لیست کتاب های کلمه کلیدی: #Machine Learning

Deep Learning. Practical Neural Networks with Java
Published on: 2017
Beginner Unordered English

About This Book Develop a sound strategy to solve predictive modelling problems using the most popular machine learning Java libraries. …

Deep Learning Neural Networks Java Machine Learning AI
Machine Learning: Modeling Data Locally and Globally (Advanced Topics in Science and Technology in China)
Published on: 2008
Beginner Unordered English

Machine Learning - Modeling Data Locally and Globally presents a novel and unified theory that tries to seamlessly integrate different …

Machine Learning Data Modeling Local Methods Global Methods Advanced Topics
Statistical learning and data science
Published on: 2011
Beginner Unordered English

Data analysis is changing fast. Driven by a vast range of application domains and affordable tools, machine learning has become …

Statistics Machine Learning Data Analysis Algorithms Prediction
Data Science, Learning by Latent Structures, and Knowledge Discovery
Published on: 2015
Beginner Unordered English

This volume comprises papers dedicated to data science and the extraction of knowledge from many types of data: structural, quantitative, …

Data Science Latent Structures Knowledge Discovery Machine Learning Data Analysis
Machine Learning and Data Mining Approaches to Climate Science: Proceedings of the 4th International Workshop on Climate Informatics
Published on: 2015
Beginner Unordered English

This book presents innovative work in Climate Informatics, a new field that reflects the application of data mining methods to …

Machine Learning Data Mining Climate Science Informatics Workshop
Learning to Love Data Science: Explorations of Emerging Technologies and Platforms for Predictive Analytics, Machine Learning, Digital Manufacturing and Supply Chain Optimization
Published on: 2015
Beginner Unordered English

Until recently, many people thought big data was a passing fad. "Data science" was an enigmatic term. Today, big data …

Data Science Predictive Analytics Machine Learning Digital Manufacturing Supply Chain
Advances in Applied Artificial Intelligence
Published on: 2006
Beginner Unordered English

Whether any one technology will prove to be the central one in creating artificial intelligence, or whether a combination of …

AI Machine Learning Applications Technology Innovations
Linear Algebra and Optimization for Machine Learning: A Textbook
Published on: 2020
Beginner Unordered English

This textbook introduces linear algebra and optimization in the context of machine learning. Examples and exercises are provided throughout this …

Linear Algebra Optimization Machine Learning Mathematics Algorithms
Accelerated Optimization for Machine Learning: First-Order Algorithms
Published on: 2020
Beginner Unordered English

This book on optimization includes forewords by Michael I. Jordan, Zongben Xu and Zhi-Quan Luo. Machine learning relies heavily on …

Optimization Machine Learning Algorithms First-Order Acceleration
Artificial Intelligence, Machine Learning, and Optimization Tools for Smart Cities: Designing for Sustainability (Springer Optimization and Its Applications, 186)
Published on: 2022
Beginner Unordered English

This volume offers a wealth of interdisciplinary approaches to artificial intelligence, machine learning and optimization tools, which contribute to the …

Artificial Intelligence Machine Learning Optimization Smart Cities Sustainability
Machine Learning and Optimization Models for Optimization in Cloud
Published on: 2022
Beginner Unordered English

Machine Learning and Models for Optimization in Cloud’s main aim is to meet the user requirement with high quality of …

Machine Learning Optimization Cloud Computing Algorithms Data Analysis
Optimization and Machine Learning: Optimization for Machine Learning and Machine Learning for Optimization
Published on: 2022
Beginner Unordered English

Machine learning and optimization techniques are revolutionizing our world. Other types of information technology have not progressed as rapidly in …

Optimization Machine Learning Algorithms Models Applications
Semi-Supervised and Unsupervised Machine Learning: Novel Strategies
Published on: 2010
Beginner Natural Language Processing English

This book provides a detailed and up-to-date overview on classification and data mining methods. The first part is focused on …

Machine Learning Semi-Supervised Unsupervised Strategies Algorithms
Introduction to semi-supervised learning
Published on: 2009
Beginner Unordered English

Semi-supervised Machine Learning Algorithms Classification Clustering
Semi-Supervised Learning and Domain Adaptation in Natural Language Processing
Published on: 2013
Beginner Natural Language Processing English

