About the Book
The text focuses on mathematical modeling and applications of advanced techniques of machine learning, and artificial intelligence, including artificial neural networks, evolutionary computing, data mining, and fuzzy systems to solve performance and design issues more precisely. Intelligent computing encompasses technologies, algorithms, and models in providing effective and efficient solutions to a wide range of problems, including the airport’s intelligent safety system. It will serve as an ideal reference text for senior undergraduate, graduate students, and academic researchers in fields that include industrial engineering, manufacturing engineering, computer engineering, and mathematics.
The book:
Discusses mathematical modeling for traffic, sustainable supply chain, vehicular Ad-Hoc networks, and internet of things networks with intelligent gateways
Covers advanced machine learning, artificial intelligence, fuzzy systems, evolutionary computing, and data mining techniques for real- world problems
Presents applications of mathematical models in chronic diseases such as kidney and coronary artery diseases
Highlights advances in mathematical modeling, strength, and benefits of machine learning and artificial intelligence, including driving goals, applicability, algorithms, and processes involved
Showcases emerging real-life topics on mathematical models, machine learning, and intelligent computing using an interdisciplinary approach
The text presents emerging real-life topics on mathematical models, machine learning, and intelligent computing in a single volume. It will serve as an ideal text for senior undergraduate students, graduate students, and researchers in diverse fields, including industrial and manufacturing engineering, computer engineering, and mathematics.
Table of Contents:
Section 1: Mathematical Modeling
Chapter 1
An Interactive Weight-Based Portfolio System Using Goal Programming
Hari Sharma, Kate Brown, Vineet Kumar Awasthi
Chapter 2
Generalized knowledge measure based on hesitant fuzzy sets with application to MCDM
Dinesh K. Sharma, Surender Singh, Sumita Lalotra
Chapter 3
Queuing System with Customers’ Impatience, Retention and Feedback
Rakesh Kumar, Bhupender Kumar Som, K. Kalidass, M. I. G. Suranga Sampath
Chapter 4
Controllable Multiprocessor Queueing System
Anamika Jain, Madhu Jain, Dheeraj Bhardwaj
Chapter 5
Multi-server Queuing system with Feedback and Retention
Rakesh Kumar, Sapana Sharma, Bhavneet Singh Soodan
Chapter 6
Retrial Queueing System Subject to Differentiated Vacations with Impatience Customers
M. I. G. Suranga Sampath, Dinesh K. Sharma, Avinash Gaur
Chapter 7
A Preorder discounts and online payment facility on a sustainable inventory model with controllable carbon emission
S.R Singh, Dipti Singh
Chapter 8
Green Inventory Systems with Two-Warehouses for Rubber Waste Items
Ajay Singh Yadav, Palak Mehta, Natesan Thillagovindan
Section 2: Machine Learning
Chapter 9
Cyber Attack Detection Applying Machine Learning Approaches
Vikash Kumar, Ditipriya Sinha, Ayan Kumar Das
Chapter 10
Feature Extraction Methods for Intelligent Audio Signal Classification
Aaron Rababaah
Chapter 11
Feature Detection & Extraction Techniques with Different Similarity Measures Using Bag of Features Model
Roohi Ali, Manish Maheshwari
Chapter 12
Stratification Based Initialization Model on Partitional Clustering for Big Data Mining
Kamlesh Kumar Pandey, Diwakar Shukla
Chapter 13
Regression Ensemble Techniques for Prediction of Financial Time Series Data
Richa Handa, H.S. Hota, Julius A. Alade
Chapter 14
Intelligent System for Integrating Customer’s Voice with CAD for Seat Comfort
Saed Talib Amer, Landon Onyebueke, Aaron Rababaah
Chapter 15
An Implementation of Machine Learning to Detect Real Time Web Application Vulnerability
Tarun Dhar Diwan, Siddartha Choubey, H.S. Hota
Section 3: Intelligent Computing
Chapter 16
Intelligent Decision Support System for Air Traffic Management
Aaron Rababaah, Mohamed Siddig
Chapter 17
Bio-Mechanical Hand With Wide Degree Of Freedom
Ankit, Rohtash Dhiman
Chapter 18
Analyses of Repetitive Motions in Goods to Person Order Picking Strategies Using Intelligent Human Factors System
Saed Talib Amer, Shaikha Al Shehhi, Nelson King, Jaby Mohammed
Chapter 19
Hybridization of IoT Networks with Intelligent Gateways
Neeti Gupta, Vidushi Sharma, Satish Penmatsa
Chapter 20
M/M1+M2/1/K Model for Monitoring Waiting Times via Intelligent Computing
R. Sivasamy, L. Gabaitiri, P.M. Kgosi, W. M. Thupeng
