Category: Books- Big Data, Data Analytics, Data Mining, Data Management, Artificial Intelligence, Machine Learning, Deep Learning

Morgan & Claypool series of books on autonomous vehicles.

Morgan & Claypool has published multiple books on autonomous vehicles from leading researchers around the world. They provide both theoretical background and science which is directly applicable to anyone working in autonomous vehicle engineering including...

Fault-Tolerant Distributed Transactions on Blockchain

Suyash Gupta, University of California, Davis,Jelle Hellings, University of California, Davis,Mohammad Sadoghi, University of California, Davis Morgan & Claypool Publishers Blockchains provide data transparency. Blockchains ensure data integrity by using strong cryptographic primitives. Blockchains...

Embeddings in NaturalLanguage ProcessingTheory and Advances in Vector Representations of Meaning

Mohammad Taher Pilehvar, Tehran Inst. of Advanced Studies Jose Camacho-Collados,Cardiff University Embeddings have undoubtedly been one of the most influential research areas in Natural Language Processing (NLP). Encoding information into a low-dimensional vector representation,...

Conversational AI Dialogue Systems, Conversational Agents, and Chatbots

Conversational AI Dialogue Systems, Conversational Agents, and Chatbots Michael McTear, Ulster University Advances in AI, particularly in deep learning, along with the availability of massive computing power and vast amounts of data, have led to...

AI for Computer ArchitecturePrinciples, Practice, and Prospects

AI for Computer Architecture. Principles, Practice, and Prospects Lizhong Chen, Oregon State UniversityDrew Penney, Oregon State UniversityDaniel Jiménez, Texas A&M University Artificial intelligence has already enabled pivotal advances in diverse fields, yet its impact on computer architecture...

Data Orchestration in Deep Learning Accelerators

Morgan & Claypool  BUY THIS BOOK Check if you have access via Synthesis Digital Library Tushar Krishna, Georgia Institute of TechnologyHyoukjun Kwon, Georgia Institute of TechnologyAngshuman Parashar, NVIDIAMichael Pellauer, NVIDIAAnanda Samajdar, Georgia Institute of Technology Modern DNNs have...