 13–17, 2021, Proceedings, Part I by Nuria Oliver
    English | EPUB | 2021 | 838 Pages | ISBN : 3030864855 | 101.4 MB

    The multi-volume set LNAI 12975 until 12979 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2021, which was held during September 13-17, 2021. The conference was originally planned to take place in Bilbao, Spain, but changed to an online event due to the COVID-19 pandemic.
    Details

    Pattern Recognition and Machine Intelligence

    Posted By: AvaxGenius
    Date: 25 Jul 2024 22:52:22
    Pattern Recognition and Machine Intelligence

    Pattern Recognition and Machine Intelligence: 9th International Conference, PReMI 2021, Kolkata, India, December 15–18, 2021, Proceedings by Ashish Ghosh, Irwin King, Malay Bhattacharyya, Shubhra Sankar Ray, Sankar K. Pal
    English | PDF (True) | 2024 | 639 Pages | ISBN : 3031126998 | 65.3 MB

    This book constitutes the refereed proceedings of the 9th International Conference on Pattern Recognition and Machine Intelligence, PReMI 2021, held in December 2021. Due to COVID-19 pandemic the conference was held virtually. The 62 full papers included in this book were carefully reviewed and selected from 215 submissions. They were organized in topical sections as follows: image processing; text, voice and video processing; bioinformatics; deep learning; medical image processing; theory and models; feature selection; biometrics and dermoscopy; facial image analysis; object and event detection; pattern recognition; machine learning applications.
    Details

    Encyclopedia of Social Network Analysis and Mining (Repost)

    Posted By: AvaxGenius
    Date: 5 Jul 2024 17:51:31
    Encyclopedia of Social Network Analysis and Mining (Repost)

    Encyclopedia of Social Network Analysis and Mining by Reda Alhajj, Jon Rokne
    English | PDF (True) | 2018 | 3481 Pages | ISBN : 1493971301 | 118.1 MB

    The Encyclopedia of Social Network Analysis and Mining (ESNAM) is the first major reference work to integrate fundamental concepts and research directions in the areas of social networks and applications to data mining. The second edition of ESNAM is a truly outstanding reference appealing to researchers, practitioners, instructors and students (both undergraduate and graduate), as well as the general public.
    Details

    Machine Learning for Networking

    Posted By: AvaxGenius
    Date: 31 May 2024 11:09:47
    Machine Learning for Networking

    Machine Learning for Networking: 6th International Conference, MLN 2023, Paris, France, November 28–30, 2023, Revised Selected Papers by Éric Renault, Selma Boumerdassi, Paul Mühlethaler
    English | PDF (True) | 2024 | 296 Pages | ISBN : 3031599322 | 25.7 MB

    This book constitutes the refereed proceedings of the 6th International Conference on Machine Learning for Networking, MLN 2023, held in Paris, France, during November 28–30, 2023. The 18 full papers included in this book were carefully reviewed and selected from 34 submissions. The conference aims at providing a top forum for researchers and practitioners to present and discuss new trends in machine learning, deep learning, pattern recognition and optimization for network architectures and services.
    Details

    Machine Learning and Knowledge Discovery in Databases. Research Track (Repost)

    Posted By: AvaxGenius
    Date: 18 May 2024 14:51:52
    Machine Learning and Knowledge Discovery in Databases. Research Track (Repost)

    Machine Learning and Knowledge Discovery in Databases. Research Track: European Conference, ECML PKDD 2021, Bilbao, Spain, September 13–17, 2021, Proceedings, Part III by Nuria Oliver
    English | EPUB | 2021 | 857 Pages | ISBN : 3030865223 | 121 MB

    The multi-volume set LNAI 12975 until 12979 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2021, which was held during September 13-17, 2021. The conference was originally planned to take place in Bilbao, Spain, but changed to an online event due to the COVID-19 pandemic.
    Details
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