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Deep Learning for Computer Vision: Expert techniques to train advanced neural networks using TensorFlow and Keras
Deep Learning for Computer Vision: Expert techniques to train advanced neural networks using TensorFlow and Keras

Learn how to model and train advanced neural networks to implement a variety of Computer Vision tasks

Key Features

  • Train different kinds of deep learning model from scratch to solve specific problems in Computer Vision
  • Combine the power of Python, Keras, and TensorFlow to...
Recent Advances in Communication Infrastructure: Proceedings of ICPCCI 2019 (Lecture Notes in Electrical Engineering)
Recent Advances in Communication Infrastructure: Proceedings of ICPCCI 2019 (Lecture Notes in Electrical Engineering)

This book gathers selected research papers presented at the International Conference on Power, Control and Communication Infrastructure 2019 (ICPCCI 2019), organized by the Institute of Infrastructure, Technology, Research and Management (IITRAM), Ahmedabad, Gujarat, India, on July 4–5, 2019. It presents technological...

Canadian Semantic Web: Technologies and Applications
Canadian Semantic Web: Technologies and Applications

The emergence of Web technologies for the distribution of an immense amount of data and knowledge has given rise to the need for supportive frameworks for knowledge management. Semantic Web technologies aim at providing shared semantic spaces for Web contents, such that people, applications and communities can use a common platform to share...

Natural Language Processing and Computational Linguistics: A practical guide to text analysis with Python, Gensim, spaCy, and Keras
Natural Language Processing and Computational Linguistics: A practical guide to text analysis with Python, Gensim, spaCy, and Keras

Work with Python and powerful open source tools such as Gensim and spaCy to perform modern text analysis, natural language processing, and computational linguistics algorithms.

Key Features

  • Discover the open source Python text analysis ecosystem, using spaCy, Gensim, scikit-learn, and...
Applications of Data Mining in E-Business and Finance (Frontiers in Artificial Intelligence and Applications)
Applications of Data Mining in E-Business and Finance (Frontiers in Artificial Intelligence and Applications)
The application of Data Mining (DM) technologies has shown an explosive growth in an increasing number of different areas of business, government and science. Two of the most important business areas are finance, in particular in banks and insurance companies, and e-business, such as web portals, e-commerce and ad management services.In...
Theoretical Thermotics: Transformation Thermotics and Extended Theories for Thermal Metamaterials
Theoretical Thermotics: Transformation Thermotics and Extended Theories for Thermal Metamaterials
This book focuses on theoretical thermotics, the theory of transformation thermotics and its extended theories for the active control of macroscopic thermal phenomena of artificial systems, which is in sharp contrast to classical thermodynamics comprising the four thermodynamic laws for the passive description of macroscopic thermal phenomena of...
Artificial Mind System: Kernel Memory Approach (Studies in Computational Intelligence)
Artificial Mind System: Kernel Memory Approach (Studies in Computational Intelligence)

This book is written from an engineer's perspective of the mind. "Artificial Mind System" exposes the reader to a broad spectrum of interesting areas in general brain science and mind-oriented studies. In this research monograph a picture of the holistic model of an artificial mind system and its behaviour is drawn, as concretely as...

Multiagent System Technologies: Second German Conference, MATES 2004, Erfurt, Germany, September 29-30, 2004, Proceedings
Multiagent System Technologies: Second German Conference, MATES 2004, Erfurt, Germany, September 29-30, 2004, Proceedings
This book constitutes the refereed proceedings of the Second German Conference on Multiagent Systems Technologies, MATES 2004, held in Erfurt, Germany, in September 2004.

The 22 revised full papers presented together with 2 invited papers were carefully reviewed and selected from 60 submissions. The papers are organized in topical sections on...

Personal Web Usage in the Workplace: A Guide to Effective Human Resources Management
Personal Web Usage in the Workplace: A Guide to Effective Human Resources Management

An important aspect of managing human capital in the 21st century workplace is managing the interface between humans and information technology, particularly the World Wide Web. The Web has changed not only how and where business is conducted, but also how and where work is done. Personal web usage has created many desirable organizational...

The Top Ten Algorithms in Data Mining
The Top Ten Algorithms in Data Mining

Identifying some of the most influential algorithms that are widely used in the data mining community, The Top Ten Algorithms in Data Mining provides a description of each algorithm, discusses its impact, and reviews current and future research. Thoroughly evaluated by independent reviewers, each chapter focuses on a...

Intelligent Complex Adaptive Systems
Intelligent Complex Adaptive Systems
I don’t believe in the existence of a complex systems theory as such and, so far, I’m still referring to complex systems science (CSS) in order to describe my research endeavours. In my view, the latter is constituted, up until now, by a bundle of loosely connected methods and theories aiming to observe— from...
Syntactic Pattern Recognition: An Introduction (Applied Mathematics and Computation; No. 14)
Syntactic Pattern Recognition: An Introduction (Applied Mathematics and Computation; No. 14)
This book was written to provide students, engineers, and scientists involved in pattern recognition, digital image processing, and artificial intelligence with a comprehensive introduction to the concepts and tech- niques of syntactic pattern recognition.

Syntactic pattern recognition is concerned with the
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unlimited object storage image
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