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This book constitutes the refereed proceedings of the International Conference of Young Computer Scientists, Engineers and Educators, ICYCSEE 2015, held in Harbin, China, in January 2015. The 61 revised full papers presented were carefully reviewed and selected from 200 submissions. The papers cover a wide range of topics related to intelligent computation in Big Data era, such as artificial intelligence, machine learning, algorithms, natural language processing, image processing, MapReduce, social network.
The International Conference of Young Computer Scientists, Engineers and Educators (ICYCSEE) 2015 convened to address the challenges and opportunities presented by the Big Data era. The 61 carefully selected papers presented at this conference, held in Harbin, China, cover a broad spectrum of intelligent computation techniques. These include advancements in artificial intelligence, machine learning, and algorithm development, alongside applications in natural language processing, image processing, and social network analysis. The proceedings also explore the practical implementation of Big Data technologies like MapReduce.
This volume represents a snapshot of current research presented by emerging scholars in the field of intelligent computation within the context of Big Data. The collection highlights the breadth of topics being explored by young researchers, from foundational AI and machine learning to specific applications in areas like natural language processing and image analysis. The inclusion of Big Data technologies like MapReduce and social network analysis indicates a focus on contemporary computational challenges. The proceedings offer a valuable overview of the research landscape as presented at the 2015 ICYCSEE conference.
Page Count:
520
Publication Date:
2015-02-18
Publisher:
Springer
ISBN-10:
3662462494
ISBN-13:
9783662462492
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