This book introduces basic supervised learning algorithms applicable to natural language processing (NLP) and shows how the performance of these …

Semi-Supervised Domain Adaptation NLP Machine Learning Algorithms
Continual Semi-Supervised Learning: First International Workshop, CSSL 2021, Virtual Event, August 19–20, 2021, Revised Selected Papers (Lecture Notes in Artificial Intelligence)
Published on: 2022
Beginner Natural Language Processing English

This book constitutes the proceedings of the First International Workshop on Continual Semi-Supervised Learning, CSSL 2021, which took place as …

Continual Learning Semi-Supervised Artificial Intelligence Machine Learning CSSL 2021
Practical Bioinformatics for Beginners: From Raw Sequence Analysis to Machine Learning Applications
Published on: 2023
Beginner Unordered English

Next-Generation Sequencing (NGS) is increasingly common and has applications in various fields such as clinical diagnosis, animal and plant breeding, …

Bioinformatics Beginners Sequence Machine Learning Analysis
Sentiment Analysis in Social Networks
Published on: 2017
Beginner Natural Language Processing English

The aim of Sentiment Analysis is to define automatic tools able to extract subjective information from texts in natural language, …

Sentiment Analysis Social Networks Machine Learning Opinion Mining Data Analysis
Text Mining with Machine Learning: Principles and Techniques
Published on: 2020
Beginner Unordered English

This book provides a perspective on the application of machine learning-based methods in knowledge discovery from natural languages texts. By …

Text Mining Machine Learning Principles Techniques Data Analysis
Practical Guide to Machine Learning, NLP, and Generative AI: Libraries, Algorithms, and Applications First Edition
Published on: 2024
Beginner Unordered English

This is an essential resource for beginners and experienced practitioners in machine learning. This comprehensive guide covers a broad spectrum …

Machine Learning NLP Generative AI Algorithms Applications
Programming Machine Learning: From Coding to Deep Learning
Published on: 2020
Advanced Artificial Intelligence (AI) English

You've decided to tackle machine learning - because you're job hunting, embarking on a new project, or just think self-driving …

Programming Machine Learning Coding Deep Learning Algorithms
Pattern Recognition and Computer Vision: 6th Chinese Conference, PRCV 2023, Xiamen, China, October 13–15, 2023, Proceedings, Part XI (Lecture Notes in Computer Science)
Published on: 2024
Beginner Artificial Intelligence (AI) English

The 13-volume set LNCS 14425-14437 constitutes the refereed proceedings of the 6th Chinese Conference on Pattern Recognition and Computer Vision, …

Pattern Recognition Computer Vision Machine Learning Image Processing Artificial Intelligence
Advances in Intelligent Data Analysis XIX: 19th International Symposium on Intelligent Data Analysis, IDA 2021, Porto, Portugal, April 26–28, 2021, ... (Lecture Notes in Computer Science, 12695)
Published on: 2021
Beginner Artificial Intelligence (AI) English

This book constitutes the proceedings of the 19th International Symposium on Intelligent Data Analysis, IDA 2021, which was planned to …

Intelligent Data Analysis Machine Learning Data Science Conference Proceedings Computational Methods
Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2012, Bristol, UK, September 24-28, 2012. Proceedings, Part I
Published on: 2012
Beginner Artificial Intelligence (AI) English

This two-volume set LNAI 7523 and LNAI 7524 constitutes the refereed proceedings of the European Conference on Machine Learning and …

Machine Learning Knowledge Discovery Databases ECML PKDD Proceedings
Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2013, Prague, Czech Republic, September 23-27, 2013, Proceedings, Part I
Published on: 2013
Beginner Artificial Intelligence (AI) English

This three-volume set LNAI 8188, 8189 and 8190 constitutes the refereed proceedings of the European Conference on Machine Learning and …

Machine Learning Knowledge Discovery Databases ECML PKDD Proceedings
Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2013, Prague, Czech Republic, September 23-27, 2013, Proceedings, Part II
Published on: 2013
Beginner Artificial Intelligence (AI) English

This three-volume set LNAI 8188, 8189 and 8190 constitutes the refereed proceedings of the European Conference on Machine Learning and …

