Innovations in Computer Science and Engineering

A Stochastic Weighted Model for Task Scheduling and Resource Utilization in the Cloud.- A Study on Accident Detection systems using Machine Learning.- A Systematic Analysis of the Computational Intelligence Techniques for Fake News Detection.- A Non Conventional Pre-Processing Method for Financial Risk Analysis Data.- An energy-efficient deep neural network model for photometric redshift estimation.- A Contemporary Analysis of Privacy Preserving Strategies in MANET.- An Advanced Approach to Detect Plant Diseases by the Use of CNN based Image Processing.- A Gravitational Search Algorithm Study on Text Summarization using NLP.- A Deep Learning Model for Arabic Fake News Detection Based on Transformers.- A Novel Optimization Algorithm for Heart Attack Prognostic Process.- A Certain Investigation of MEMS for Optimized Sensor Coverage.- Cervical Cancer Prediction Using Optimized Meta Learning.- Classification of Cervical Cells Using Deep Learning Feature Extraction.- Avian Influenza Prediction Using Machine Learning.- An Investigation on the Detection of Intrusions into a Network Using Convolutional Neural Networks.- Analyzing Data Streams with Different Flavors of Distributed Data Mining.- Analyze Dark Web and Security Threats.- Analysis of Metaheuristic Algorithms for Optimized Extreme Learning Machines in Various Sectors.- Cryptocurrency Trading Bot with Sentimental Analysis and Backtracking using predictive ML.- Artificial Intelligence Based Data Analytics Techniques in Medical Imaging.- Hate speech and offensive language detection in Twitter data using machine learning classifiers.- Machine Learning and Recommendation System in Agriculture: A survey and possible extensions.- Initial intrusion detection in Advanced Persistent Threats (APT's)using Machine Learning.- Equipment Planning for an Automated Production Line Using a Cloud System.

Dr. H. S. Saini, Managing Director of Guru Nanak Institutions, obtained his Ph.D. in the field of Computer Science. He has over 32 years of experience at University/College level in teaching UG/PG students and has guided several B. Tech. and M. Tech. projects and 7 Ph. D. scholars. He has published/presented above 105 high-quality research papers in International and National journals and proceedings of International conferences. He has published nine books with Springer. He is a lover of Innovation and is Advisor for NBA/NAAC accreditation process to many institutions in India and abroad. He is Chief Editor of many Innovative journals and chairing various International conferences.Dr. Rishi Sayal, Associate Director, Guru Nanak Institute of Technical Campus (Autonomous), has completed his B. E. (CSE), M. Tech. (IT), and Ph. D. (CSE). He has obtained his Ph.D. in Computer Science and Engineering in the field of Data Mining from prestigious Mysore University of Karnataka State.He has over 30 years of experience in training, consultancy, teaching, and placements. His current areas of research interest include Data Mining, Network Security, and Databases. He has published nine books with Springer. He has published wide number of research papers in International conferences & journals. He has guided many UG and PG research projects, and he is Recipient of many research grants from government funding agencies. He is Co-Editor of various Innovative journals and convened lot of International and National conferences.

Dr. A. Govardhan is presently Professor of Computer Science & Engineering, Rector, JNTUH, and Executive Council Member, Jawaharlal Nehru Technological University (JNTUH), Hyderabad (JNTUH), India. He did his Ph.D. from JNTUH. He has 27 years of teaching and research experience. He is Member on Advisory Boards & Academic Boards and Technical Program Committee Member for more than 100 International and National conferences. He is Member on