Proceedings of International Conference on Information Technology and Intelligence : ICITI 2024, Volume 2 / edited by Harish Sharma, Antorweep Chakravorty.

Format:

Book

Author/Creator:

Sharma, Harish.

Contributor:

Chakravorty, Antorweep.

Series:

Lecture Notes in Networks and Systems, 2367-3389 ; 1341

Language:

English

Subjects (All):

Computational intelligence.

Artificial intelligence.

Data protection.

Internet of things.

Computational Intelligence.

Artificial Intelligence.

Data and Information Security.

Internet of Things.

Local Subjects:

Computational Intelligence.

Artificial Intelligence.

Data and Information Security.

Internet of Things.

Physical Description:

1 online resource (458 pages)

Edition:

1st ed. 2026.

Place of Publication:

Singapore : Springer Nature Singapore : Imprint: Springer, 2026.

Summary:

This book features selected papers from the International Conference on Information Technology and Intelligence (ITI 2024), organized by Dr. B. R. Ambedkar Institute of Technology, Andaman and Nicobar, India, during October 2024. The book is a collection of the state-of-the art research work in the cutting-edge technologies. This would provide an opportunity to gather scientific research work related to the artificial intelligence, data science and applications, cybersecurity, internet of things (IOT), cloud computing, information retrieval and knowledge management.

Contents:

Chapter 1: Hybrid Support Vector Machine Model with Harris Hawks Optimization is a Successive Tool for Flood Prediction: A Case Study

Chapter 2:Enhancing Location Privacy through Context-Aware Multiple Plausible Trajectories

Chapter 3:Enhancement of Brain Tumor MR Images with a Fusion

of Unsharp Masking and CLAHE for Segmentation using a Modified U-Net Model

Chapter 4:Ocular Disease Diagnosis using ConvolutionalNeural Networks Optimized by Genetic Particle Swarm Optimization

Chapter 5:Multimodal PCOS Identification using XGBoost and VGG19 of CNN

Chapter 6:Optimizing the Performance of Naïve Bayesian Classification using RELSUn, a Bi-Stage Feature Selection Algorithm

Chapter 7:Real-Time State-of-Charge (SOC) Prediction and Battery Optimisation with ML Algorithms

Chapter 8:The Smart Detection of Ovarian Cancer in Complex Medical Images using Deep Learning

Chapter 9:Optimized Agricultural Plant Classification by Leaves using VGG-19 and VGG-16 Convolutional Neural Networks

Chapter 10:HopeWVBL: Improving Automatic Hope Speech Detection using Word Embedding and Bidirectional LSTM

Chapter 11:Rice Crop Disease Classification using Fourier Transform

Chapter 12:A Novel Approach for Identification of Information Defamation using Sarcasm Features

Chapter 13:Enhancing Image Quality in Medical Imaging and Satellite Imagery using SRCNN

Chapter 14:A Comprehensive Survey on Advancements in Machine Learning for Enhancing Network Attack Detection

Chapter 15:A Temporal and Spatial Analysis of Seasonal Normalized Difference Vegetation Index of Varanasi District (India) using Google Earth Engine

Chapter 16:Integrating Simple Temporal Attention for Improved Video Summarization

Chapter 17:Lie Detection using Facial Expressions and Speech Analysis

Chapter 18:Fine-Tuning LLMs for Risk Assessment in Indian Employment Contracts

Chapter 19:Improved Data Analytics using Deep Learning Algorithm in Internet of Things for Crop Yield Prediction

Chapter 20:Enhanced Obstructive Sleep Apnea Management using Deep Radial Basis Function for Accurate Prediction and Efficient Data Processing for Internet of Things

Chapter 21:Cloud ERP vs. On-Premise SAP: A Comparative Study of Efficiency and Scalability in Large Enterprises

Chapter 22:Enhancing Classification of Imbalanced Data using Diffusion Process

Chapter 23:Rider Re-Route Suggestions using Demand Forecasting Based on Passenger Routes

Chapter 24:Integrating AI with SAP: A New Frontier for Predictive Analytics in Enterprise Resource Planning (ERP).

Notes:

Description based on publisher supplied metadata and other sources.

ISBN:

981-9651-26-3

9789819651269

OCLC:

1555343912