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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Sk.Mahammadunnisa

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Open access Jul 2026

Adaptive YOLOv6-Driven Infrared Pedestrian Perception for Low-Visibility Intelligent Transportation Systems

The proposed framework provides an efficient and robust solution for nighttime pedestrian detection and can be integrated into advanced driver assistance systems and autonomous vehicles to improve road safety under low-visibility conditions.

Mohammod Asma Thahniyath, Sk.Mahammadunnisa · 0 citations
Open access Jul 2026

Stock Price Prediction using Deep Learning Networks

A proposed framework for stock price prediction using Artificial Neural Network and Long Short-Term Memory models provides a practical and efficient solution and can assist investors and financial analysts in making informed investment decisions through data-driven forecasting techniques.

Prabhavathi Macherla, Sk.Mahammadunnisa · 0 citations
Open access Jul 2026

Deep Learning-Based Detection of Machine-Generated Tweets with FastText Word Embeddings

A deep learning approach for detecting machinegenerated tweets using FastText word embeddings and a Convolutional Neural Network and demonstrates better performance than conventional machine learning methods.

Sidhartha.K, Sk.Mahammadunnisa · 0 citations
Open access Jul 2026

Privacy-Aware Federated Deep Learning Framework for Intelligent Flood Forecasting and Water Level Prediction

A PrivacyAware Federated Deep Learning Framework for Intelligent Flood Forecasting and Water Level Prediction, which combines Federated Learning with a Feedforward Neural Network to deliver secure and accurate predictions without sharing raw data among participating stations is presented.

S. Shivani, Sk.Mahammadunnisa · 0 citations
Open access Jul 2026

A Hybrid Intelligent Framework for Phishing Website Detection Using SVM and LightGBM

PhishShield is presented, a hybrid phishing website detection framework that integrates Support Vector Machine (SVM) and Light Gradient Boosting Machine (LightGBM) to accurately classify legitimate and phishing websites.

Srija Pasupunuti, Sk.Mahammadunnisa · 0 citations
Open access Jul 2026

An Intelligent Deep Learning Framework for Real-Time Weapon Detection in Smart Surveillance Systems

DeepGuard is presented, an intelligent deep learning framework for automated weapon detection in images and surveillance videos using Faster Region-Based Convolutional Neural Network (Faster R-CNN) and Single Shot Detector (SSD).

Chengoli prashanth, Sk.Mahammadunnisa · 0 citations
Open access Jul 2026

Semantic-Aware Facial Image Synthesis from Natural Language Descriptions Using Joint Bi-LSTM and Generative Adversarial Networks

A semantic-aware framework for text-to-face image synthesis using a joint Bidirectional Long Short-Term Memory (BiLSTM) network and Generative Adversarial Network (GAN) that improves semantic consistency and visual realism.

Heena Anjum, Sk.Mahammadunnisa · 0 citations

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