Machine Learning Knowledge Discovery Databases ECML PKDD Proceedings
Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2013, Prague, Czech Republic, September 23-27, 2013, Proceedings, Part III
Published on: 2013
Beginner Artificial Intelligence (AI) English

This three-volume set LNAI 8188, 8189 and 8190 constitutes the refereed proceedings of the European Conference on Machine Learning and …

Machine Learning Knowledge Discovery Databases ECML PKDD Proceedings
Machine Learning and Data Mining for Computer Security: Methods and Applications
Published on: 2005
Beginner Artificial Intelligence (AI) English

"Machine Learning and Data Mining for Computer Security" provides an overview of the current state of research in machine learning …

Machine Learning Data Mining Computer Security Methods Applications
Machine Learning and Data Mining for Computer Security: Methods and Applications (Advanced Information and Knowledge Processing)
Published on: 2005
Beginner Artificial Intelligence (AI) English

"Machine Learning and Data Mining for Computer Security" provides an overview of the current state of research in machine learning …

Machine Learning Data Mining Computer Security Methods Applications
Machine Learning and Data Mining for Emerging Trend in Cyber Dynamics - Theories and Applications
Published on:
Beginner Artificial Intelligence (AI) English

Machine Learning Data Mining Cyber Dynamics Theories Applications
Data Mining and Machine Learning Applications
Published on: 2022
Beginner Artificial Intelligence (AI) English

DATA MINING AND MACHINE LEARNING APPLICATIONSThe book elaborates in detail on the current needs of data mining and machine learning …

Data Mining Machine Learning Applications Algorithms Analytics
Computational Intelligence Applications in Business Intelligence and Big Data Analytics
Published on: 2017
Beginner Machine Learning English

There are a number of books on computational intelligence (CI), but they tend to cover a broad range of CI …

Computational Intelligence Business Intelligence Big Data Data Analytics Machine Learning
Advanced Data Mining Techniques
Published on: 2008
Unordered Machine Learning English

Data Mining Machine Learning Algorithms Predictive Models Knowledge Discovery
Advanced Techniques in Knowledge Discovery and Data Mining
Published on: 2004
Unordered Machine Learning English

Information and knowledge in databases is usually hidden & our ability to extract it is limited. The development of techniques …

Data Mining Knowledge Discovery Machine Learning Pattern Recognition Algorithms
Applied Machine Learning and AI for Engineers: Solve Business Problems That Can't Be Solved Algorithmically
Published on: 2022
Beginner Unordered English

While many introductory guides to AI are calculus books in disguise, this one mostly eschews the math. Instead, author Jeff …

Machine Learning AI Engineers Business Problem-Solving
Explainable Artificial Intelligence: An Introduction to Interpretable Machine Learning
Published on:
Beginner Machine Learning English

Explainability Interpretability Machine Learning AI Transparency
Adversarial Machine Learning: Attack Surfaces, Defence Mechanisms, Learning Theories in Artificial Intelligence
Published on: 2023
Beginner Machine Learning English

A critical challenge in deep learning is the vulnerability of deep learning networks to security attacks from intelligent cyber adversaries. …

Adversarial Machine Learning Attacks Defenses Theories
Multivariate Statistical Machine Learning Methods for Genomic Prediction
Published on: 2022
Beginner Machine Learning English

This book is open access under a CC BY 4.0 licenseThis open access book brings together the latest genome base …

Genomics Machine Learning Prediction Statistics Multivariate
Machine Learning and Data Mining for Sports Analytics: 5th International Workshop, MLSA 2018, Co-located with ECML/PKDD 2018, Dublin, Ireland, September 10, 2018, Proceedings
Published on: 2019
Beginner Unordered English

This book constitutes the refereed post-conference proceedings of the 5th International Workshop on Machine Learning and Data Mining for Sports …

Machine Learning Data Mining Sports Analytics MLSA 2018 ECMLPKDD
Machine Learning and Data Mining for Sports Analytics: 7th International Workshop, MLSA 2020, Co-located with ECML/PKDD 2020, Ghent, Belgium, September 14–18, 2020, Proceedings
Published on: 2020
Beginner Unordered English

This book constitutes the refereed post-conference proceedings of the 7th International Workshop on Machine Learning and Data Mining for Sports …

Machine Learning Data Mining Sports Analytics Workshop Proceedings

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