Business Intelligence and Data Analytics

Business Intelligence and Data Analytics portes grátis

Business Intelligence and Data Analytics

Proceedings of BIDA 2025, Volume 2

Zhang, Justin; Pandey, Avinash Chandra; Verma, Abhishek

Springer Nature Switzerland AG

04/2026

533

Dura

Inglês

9783032078360

Pré-lançamento - envio 15 a 20 dias após a sua edição

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Number Plate Recognition using Machine Learning Algorithms and CNN.- Comparative Analysis of Machine Learning Algorithms for Cryptocurrency Price Forecasting in Volatile Markets.- Detection of Fake Online Products using Unsupervised GAN with Grad-CAM Visualization.- Unemployment Rate Prediction Based on Recurrent Neural Networks with Attention Mechanism Tuned by Modified Chimp Optimization Algorithm.- Real-Time Traffic Monitoring for Anomaly Detection and Congestion Management.- Advanced Abnormal Activity Detection in Online Exams with YOLOv8.- Maize and Citrus Disease Classification with EfficientNet-B0 for Real Time Detection.- Application of Artificial Intelligence Techniques for Accurate Classification and Reliable Rainfall Prediction.- Integrating TF-IDF and Fuzzy Matching: A Robust Approach to Code Plagiarism Detection.- Intelligent Analytical Framework to Reduce Customer Retention Efforts in the SaaS Industry.- DUAL CREDIT SCORING - Enhancing Creditworthiness Analysis using Spending Patterns and AI.- The Proactive Role of Big Data and IoT in Smart Cities: Achieving SDG 7 through Smart Grids.- Edge-Based DDoS Mitigation in IoT Home Automation using CNN-LSTM.- Harnessing Deep Learning for Efficient Rice Disease Detection with CNN and Advanced Transfer Learning Techniques.- Predicting Carbon Emissions using Hybrid Machine Learning and Deep Learning Models.- A Meta-learning Approach for Psychological Needs Prediction.- Bone Fracture Detection in X-rays using Advanced Deep Learning Modeling.- Navigating Truth: Unravelling the Web of Fake News through RAG.- Mul-Sensis: Multilingual sentiment analysis framework for emotion detection.- A Hybrid Approach for Rice Grain Image Classification using Deep Learning and Machine Learning Algorithms.- Occasion and Color Aware Personalized Outfit Recommendation System with Natural Language Interaction.- Enhancing Stress and Anxiety Detection Accuracy through Multimodal Sensor Fusion and Advanced Machine Learning Techniques
FPGA Based Neural Face Recognition Systems - A Survey.- Towards Sustainable Food Security in India: The Strategic Role of Optimized Cold Chain Infrastructure.- A Systematic Review of Machine Learning and Deep Learning for Mental Health Diagnosis.- Enhancing Real-Time Financial Advisory using Retrieval Augmented Generation (RAG) and Intelligent Agents.- Deep Learning Models for EEG-Based Brain-Computer Interface using Motor Imagery.- Tuberculosis Detection using Deep Learning Networks and Chameleon Swarm Algorithm.- An Attention Mechanism based Deep Learning Model for Assessing Quality of the Produce.- Robust Security Framework for Improving Security in Learning Management Systems: User Verification, Access Control, and Payment Integration.- Leveraging User Entity Behavior Analytics for Advanced Ransomware Detection and Protection.- 3D Pose Estimation in Sports using Deep Learning.- Design and Timing Analysis of 32 Bit Pipelined Wallace Tree multiplier.- Sustainable Agriculture Drone Selection: A Multi-Criteria Decision-Making Approach Using VIKOR Method.- Implementation of XGBoost Algorithm using Chi-Square Feature Selection for Early Detection of Hepatitis C Disease.- Handwritten Digit Recognition using CNN.- Blood Smear Image-Based Malaria Prediction using ACO-GWO for Healthcare Diagnostics.- Sentiment Viz: Leveraging RoBERTa in Python for Advanced Sentiment Analysis and Decision-making for a Famous Indian FMCG (Ayurvedic) Brand.
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Machine Learning for Business Applications;Real-time Analytics and Stream Processing;Business Process Intelligence;Social Media Analytics;Data Governance and Quality;Proceedings of BIDA 2025