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Model and Data Engineering

Posted By: AvaxGenius
Model and Data Engineering

Model and Data Engineering: 12th International Conference, MEDI 2023, Sousse, Tunisia, November 2–4, 2023, Proceedings by Mohamed Mosbah, Tahar Kechadi, Ladjel Bellatreche, Faiez Gargouri
English | PDF (True) | 2024 | 399 Pages | ISBN : 303149332X | 32.7 MB

This volume LNCS 14396 constitutes the refereed proceedings of the 12th International Conference, MEDI 2023,in November 2023 ,held in Sousse, Tunisia. The 27 full papers were carefully peer reviewed and selected from 99 submissions.
The Annual International Conference on Model and Data Engineering focuses on bring together researchers and practitioners and enabling them to showcase the latest advances in modelling and data management.

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

Posted By: AvaxGenius
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.

Object Relationship Notation (ORN) for Database Applications

Posted By: AvaxGenius
Object Relationship Notation (ORN) for Database Applications

Object Relationship Notation (ORN) for Database Applications: Enhancing the Modeling and Implementation of Associations by Bryon K. Ehlmann
English | PDF | 2009 | 256 Pages | ISBN : 0387095535 | 3.4 MB

Conceptually, a database consists of objects and relationships. Object Relationship Notation (ORN) is a simple notation that more precisely defines relationships by combining UML multiplicities with uniquely defined referential actions.

Neural Information Processing

Posted By: AvaxGenius
Neural Information Processing

Neural Information Processing: 30th International Conference, ICONIP 2023, Changsha, China, November 20–23, 2023, Proceedings, Part II by Biao Luo, Long Cheng, Zheng-Guang Wu, Hongyi Li, Chaojie Li
English | PDF (True) | 2023 ( 2024 Edition) | 607 Pages | ISBN : 981998081X | 59 MB

The six-volume set LNCS 14447 until 14452 constitutes the refereed proceedings of the 30th International Conference on Neural Information Processing, ICONIP 2023, held in Changsha, China, in November 2023.

Data Mining and Knowledge Discovery Handbook (Repost)

Posted By: AvaxGenius
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.

Discovery Science

Posted By: AvaxGenius
Discovery Science

Discovery Science: 26th International Conference, DS 2023, Porto, Portugal, October 9–11, 2023, Proceedings by Albert Bifet, Ana Carolina Lorena, Rita P. Ribeiro, João Gama, Pedro H. Abreu
English | PDF (True) | 2023 | 725 Pages | ISBN : 3031452747 | 53.4 MB

This book constitutes the proceedings of the 26th International Conference on Discovery Science, DS 2023, which took place in Porto, Portugal, in October 2023. The 37 full papers and 10 short papers presented in this volume were carefully reviewed and selected from 133 submissions. They were organized in topical sections as follows: Machine learning methods and applications; natural language processing and social media analysis; interpretability and explainability in AI; data analysis and optimization; fairness, privacy and security in AI; control and spatio-temporal modeling; graph theory and network analysis; time series and forecasting; healthcare and biological data analysis; anomaly, outlier and novelty detection.

The In-Memory Revolution: How SAP HANA Enables Business of the Future

Posted By: AvaxGenius
The In-Memory Revolution: How SAP HANA Enables Business of the Future

The In-Memory Revolution: How SAP HANA Enables Business of the Future by Hasso Plattner , Bernd Leukert
English | PDF (True) | 2016 | 284 Pages | ISBN : 3319166727 | 7.4 MB

This book describes the next generation of business applications in the innovative new SAP Business Suite 4 SAP HANA (SAP S/4HANA), exploiting the revolutionary capabilities of the SAP HANA in-memory database. Numerous real-world examples are presented illustrating the disruptive potential of this technology and the quantum leap it has facilitated in terms of simplicity, flexibility, and speed for new applications. The intuitive structure of this book offers a straightforward business perspective grounded in technology in order to enable valuable business insights drawn from the wealth of real-world experience of the book’s two authors, both prominent figures in the field of business application systems: Hasso Plattner and Bernd Leukert.

Advances in Information Technology in Civil and Building Engineering: Proceedings of ICCCBE 2022 - Volume 1

Posted By: AvaxGenius
Advances in Information Technology in Civil and Building Engineering: Proceedings of ICCCBE 2022 - Volume 1

Advances in Information Technology in Civil and Building Engineering: Proceedings of ICCCBE 2022 - Volume 1 by Sebastian Skatulla, Hans Beushausen
English | PDF (True) | 2023 (2024 Edition) | 699 Pages | ISBN : 3031353986 | 27 MB

This book gathers the latest advances, innovations, and applications in the field of information technology in civil and building engineering, presented at the 19th International Conference on Computing in Civil and Building Engineering (ICCCBE), held in Cape Town, South Africa on October 26-28, 2022. It covers highly diverse topics such as BIM, construction information modeling, knowledge management, GIS, GPS, laser scanning, sensors, monitoring, VR/AR, computer-aided construction, product and process modeling, big data and IoT, cooperative design, mobile computing, simulation, structural health monitoring, computer-aided structural control and analysis, ICT in geotechnical engineering, computational mechanics, asset management, maintenance, urban planning, facility management, and smart cities. Written by leading researchers and engineers, and selected by means of a rigorous international peer-review process, the contributions highlight numerous exciting ideas that will spur novel research directions and foster multidisciplinary collaborations.

