Intersection of Artificial Intelligence, Data Science, and Cutting-Edge Technologies: From Concepts to Applications in Smart Environment

ICAISE’2024, Volume 1

AvYousef Farhaoui,Tutut Herawan

Häftad, Engelska, 2025

Del 1353 i serien Lecture Notes in Networks and Systems

2 206 kr

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Beskrivning

This book explores the integration of AI, data science, and emerging technologies to create innovative, practical solutions for smart environments.

Produktinformation

Utgivningsdatum:2025-05-03
Mått:155 x 235 x 41 mm
Vikt:1 142 g
Format:Häftad
Språk:Engelska
Serie:Lecture Notes in Networks and Systems
Antal sidor:754
Förlag:Springer International Publishing AG
ISBN:9783031883033

Utforska kategorier

Databaser inom Data och IT
Artificiell intelligens inom Data och IT

Innehållsförteckning

Enhancing Customer Segmentation with Unsupervised Deep Learning.- Development of an EEG Controlled Soft Robotics-Based Active Hand Prosthesis for Enhanced Functionality.- RCSF & IOT In Monitoring of Obstructive Sleep Apnea.- Artificial Intelligence full potential yet attained in the e participation.- Recognition of American Sign Language using hard voting.- Smart Intrusion Detection System in Cloud Computing : A Systematic Review.- Enhancing last mile delivery efficiency through connected vehicle technology and collaborative logistics A systematic literature review.- A Review of some Semantics Methods for Translating Moroccan Text to Moroccan Sign Language.- Analysis of Depressed Patients' Sentiments towards Treatment AI Approach for Healthcare Professionals.- Understanding AI and Google's broader efforts in AI.- Integration of Generative AI and Multimodal Deep Learning for Early Detection of Chemotherapy Induced Cardiotoxicity.- Optimizing Workforce Stability Machine Learning Approaches for Predicting Employee Attrition.- XAI Driven Credit Risk Modeling A Comparative Analyses of Model Performance and Interpretability.- Adaptive Machine Learning Based Intrusion Detection Systems for IoT Networks A Dynamic Approach.- The nexus between renewable energy and Industry 5.0 A Data Driven Approach.- Integrating Augmented Reality and IoT Sensors for Advanced Real Time Greenhouse Control.- Design of Compact Band pass Filter Using Metamaterial Cell Unit Structures for Modern Communication Systems.- Feature Selection Techniques for Linear Regression in Solar Irradiance Forecasting.- A Survey on Image based ulcer detection.- Enhancing Cyber Resilience through AI Driven Phishing Tests and Gamified Learning.- Identifying and Preventing Fraudulent Activities in Financial Transactions Using Artificial Intelligence.- A Novel Deep Clustering Approach to Assess Dominance Between Solutions of a Multi-Objective Optimization Problem.- Harnessing artificial intelligence in mobile health for diabetes management: A systematic review.- Advances in Solar Energy Forecasting: Integrating Machine Learning and Hybrid Approaches.- Mathematical Modeling of Monetary Poverty by K-Nearest Neighbors Algorithm.- The effects of Fintechs on the Financial Performance: An Empirical Study Based on Moroccan innovative companies.- Machine learning for water resources in Morocco rapid review.- Assessing Territorial Attractiveness in Moroccan Provinces: A Structural Modeling Approach.- Intelligent Radar Systems A Comprehensive Study of Cognitive Radar's Evolution and Principles.- Use of Deep Learning Techniques for Classification and Prediction of High School Students Needing Academic Support.- A high gain and wideband dual port-based metamaterial MIMO antenna for 5G applications.- Machine Learning for Detecting Fake Accounts in OSNs A Review.- Literature Review on Smart Student Orientation Based on Recommendation Systems.- Enhancing Financial Decision Making with Explainable Artificial Intelligence A Case Study in Credit Risk Assessment.- A Novel Deep Ordinal Neural Network Model for Guava Fruit Quality Control.- Enhancing Urban Pollution Reduction via Reinforcement Learning-Based Traffic Light Optimization.- Optimization of a system to enhance photovoltaic module performance while producing thermal energy.- Improved Fault Classification in Photovoltaic Panels Using kNN Machine Learning.- Nudging Users Towards Embracing Electronic Payments.- CNN and Vision Transformer Models for Detecting Cheating in Online Examinations A Comparative Evaluation.- Conception of a Symmetric Fully Homomorphic Protocol based on Gentry Scheme.- Lane Detection using Computer Vision Techniques.- Design and Optimization of Fractal Multiband Antenna for mmWave Applications.- Comparative Analysis of Supervised Machine Learning Classification Models.