Knowledge Computing and Its Applications: Knowledge Manipulation and Processing Techniques: Volume 1

✍ Scribed by S. Margret Anouncia,Uffe Kock Wiil (eds.)

• Publisher: Springer Singapore
• Year: 2018
• Tongue: English
• Leaves: 303
• Edition: 1
• Category: Library

✦ Synopsis

This book provides a major forum for the technical advancement of knowledge management and its applications across diversified domains. Pursuing an interdisciplinary approach, it focuses on methods used to identify and acquire valid, potentially useful knowledge sources. Managing the gathered knowledge and applying it to multiple domains including health care, social networks, data mining, recommender systems, image processing, pattern recognition and predictions using machine learning techniques is the major strength of this book.

Effective knowledge management has become a key to the success of business organizations, and can offer a substantial competitive edge.

So as to be accessible to all scholars, this book combines the core ideas of knowledge management and its applications in numerous domains, illustrated in case studies. The techniques and concepts proposed here can be extended in future to accommodate changing business organizations’ needs as well as practitioners’ innovative ideas.

✦ Table of Contents

Front Matter ....Pages i-xxi
Front Matter ....Pages 1-1
Implementation of Connected Dominating Set in Fog Computing Using Knowledge-Upgraded IoT Devices (V. Ceronmani Sharmila, A. George)....Pages 3-24
Developing Security Intelligence in Big Data (Hardik A. Gohel, Himanshu Upadhyay)....Pages 25-50
Methods to Investigate Concept Drift in Big Data Streams ( Nidhi, Veenu Mangat, Vishal Gupta, Renu Vig)....Pages 51-74
Semantic Interpretation of Tweets: A Contextual Knowledge-Based Approach for Tweet Analysis (Nazura Javed, Muralidhara B. L.)....Pages 75-98
Workload Assessment for a Sustainable Manufacturing Paradigm Using Social Network Analysis Method (V. K. Manupati, M. Anthony Xavior, Akshay Chandra, Muneeb Ahsan)....Pages 99-108
Front Matter ....Pages 109-109
Virtual Data Warehouse Model Employing Crypto–Math Modus Operandi and Intelligent Sensor Algorithm for Cosseted Transference and Output Augmentation (Rajdeep Chowdhury, Olive Roy, Soupayan Datta, Saswata Dasgupta)....Pages 111-129
Framework for Geospatial Query Processing by Integrating Cassandra with Hadoop (S. Vasavi, M. Padma Priya, Anu A. Gokhale)....Pages 131-160
Knowledge Computational Intelligence in Network Intrusion Detection Systems (Neeraj Kumar, Upendra Kumar)....Pages 161-176
Efficacy of Knowledge Mining and Machine Learning Techniques in Healthcare Industry (H. Shaila Koppad, S. Anupama Kumar)....Pages 177-190
Cryptanalysis of Protocol for Enhanced Threshold Proxy Signature Scheme Based on Elliptic Curve Cryptography for Known Signers (Raman Kumar)....Pages 191-211
Partial Fractional Derivative (PFD) based Texture Analysis Model for Medical Image Segmentation (S. Hemalatha, S. Margret Anouncia)....Pages 213-225
Breast Cancer Classification Using Deep Neural Networks (S. Karthik, R. Srinivasa Perumal, P. V. S. S. R. Chandra Mouli)....Pages 227-241
Front Matter ....Pages 243-243
Sense Disambiguation of English Simple Prepositions in the Context of English–Hindi Machine Translation System (D. Jyothi Ratnam, M. Anand Kumar, B. Premjith, K. P. Soman, S. Rajendran)....Pages 245-268
User Interface Design Recommendations Through Multi-Criteria Decision Analysis (Subbiah Vairamuthu, Amalanathan Anthoniraj, S. Margret Anouncia, Uffe Kock Wiil)....Pages 269-293

✦ Subjects

Information Systems Applications (incl.Internet)