Frequent Pattern Mining (Repost)

Posted By: AvaxGenius
Frequent Pattern Mining (Repost)

Frequent Pattern Mining by Charu C. Aggarwal, Jiawei Han
English | PDF (True) | 2014 | 480 Pages | ISBN : 3319078208 | 11.1 MB

This comprehensive reference consists of 18 chapters from prominent researchers in the field. Each chapter is self-contained, and synthesizes one aspect of frequent pattern mining. An emphasis is placed on simplifying the content, so that students and practitioners can benefit from the book. Each chapter contains a survey describing key research on the topic, a case study and future directions. Key topics include: Pattern Growth Methods, Frequent Pattern Mining in Data Streams, Mining Graph Patterns, Big Data Frequent Pattern Mining, Algorithms for Data Clustering and more. Advanced-level students in computer science, researchers and practitioners from industry will find this book an invaluable reference.

Beginning SQL Queries: From Novice to Professional (Repost)

Posted By: AvaxGenius
Beginning SQL Queries: From Novice to Professional (Repost)

Beginning SQL Queries: From Novice to Professional by Clare Churcher
English | PDF (True) | 2016 | 250 Pages | ISBN : 1484219546 | 20.4 MB

Get started on mastering the one language binding the entire database industry. That language is SQL, and how it works is must-have knowledge for anyone involved with relational databases, and surprisingly also for anyone involved with NoSQL databases. SQL is universally used in querying and reporting on large data sets in order to generate knowledge to drive business decisions.

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

Posted By: AvaxGenius
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.
The 210 full papers presented in these proceedings were carefully reviewed and selected from a total of 869 submissions.

The volumes are organized in topical sections as follows:

Research Track:

Part I: Online learning; reinforcement learning; time series, streams, and sequence models; transfer and multi-task learning; semi-supervised and few-shot learning; learning algorithms and applications.

Part II: Generative models; algorithms and learning theory; graphs and networks; interpretation, explainability, transparency, safety.

Part III: Generative models; search and optimization; supervised learning; text mining and natural language processing; image processing, computer vision and visual analytics.

Applied Data Science Track:

Part IV: Anomaly detection and malware; spatio-temporal data; e-commerce and finance; healthcare and medical applications (including Covid); mobility and transportation.

Part V: Automating machine learning, optimization, and feature engineering; machine learning based simulations and knowledge discovery; recommender systems and behavior modeling; natural language processing; remote sensing, image and video processing; social media.

Machine Learning and Knowledge Discovery in Databases

Posted By: AvaxGenius
Machine Learning and Knowledge Discovery in Databases

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.

Process Mining Workshops

Posted By: AvaxGenius
Process Mining Workshops

Process Mining Workshops: ICPM 2022 International Workshops, Bozen-Bolzano, Italy, October 23–28, 2022, Revised Selected Papers by Marco Montali, Arik Senderovich, Matthias Weidlich
English | PDF EPUB | 2023 | 593 Pages | ISBN : 3031278143 | 99.8 MB

This book constitutes revised selected papers from the International Workshops held at the 4th International Conference on Process Mining, ICPM 2022, which took place in Bozen-Bolzano, Italy, during October 23–28, 2022.

Intelligent Data Engineering and Analytics

Posted By: AvaxGenius
Intelligent Data Engineering and Analytics

Intelligent Data Engineering and Analytics: Proceedings of the 10th International Conference on Frontiers in Intelligent Computing: Theory and Applications (FICTA 2022) by Vikrant Bhateja, Xin-She Yang, Jerry Chun-Wei Lin, Ranjita Das
English | EPUB (True) | 2023 | 627 Pages | ISBN : 981197523X | 84.5 MB

The book presents the proceedings of the 10th International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA 2022), held at NIT Mizoram, Aizawl, Mizoram, India during 18 – 19 June 2022. Researchers, scientists, engineers, and practitioners exchange new ideas and experiences in the domain of intelligent computing theories with prospective applications in various engineering disciplines in the book. These proceedings are divided into two volumes. It covers broad areas of information and decision sciences, with papers exploring both the theoretical and practical aspects of data-intensive computing, data mining, evolutionary computation, knowledge management and networks, sensor networks, signal processing, wireless networks, protocols and architectures. This volume is a valuable resource for postgraduate students in various engineering disciplines.

Intelligent Data Engineering and Analytics

Posted By: AvaxGenius
Intelligent Data Engineering and Analytics

Intelligent Data Engineering and Analytics: Proceedings of the 10th International Conference on Frontiers in Intelligent Computing: Theory and Applications (FICTA 2022) by Vikrant Bhateja, Xin-She Yang, Jerry Chun-Wei Lin, Ranjita Das
English | PDF | 2023 | 627 Pages | ISBN : 981197523X | 16.46 MB

The book presents the proceedings of the 10th International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA 2022), held at NIT Mizoram, Aizawl, Mizoram, India during 18 – 19 June 2022. Researchers, scientists, engineers, and practitioners exchange new ideas and experiences in the domain of intelligent computing theories with prospective applications in various engineering disciplines in the book. These proceedings are divided into two volumes. It covers broad areas of information and decision sciences, with papers exploring both the theoretical and practical aspects of data-intensive computing, data mining, evolutionary computation, knowledge management and networks, sensor networks, signal processing, wireless networks, protocols and architectures. This volume is a valuable resource for postgraduate students in various engineering disciplines.