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搜尋結果共 47 筆, 頁數 1 / 1
呈現:
Probability and Statistics for Machine Learning: A Textbook
This book covers probability and statistics from the machine learning perspective. The chapters of t... more |
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Neural Networks and Deep Learning: A Textbook
This book covers both classical and modern models in deep learning. The primary focus is on the theo... more |
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Machine Learning for Text
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Artificial Intelligence: A Textbook
This textbook covers the broader field of artificial intelligence. The chapters for this textbook sp... more |
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Machine Learning for Text
1 An Introduction to Text Analytics.- 2 Text Preparation and Similarity Computation.- 3 Matrix Facto... more |
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Artificial Intelligence: A Textbook
This textbook covers the broader field of artificial intelligence. The chapters for this textbook sp... more |
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Linear Algebra and Optimization for Machine Learning: A Textbook
This textbook introduces linear algebra and optimization in the context of machine learning. Example... more |
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Linear Algebra and Optimization for Machine Learning: A Textbook
This textbook introduces linear algebra and optimization in the context of machine learning. Example... more |
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Machine Learning for Text
Text analytics is a field that lies on the interface of information retrieval, machine learning, and... more |
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Outlier Ensembles: An Introduction
This book discusses a variety of methods for outlier ensembles and organizes them by the specific pr... more |
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Outlier Analysis
Provides all the fundamental algorithms for outlier analysis in great detail including those for adv... more |
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Recommender Systems: The Textbook
This book comprehensively covers the topic of recommender systems, which provide personalized recomm... more |
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Machine Learning for Text
Text analytics is a field that lies on the interface of information retrieval, machine learning, and... more |
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Outlier Ensembles: An Introduction
This book discusses a variety of methods for outlier ensembles and organizes them by the specific pr... more |
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Outlier Analysis
Provides all the fundamental algorithms for outlier analysis in great detail including those for adv... more |
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Data Mining: The Textbook
This textbook explores the different aspects of data mining from the fundamentals to the complex dat... more |
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Recommender Systems: The Textbook
This book comprehensively covers the topic of recommender systems, which provide personalized recomm... more |
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Healthcare Data Analytics
At the intersection of computer science and healthcare, data analytics has emerged as a promising to... more |
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Social Network Data Analytics
Social network analysis applications have experienced tremendous advances within the last few years ... more |
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Data Classification: Algorithms and Applications
Comprehensive Coverage of the Entire Area of Classification Research on the problem of classificatio... more |
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Mining Text Data
Text mining applications have experienced tremendous advances because of web 2.0 and social networki... more |
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Data Clustering: Algorithms and Applications
Research on the problem of clustering tends to be fragmented across the pattern recognition, databas... more |
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Managing and Mining Sensor Data
Advances in hardware technology have lead to an ability to collect data with the use of a variety of... more |
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Outlier Analysis
With the increasing advances in hardware technology for data collection, and advances in software te... more |
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Managing and Mining Graph Data
Managing and Mining Graph Data is a comprehensive survey book in graph management and mining. It con... more |
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Mining Text Data
Text mining applications have experienced tremendous advances because of web 2.0 and social networki... more |
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Social Network Data Analytics
Social network analysis applications have experienced tremendous advances within the last few years ... more |
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Managing and Mining Graph Data
Managing and Mining Graph Data is a comprehensive survey book in graph management and mining. It con... more |
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Managing and Mining Uncertain Data
Managing and Mining Uncertain Data, a survey with chapters by a variety of well known researchers in... more |
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Privacy-Preserving Data Mining: Models and Algorithms
Advances in hardware technology have increased the capability to store and record personal data abou... more |
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Data Streams: Models And Algorithms
This book discusses issues related to the mining aspects of data streams and it is unique in its pri... more |
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Data Classification: Algorithms and Applications
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Healthcare Data Analytics
At the intersection of computer science and healthcare, data analytics has emerged as a promising to... more |
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Managing and Mining Sensor Data
Advances in hardware technology have lead to an ability to collect data with the use of a variety of... more |
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Data Streams: Models and Algorithms
This book discusses issues related to the mining aspects of data streams and it is unique in its pri... more |
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Managing and Mining Uncertain Data
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Privacy-Preserving Data Mining: Models and Algorithms
Advances in hardware technology have increased the capability to store and record personal data abou... more |
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Probability and Statistics for Machine Learning: A Textbook
This book covers probability and statistics from the machine learning perspective. The chapters of t... more |
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Neural Networks and Deep Learning: A Textbook
This book covers both classical and modern models in deep learning. The primary focus is on the theo... more |
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Neural Networks and Deep Learning: A Textbook
This book covers both classical and modern models in deep learning. The primary focus is on the theo... more |
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Neural Networks and Deep Learning: A Textbook
This book covers both classical and modern models in deep learning. The primary focus is on the theo... more |
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社會網絡數據分析
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Data Mining: The Textbook
This textbook explores the different aspects of data mining from the fundamentals to the complex dat... more |
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Frequent Pattern Mining
This comprehensive reference consists of 18 chapters from prominent researchers in the field. Each c... more |
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Purabi: The East in Its Feminine Gender
Purabi brings together 52 of Tagore s poems and songs. The collection reveals a very different Tagor... more |
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推薦系統:原理與實踐
本書由五部分組成:推薦系統的技術、評估、應用、人機交互及高級話題。 第一部分展示了如今構建推薦系統的流行和基礎的技術,如協同過濾、基於語義的方法、資料採擷方法和基於情境感知的方法。 第二部分主要關注離... more |
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Frequent Pattern Mining
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