Computational Intelligence in Analytics and Information Systems 2-volume set

VOLUME 1: DATA SCIENCE AND AI, SELECTED PAPERS FROM CIAIS-2021

1. A Study of Issues and Challenges with Digital Image Processing

2. A Methodical View on Prerequisites of Picture Combination, Strategies, Key Indicators with Usage in Real Life and Scientific Domains Facilitating Smart Ubiquitous Environment

3. A Study of Emerging Issues and Possibilities for Breast Cancer Diagnosis Using Image Modalities

4. Pap Smear Image Segmentation Using Chan-Vese Based Adaptive Primal Dual Splitting Algorithm

5. Satellite Image Compression by Random Forest Optimization Techniques and Performance Comparison Using Multispectral Image Compression Method

6. Learning Spatio-Temporal Features for Movie Scene Retrieval Using 3d Convolutional Autoencoder

7. Person Re-Identification Using Deep Learning and Neural Networks

8. A Systematic Literature Review in Health Informatics Using Data Mining Techniques

9. Utilization of Artificial Intelligence Based Methods for Preoperative Prediction in Shoulder Arthroplasty: Survey

10. Role of Computer-Based Intelligence for Prognostication a Social Well-Being and Identifying Frailty and Drawbacks

11. Health Informatics Support for Occurrence Administration Using Artificial Intelligence and Deep Learning: COVID-19 Pandemic Response

12. Machine Learning Approach for Prediction Analysis of COVID-19

13. Assessment of Generalized Anxiety Disorder and Mood Disorder in Undergraduate Students during the Coronavirus Disease (COVID-19) Pandemic

14. Evaluation of Deep Learning Models for Medical Tools Classification

15. Cervical Cancer Diagnosis and Prediction: An Application of Machine Learning Techniques

16. The Working Analysis on Machine Learning Algorithms to Predict Diabetes and Breast Cancer

17. An Ensemble of AdaBoost with Multilayer Perceptron for Heart Disease Prediction

18. An Empirical Study of Text Summarization Techniques Using Extractive Approaches

19. Design and Comparative Analysis of Inverted Indexing of Text Documents

20. Acoustic Musical Instrument Recognition

21. Classification of Accented Voice Using RNN and GAN

22. Speech Emotion Recognition Using LSTM

23. Interpretation of American Sign Language Using a Convolutional Neural Network

24. Emotional Intelligence: An Approach to Analyze Stress Using Speech and Face Recognition

25. Proposed Integrated Framework for Emotion Recognition: A Futuristic Approach

26. A Review on Machine Learning Techniques for Human Actions Recognition

27. Fog-Based Intelligent Traffic Phase Timing Regulation System

28. Deep Learning Classification Model for Detection of Traffic Signs

29. Understanding Road Scene Images Using CNN Features

30. Profitable Crop Prediction for the State of Odisha Using Machine Learning Algorithms

31. CapGAN: IoT-Based Cropping Patterns Prediction and Recommendation for Crop Cultivation

1. Communication Services for Social Connection: A Proposed Market for WIPRO

2. Assistive Technology as a Potential Aid for Disability and Health: A Critical Analysis

3. A Study on a Water-Body-Based Robotics Waste Management System

4. An Analysis of City Command Centers (CCCs) of Indian Smart Cities

5. Design of a Vehicle Pollution Detection System Using IoT

6. Fog Computing: The Next Generation Computing Paradigm

7. Logical Study of Predictions and Gathering Methodologies to Enhance Co-Clustering Formulation from a Period of Change Information in Machine Learning

8. A Review on Machine Learning Techniques for Human Actions Recognition

9. Proposed Intelligent Vehicular Accident Detection and Alerting Based on the Internet of Things

10. Intelligent Spectacles for Accident Prevention

11. Impact of Co-Doping on Armchair Silicene Nanoribbon Using AI and P: A Potential Material for Efficient Computing

12. DOIFCM: An Outlier Efficient IFCM

13. Assessment of Document Clustering and Topic Modelling of Blockchain Adoption by the E-Sports Community

14. A Novel Hybrid Sampling Algorithm to Deal with Imbalanced Datasets

15. A Study on Analysis of E-Commerce Application on Online Healthcare

16. A Computational Approach to Detect the Incipient Cracks of Bearing in a Magnetic Particle Inspection Process

17. Comparison of Novel STE-AMM and EDES-ACM Framework with a Standard Cryptography Mechanism

18. Privacy Protection in Personalized Web Searches Using Anonymity

19. Performance Study of Various Routing Protocols in Opportunistic IoT Networks

20. On AES S-Boxes with Variable Modulus and Translation Polynomials

21. On Demand Link and Energy Aware Dynamic Multipath Routing for Mobile Nodes in a Wireless Sensor Network

22. An Optimized Multi-Server Queuing Model for Transportation Problems

23. Forming the Cluster in the RFID Network for Improve the Efficiency and Investigation of Unkind Attacks

24. Traffic-Aware Quality of Service (QoS) Routing in SDIoT Using Ant Colony Optimization Algorithm

25. ML-BBFT: ML-Based Bonding Based Forwarding Technique for Social OppIoT Networks

26. EFF-MANet: A Systematic Approach for Feature Extraction in Unstructured Road Scene Scenarios

27. Quantum Error Correction Technique for Quantum-Based Satellite Communication

28. A Study on an Education-Based Interactive Automated Agent

29. Issues in Retrieving Research Data from Open Source Software Projects: A Case Study

30. Proposed Model for Data Warehouse Requirement Engineering

31. Random Cloudlet Priority Scheduling: An Enhanced Approach

32. RAFI: Parallel Dynamic Test-Suite Reduction for Software

33. Security Optimization through Programmability and Flexibility in Software-Defined Networking (SDN): A Novel Approach

34. Test Case Optimization Using a Genetic Algorithm

Biography

Parneeta Dhaliwal, PhD, has over 16 years of experience in teaching and research. Presently, she is working as Associate Professor in the Department of Computer Science and Technology, Manav Rachna University, India. She is also working as Head of the Research Cluster of Computing (RCC) to facilitate students in their research and innovative projects.

Manpreet Kaur, PhD, is working as an Associate Professor in the Department of Computer Science and Technology, Manav Rachna University, India. She has more than 14 years of teaching and research experience. She is currently working in the domains of machine learning, deep learning, and natural language processing. She is a Senior Member, IEEE (USA).

Hardeo Kumar Thakur, PhD, is working as an Associate Professor in the Department of Computer Science and Technology of Manav Rachna University (MRU), Faridabad, India. He has more than 10 years of teaching and research experience in leading institutions of India. He earned his PhD (Computer Engineering) from the University of Delhi in 2017 in the field of data mining. His current research interests are data mining, dynamic graph mining, machine learning and big data analytics.

Rajeev Kumar Arya, PhD, is currently an Assistant Professor with the Department of Electronics and Communication Engineering at National Institute of Technology, Patna, India. His current research interests are in wireless communication, soft computing techniques, cognitive radio, signal processing, communication systems, and circuits design

Joan Lu, PhD, is a Professor in the Department of Computer Science and the Research Group Leader of Information and System Engineering (ISE) in the Centre of High Intelligent Computing (CHIC) at the University of Huddersfield, United Kingdom, having previously been team leader in the IT Department of the publishing company Charlesworth Group.