- Toward a QoS improvement in IoT by Combining Fuzzy Logic and Machine Learning Algorithms.- AI integration in finance a shortfall.- A Deep Learning Framework for Pedestrian Detection from FMCW Radar Data.- Pruning and Quantization of CNN Based Intrusion Detection Systems for Cyber-Physical Systems.- Efficient Data Preprocessing for Ecological Quality Assessment in Marine Environments.- Comparative Analysis of Advanced Deep Learning Models for Depression and Suicide Detection on Social Media.- Metrics of Attractiveness: Developing a synthetic index for the territorial attractiveness of small towns in Morocco.- Optimizing Post Quantum Blockchain Performance Through Adaptive Block Segmentation: A Comparative Study.- Machine learning approach for the classification to overcome traffic sign detection challenge.- Hybrid Approach for IoT based Medical image Encryption and Compression using Modified AES and Chaos Theory.- Study and design of a new "MIMO" printed antenna structure for industrial, scientific, and medical applications.- A Hybrid Method for Student Engagement Recognition Using Handcrafted Features and Vision Transformer.- The impact of Artificial Intelligence on Healthcare : A Comprehensive Review.- Optimal location of high/low voltage transformer stations by K-Means method and scheduling of electric meters.- Intelligent Information Processing in CRM Through Big Data Analytics: A Systematic Literature Review.- A Review on Artificial Intelligence for Water Treatment by desalination Using Reverse Osmosis.- Introduction to Quantum-Resistant Cryptography in Payment Systems.- Advanced Sarcasm Detection in Arabic Text Integrating AraBERT with Sequential RNN Layers.- Virtual Resource Optimization using Artificial Intelligence in Hyperconverged Environment.- Gene Selection for Cancer Classification Using Minimal Dominant Independent Set.- Quantum Assisted Hyperparameter Tuning Challenge for Financial Fraud Detection.- Ara-DAQUAR Into Arabic Question Answering on real world images.- Optimizing Energy Management in Smart Environments A Review of Strategies, Challenges, and Future Directions.- Research, ethics and artificial intelligence challenges and opportunities.- Enhancing Scalability and Performance in Big Data Query Processing: A Multi Faceted Approach.- Predicting Employee Turnover with Explainable AI.- Multi machine learning models for blood donor prediction: A data analysis and visualization approach.- Predicting Customer Gender Based on E Commerce Activity Patterns.- A Survey on ZigBee Indoor Distance Measurement.- Arabic Handwritten Words Recognition and Classification using Autoencoder Deep Learning.- Revolutionizing Breast Cancer Detection with Cutting-Edge Convolutional Neural Networks.- Hybrid Deep Learning and Machine Learning Models for Early and Accurate Detection of Diabetic Retinopathy.- A Multi Layered Protection System for Enhancing Data Security in Cloud Computing Environments.- Blockchain Driven Health Security through Machine Learning Adoption.- Contextual Analysis of Big Data Analytics in Intelligent Transportation Frameworks.- The Impact of Artificial Intelligence in Scientific Research.- Artificial intelligence and leadership: trends and challenges of a relationship under construction.- Detection of Pneumonia using Deep Learning Algorithms: Yolo V5 and CNN on X Ray Images.- Preserving Privacy during BI to Cloud Migration An Automated Approach to Data Anonymization.- Opportunities offered by AI for urban planning.- Advancing Early Oral Cancer Detection with Image Processing and AI.- Enhancing Fraudulent Activity Detection in Credit Card Transactions with Adaptive Boosting and Voting.- A Gender Based Targeted Advertisement System.- Development of an Intelligent Health Prediction System for Comprehensive Human Body Analysis.- Real Time IoT Based Farm Monitoring and Decision Support System Using Random Forest Algorithm.- Design and Operational Insights of IoT-Integrated Hydroponics Systems Using Fog Computing for Sustainable Urban Agriculture.- Scoping Review of YOLO Applications in Emergency Vehicle Detection.- Enhancing Deep Learning Models for Date Palm Disease Classification through Advanced Attention Mechanisms.- Moroccan Dates in a Circle of Danger Due to Successive Oasis Fires.- Towards an architecture for an automated cryptocurrency algorithmic trading system.- Balancing Data Protection in The Age of Digitization.- Plant disease classification using deep learning and the hyperband strategy.- Ensemble learning based bitcoin daily price log return forecasting.- Data privacy in the light of Big Data.- Classifying ECG Signals using LSTM and RNN.- Innovative HR Technologies for the Modern Workforce.