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8 produkter
8 produkter
Häftad, Engelska, 2019
914 kr
Skickas inom 10-15 vardagar
Pattern Recognition Algorithms for Data Mining addresses different pattern recognition (PR) tasks in a unified framework with both theoretical and experimental results. Tasks covered include data condensation, feature selection, case generation, clustering/classification, and rule generation and evaluation. This volume presents various theories, methodologies, and algorithms, using both classical approaches and hybrid paradigms. The authors emphasize large datasets with overlapping, intractable, or nonlinear boundary classes, and datasets that demonstrate granular computing in soft frameworks.Organized into eight chapters, the book begins with an introduction to PR, data mining, and knowledge discovery concepts. The authors analyze the tasks of multi-scale data condensation and dimensionality reduction, then explore the problem of learning with support vector machine (SVM). They conclude by highlighting the significance of granular computing for different mining tasks in a soft paradigm.
Inbunden, Engelska, 2004
2 059 kr
Skickas inom 10-15 vardagar
Pattern Recognition Algorithms for Data Mining addresses different pattern recognition (PR) tasks in a unified framework with both theoretical and experimental results. Tasks covered include data condensation, feature selection, case generation, clustering/classification, and rule generation and evaluation. This volume presents various theories, methodologies, and algorithms, using both classical approaches and hybrid paradigms. The authors emphasize large datasets with overlapping, intractable, or nonlinear boundary classes, and datasets that demonstrate granular computing in soft frameworks.Organized into eight chapters, the book begins with an introduction to PR, data mining, and knowledge discovery concepts. The authors analyze the tasks of multi-scale data condensation and dimensionality reduction, then explore the problem of learning with support vector machine (SVM). They conclude by highlighting the significance of granular computing for different mining tasks in a soft paradigm.
Häftad, Engelska, 2016
556 kr
Skickas inom 10-15 vardagar
Thiswork presents link prediction similarity measures for social networks that exploitthe degree distribution of the networks. In the context of link prediction indense networks, the text proposes similarity measures based on Markov inequalitydegree thresholding (MIDTs), which only consider nodes whose degree is above a thresholdfor a possible link. Also presented are similarity measures based on cliques(CNC, AAC, RAC), which assign extra weight between nodes sharing a greater numberof cliques. Additionally, a locally adaptive (LA) similarity measure isproposed that assigns different weights to common nodes based on the degreedistribution of the local neighborhood and the degree distribution of thenetwork. In the context of link prediction in dense networks, the textintroduces a novel two-phase framework that adds edges to the sparse graph toforma boost graph.
Inbunden, Engelska, 2022
2 422 kr
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The book is a collection of research papers presented at the First International Conference on International Conference on Ambient Intelligence in Health Care (ICAIHC 2021) organized by Institute of Technical Education and Research, Siksha ‘O’ Anusandhan (Deemed to be University) University, Bhubaneswar, India, during April 15–16, 2022.
Häftad, Engelska, 2023
2 422 kr
Skickas inom 10-15 vardagar
The book is a collection of research papers presented at the First International Conference on International Conference on Ambient Intelligence in Health Care (ICAIHC 2021) organized by Institute of Technical Education and Research, Siksha ‘O’ Anusandhan (Deemed to be University) University, Bhubaneswar, India, during April 15–16, 2022.
Del 982 - Lecture Notes in Electrical Engineering
International Conference on IoT, Intelligent Computing and Security
Select Proceedings of IICS 2021
Inbunden, Engelska, 2023
2 351 kr
Skickas inom 10-15 vardagar
This book comprises select peer-reviewed papers from the International Conference on IoT, Intelligent Computing and Security, IICS 2021.
Engelska, 2023
625 kr
Skickas inom 5-8 vardagar
Del 982 - Lecture Notes in Electrical Engineering
International Conference on IoT, Intelligent Computing and Security
Select Proceedings of IICS 2021
Häftad, Engelska, 2024
2 351 kr
Skickas inom 10-15 vardagar
This book comprises select peer-reviewed papers from the International Conference on IoT, Intelligent Computing and Security, IICS 2021.