Optimized Predictive Modeling of Lane-Specific Vehicle Time Gaps for Traffic Flow and Road Management

Haiyun Sun,Bian Ke,Junlin Sha,Shidi Wu,Menglu Chen

#Time gap #lane-specific factors #traffic management #machine learning #prediction

Unlocking Decision-Making Performance through Data Governance and Availability: Structural and Predictive Evidence from Jordan

Nasim Matar,Amneh Aljaber,Wasef Mater

#Decision-making #resource-based theory #structural equation modelling #multiple regression

Distilled Transformer for Climate Sentiment Analysis on Social Media

Kun Zhu,Nor Hasliza Md Saad

#Natural language processing #transformer models #sentiment classification #knowledge distillation #social media mining

Machine Learning-Based Forecasting and Optimization of Water and Energy Consumption in GCC Countries: A Path Toward Regional Sustainability

Mohammad Nasar,Mohammad Abu Kausar

#Machine learning #long short-term memory #prophet #arima #water management #energy management #gulf cooperation council #sustainable development #oman vision 2040

A Dual-Stage Lightweight Framework for Detecting Prompt Injections and Harmful Outputs in Large Language Models

Ali Altalbe,Bharathi Mohan Gurusamy

#Large language models #prompt injection detection #response safety filtering #distilbert #bias detection #adversarial prompt mitigation

Innovative Advertising Data Analysis Method: Workflow Design Based on Federated Learning and Large Language Models

Jialu Li

#Federated learning #large language models #advertising data analysis #privacy‑preserving recommendations #prompt engineering

Optimizing Multimodal RAG Systems for Multilingual Product Support

Mudit Garg,Nandita Namboodiri,Krisha Joshi,Karthik Krishna,Deepali Vora

#Retrieval-augmented generation #multimodal language models #vision-language models #indic languages #AI for technical support

B-PACIoT: A Hybrid Blockchain-Based Framework for Scalable, Secure and Privacy-Preserving EHR Management in IoT-Driven Healthcare

Salma Begum S.,J. Arokia Renjit,Chandrasekar Arumugam

#Blockchain-IoT integration #hybrid blockchain architecture #decentralized EHR management #privacy-preserving access control and healthcare data management

Genetic Algorithms Application to Recognize the Arabic Back Obstruent Sounds in Continuous Speech

Aissiou Mohammad

#Speech processing #acoustic-phonetic decoding #automatic speech recognition #genetic algorithms searching #arabic back obstruents

Machine Learning Perspective Sattam Almatarneh

Dept. Data Science and AI Zarqa UniversityZarqa,Jordan

#Islamic architecture #deep learning #machine learning classifiers #Histogram of Oriented Gradients (HOG) #LocalBinary Patterns (LBP) #Convolutional Neural Networks (CNNs) #image classificationReceived DD Month YYYY; accepted DD Month YYYYhttps://doi

Pattern Recognition in Islamic Architecture: Machine Learning Perspective

Sattam Almatarneh,Noura Qazza,Ahmad Al Smadi

#Islamic architecture #deep learning #machine learning classifiers #Histogram of Oriented Gradients (HOG) #LocalBinary Patterns (LBP) #Convolutional Neural Networks (CNNs) #image classificationReceived January 05 #2025; accepted March 15 #2025https://doi

Hybrid Ensemble Based Machine Learning Approach for Cardiovascular Disease Risk Prediction Using Multiple Integrated Datasets

Sravanthi Jakkula,Raju Bhukya

#Cardiovascular diseases #machine learning algorithms #stacked models #disease prediction

A Bimodal Emotion Recognition Algorithm for Audio and Video Based on Emotion Modeling

Yang Liu,Shudan Feng,*Corresponding author

#Audio #video #fourier transform #soundnet neural network #recurrent neural network #long and short-term memory network

Sensitive Data Detection of Social Network Based on Improved Random Forest Algorithm

Weiyan Tang,Jun Luo

#Random forest algorithm #web crawler #naive bayes #sensitive data #feature extraction #data detection

Enhanced IIoT Security: A Hybrid Intrusion Detection Framework Using Signature-Based and Deep Learning Approaches

Komal Bansal,Anita Singhrova

#Deep learning #machine learning #information security #anomaly detection #IIDS #IIoT #GRU #GHA #SOA

Enhancing Social Networks Services: An Ontology- Based Approach

Eman Alduweib,Abdurahman Alahmadi,Waseem Alromema

#Social networks #internet users #user behavior #ontology #digital clones #digital immortality

A Silicosis-Focused Hybrid Architecture Leveraging Enhanced Segmentation and Feature Based Classification

Shivaanivarsha Natarajan,Kavipriya Periyasamy

#Deep learning #lung disease #silicosis #segmentation #UNet

MASNET-ESN: An Effective Deep Learning Based Automatic Medical Image Captioning

V S RATNA KUMARI A,Dr. Lalitha Kumari Pappala

#Medical image #MASNet #ESN #deep learning #TSA

Machine and Deep Learning Model for EMG Signal Classification: A New Performance-Cost Analysis Across CPU and GPU Architectures

Toka Fathi,Mohammed A M Abdullah,Basil Shukr

#EMG #GPU #decision trees #random forests #KNN #XGboost #LSTM #and CNN-LSTM

The Future of Protein Sequence Generation: Performance Assessment Insights

Madhuri Sharma,Abhilasha Singh

#GAN #protein sequences #deep learning #TM score #FID score