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Outlier Analysis by Charu C. Aggarwal 9781461463955
RRP: $154.79Booksplease Price: $145.02With the increasing advances in hardware technology for data collection, and advances in software technology (databases) for data organization, computer scientists have increasingly participated in... -
Outlier Analysis by Charu C. Aggarwal 9783319837727
Booksplease Price: $66.05This book provides comprehensive coverage of the field of outlier analysis from a computer science point of view. It integrates methods from data mining, machine learning, and statistics within the... -
Outlier Analysis by Charu C. Aggarwal 9783319475776
Booksplease Price: $67.08This book provides comprehensive coverage of the field of outlier analysis from a computer science point of view. It integrates methods from data mining, machine learning, and statistics within the... -
Data Mining: The Textbook by Charu C. Aggarwal 9783319381169
RRP: $58.04Booksplease Price: $53.60This textbook explores the different aspects of data mining from the fundamentals to the complex data types and their applications, capturing the wide diversity of problem domains for data mining... -
Machine Learning for Text by Charu C. Aggarwal 9783319735306
RRP: $83.84Booksplease Price: $72.19Text analytics is a field that lies on the interface of information retrieval,machine learning, and natural language processing, and this textbook carefully covers a coherently organized framework... -
Artificial Intelligence: A Textbook by Charu C. Aggarwal 9783030723590
Booksplease Price: $66.05This textbook covers the broader field of artificial intelligence. The chapters for this textbook span within three categories:Deductive reasoning methods: These methods start with pre-defined... -
Artificial Intelligence: A Textbook by Charu C. Aggarwal 9783030723569
Booksplease Price: $67.08This textbook covers the broader field of artificial intelligence. The chapters for this textbook span within three categories:Deductive reasoning methods: These methods start with pre-defined... -
Machine Learning for Text by Charu C. Aggarwal 9783030088071
Booksplease Price: $59.70Text analytics is a field that lies on the interface of information retrieval,machine learning, and natural language processing, and this textbook carefully covers a coherently organized framework... -
Machine Learning for Text by Charu C. Aggarwal 9783030966256
Booksplease Price: $67.08This second edition textbook covers a coherently organized framework for text analytics, which integrates material drawn from the intersecting topics of information retrieval, machine learning, and... -
Recommender Systems: The Textbook by Charu C. Aggarwal 9783319296579
Booksplease Price: $68.11This book comprehensively covers the topic of recommender systems, which provide personalized recommendations of products or services to users based on their previous searches or purchases... -
Recommender Systems: The Textbook by Charu C. Aggarwal 9783319806198
Booksplease Price: $66.05This book comprehensively covers the topic of recommender systems, which provide personalized recommendations of products or services to users based on their previous searches or purchases... -
Data Classification: Algorithms and Applications by Charu C. Aggarwal 9780367659141
RRP: $61.91Booksplease Price: $57.16Comprehensive Coverage of the Entire Area of ClassificationResearch on the problem of classification tends to be fragmented across such areas as pattern recognition, database, data mining, and... -
Data Classification: Algorithms and Applications Charu C. Aggarwal 9781466586741
RRP: $174.15Booksplease Price: $154.50Comprehensive Coverage of the Entire Area of ClassificationResearch on the problem of classification tends to be fragmented across such areas as pattern recognition, database, data mining, and... -
Managing and Mining Sensor Data by Charu C. Aggarwal 9781489992383
Booksplease Price: $117.85Advances in hardware technology have lead to an ability to collect data with the use of a variety of sensor technologies. In particular sensor notes have become cheaper and more efficient, and have... -
Managing and Mining Uncertain Data by Charu C. Aggarwal 9781441935175
RRP: $147.06Booksplease Price: $137.36Managing and Mining Uncertain Data, a survey with chapters by a variety of well known researchers in the data mining field, presents the most recent models, algorithms, and applications in the... -
Managing and Mining Uncertain Data by Charu C. Aggarwal 9780387096896
Booksplease Price: $121.94Managing and Mining Uncertain Data, a survey with chapters by a variety of well known researchers in the data mining field, presents the most recent models, algorithms, and applications in the... -
Managing and Mining Sensor Data by Charu C. Aggarwal 9781461463085
Booksplease Price: $117.21Advances in hardware technology have lead to an ability to collect data with the use of a variety of sensor technologies. In particular sensor notes have become cheaper and more efficient, and have... -
Data Streams: Models and Algorithms by Charu C. Aggarwal 9781461497684
Booksplease Price: $131.84Data Streams: Models and Algorithms primarily discusses issues related to the mining aspects of data streams. Recent progress in hardware technology makes it possible for organizations to store and... -
Neural Networks and Deep Learning: A Textbook by Charu C. Aggarwal 9783031296413
RRP: $77.39Booksplease Price: $75.81This book covers both classical and modern models in deep learning. The primary focus is on the theory and algorithms of deep learning. The theory and algorithms of neural networks are particularly... -
Linear Algebra and Optimization for Machine Learning: A Textbook by Charu C. Aggarwal
Booksplease Price: $59.70This textbook introduces linear algebra and optimization in the context of machine learning. Examples and exercises are provided throughout the book. A solution manual for the exercises at the end of... -
Probability and Statistics for Machine Learning: A Textbook by Charu C. Aggarwal 9783031532818
Booksplease Price: $104.13This book covers probability and statistics from the machine learning perspective. The chapters of this book belong to three categories: 1. The basics of probability and statistics: These chapters... -
Neural Networks and Deep Learning: A Textbook by Charu C. Aggarwal 9783031296444
Booksplease Price: $58.11This book covers both classical and modern models in deep learning. The primary focus is on the theory and algorithms of deep learning. The theory and algorithms of neural networks are particularly... -
Probability and Statistics for Machine Learning: A Textbook by Charu C. Aggarwal 9783031532849
RRP: $70.94Booksplease Price: $69.22This book covers probability and statistics from the machine learning perspective. The chapters of this book belong to three categories: 1. The basics of probability and statistics: These chapters... -
Linear Algebra and Optimization for Machine Learning: A Textbook Charu C. Aggarwal 9783031986185
RRP: $83.84Booksplease Price: $69.62This textbook is the second edition of the linear algebra and optimization book that was published in 2020. The exposition in this edition is greatly simplified as compared to the first edition. The... -
Data Clustering: Algorithms and Applications Charu C. Aggarwal (IBM Research, Yorktown Heights, New York, USA) 9781466558212
RRP: $174.15Booksplease Price: $154.50Research on the problem of clustering tends to be fragmented across the pattern recognition, database, data mining, and machine learning communities. Addressing this problem in a unified way, Data... -
Machine Learning for Text by Charu Aggarwal
RRP: $83.84Booksplease Price: $66.22This second edition textbook covers a coherently organized framework for text analytics, which integrates material drawn from the intersecting topics of information retrieval, machine learning, and... -
Outlier Detection for Temporal Data by Manish Gupta 9783031007774
RRP: $38.69Booksplease Price: $38.12Outlier (or anomaly) detection is a very broad field which has been studied in the context of a large number of research areas like statistics, data mining, sensor networks, environmental science,... -
Healthcare Data Analytics Chandan K. Reddy 9780367575687
RRP: $64.49Booksplease Price: $58.81At the intersection of computer science and healthcare, data analytics has emerged as a promising tool for solving problems across many healthcare-related disciplines. Supplying a comprehensive...