OOIR: Observatory of International Research

Papers

(The TQCC of Applied Artificial Intelligence is 7. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-11-01 to 2024-11-01.)

Article	Citations
A Survey on Deep Learning-based Architectures for Semantic Segmentation on 2D Images	91
Deep Learning Based Steel Pipe Weld Defect Detection	72
Systematic Review of Computing Approaches for Breast Cancer Detection Based Computer Aided Diagnosis Using Mammogram Images	67
The Emerging Threat of Ai-driven Cyber Attacks: A Review	62
Energy Optimization for Smart Cities Using IoT	57
Artificial Neural Networks for Educational Data Mining in Higher Education: A Systematic Literature Review	52
Hybrid Deep Learning-based Models for Crop Yield Prediction	51
Highlight Removal from A Single Grayscale Image Using Attentive GAN	47
Artificial Intelligence and Human Resources Management: A Bibliometric Analysis	43
Deep Learning Based Wheat Crop Yield Prediction Model in Punjab Region of North India	43
A Novel Data Augmentation Convolutional Neural Network for Detecting Malaria Parasite in Blood Smear Images	42
General Learning Equilibrium Optimizer: A New Feature Selection Method for Biological Data Classification	42
A Review of Deep Learning-based Human Activity Recognition on Benchmark Video Datasets	40
Initial Stage COVID-19 Detection System Based on Patients’ Symptoms and Chest X-Ray Images	40
A Modified Grey Wolf Optimizer Based Data Clustering Algorithm	39
A Novel Machine Learning Based Framework for Detection of Autism Spectrum Disorder (ASD)	36
Time Series Forecasting of Price of Agricultural Products Using Hybrid Methods	34
A Novel Method for SoH Prediction of Batteries Based on Stacked LSTM with Quick Charge Data	34
Detection of Hate Speech using BERT and Hate Speech Word Embedding with Deep Model	31
Brain Tumor Classification Based on Hybrid Optimized Multi-features Analysis Using Magnetic Resonance Imaging Dataset	31
Transfer Learning Models for Land Cover and Land Use Classification in Remote Sensing Image	29
Acceptance of Artificial Intelligence Application in the Post-Covid Era and Its Impact on Faculty Members’ Occupational Well-being and Teaching Self Efficacy: A Path Analysis Using the UTAUT 2 Model	27
BERT-Log: Anomaly Detection for System Logs Based on Pre-trained Language Model	27
Stock Market Prediction of NIFTY 50 Index Applying Machine Learning Techniques	26
An Evolutionary Multi-objective Optimization Technique to Deploy the IoT Services in Fog-enabled Networks: An Autonomous Approach	25

Prediction in Traffic Accident Duration Based on Heterogeneous Ensemble Learning	24
Automatic Speech Recognition Using Limited Vocabulary: A Survey	23
Deep Learning Approach for Aspect-Based Sentiment Classification: A Comparative Review	23
Secure Preschool Education Using Machine Learning and Metaverse Technologies	22
Machine Learning Based Power Estimation for CMOS VLSI Circuits	21
Deep Learning Approach For Objects Detection in Underwater Pipeline Images	20
Automatic Diagnosis of Attention Deficit Hyperactivity Disorder Using Machine Learning	20
Constrained Clustering for the Capacitated Vehicle Routing Problem (CC-CVRP)	19
Classification of Customer Reviews Using Machine Learning Algorithms	19
Diversity, Equity, and Inclusion in Artificial Intelligence: An Evaluation of Guidelines	19
Bayesian Convolutional Neural Network-based Models for Diagnosis of Blood Cancer	18
Time Series Analysis of Land Surface Temperature and Drivers of Urban Heat Island Effect Based on Remotely Sensed Data to Develop a Prediction Model	18
Classifier Selection and Ensemble Model for Multi-class Imbalance Learning in Education Grants Prediction	18
A Comparative Study of non-deep Learning, Deep Learning, and Ensemble Learning Methods for Sunspot Number Prediction	18
Systematic Review of Financial Distress Identification using Artificial Intelligence Methods	17
Multimodal Sentiment Analysis Using Multi-tensor Fusion Network with Cross-modal Modeling	17
Comparative Investigation of Learning Algorithms for Image Classification with Small Dataset	16
A Comparative Assessment of Deep Neural Network Models for Detecting Obstacles in the Real Time Aerial Railway Track Images	16
Segmentation of Tuta Absoluta’s Damage on Tomato Plants: A Computer Vision Approach	16
A Systematic Overview of Android Malware Detection	16
Anomaly Detection Using Siamese Network with Attention Mechanism for Few-Shot Learning	16
Land Usage Identification with Fusion of Thepade SBTC and Sauvola Thresholding Features of Aerial Images Using Ensemble of Machine Learning Algorithms	16
Above-ground Biomass Wheat Estimation: Deep Learning with UAV-based RGB Images	16
Fifteen Years of Recommender Systems Research in Higher Education: Current Trends and Future Direction	16
Image Aesthetics Assessment Based on Multi-stream CNN Architecture and Saliency Features	16
Solution of combined economic and emission dispatch problems of power systems without penalty	15
Improving Tax Audit Efficiency Using Machine Learning: The Role of Taxpayer’s Network Data in Fraud Detection	15
Wind Speed Predictability Accuracy with Height Using LiDAR Based Measurements and Artificial Neural Networks	15
Human Judges in the Era of Artificial Intelligence: Challenges and Opportunities	15
A Comprehensive Artificial Intelligence Based User Intention Assessment Model from Online Reviews and Social Media	15
Trust and Distrust based Cross-domain Recommender System	15
Artificial intelligence in higher education: a bibliometric analysis and topic modeling approach	15
A participatory data-centric approach to AI Ethics by Design	15
Developing Classifiers through Machine Learning Algorithms for Student Placement Prediction Based on Academic Performance	15
Enhanced Model for Predicting Student Dropouts in Developing Countries Using Automated Machine Learning Approach: A Case of Tanzanian’s Secondary Schools	14
Computer Vision Approach for Liver Tumor Classification Using CT Dataset	14
Dynamic Resource Allocation Using Improved Firefly Optimization Algorithm in Cloud Environment	14
A Visual Navigation System for UAV under Diverse Illumination Conditions	14
Intelligence based Accurate Medium and Long Term Load Forecasting System	14
Cybersecurity Deep: Approaches, Attacks Dataset, and Comparative Study	14
Near Real-time Map Building with Multi-class Image Set Labeling and Classification of Road Conditions Using Convolutional Neural Networks	14
Automatic Detection of Acute Lymphoblastic Leukemia Using UNET Based Segmentation and Statistical Analysis of Fused Deep Features	13
Predicting stock price movement using a DBN-RNN	13
A Hybrid Improved Whale Optimization Algorithm with Support Vector Machine for Short-Term Photovoltaic Power Prediction	13
Intelligent System Utilizing HOG and CNN for Thermal Image-Based Detection of Wild Animals in Nocturnal Periods for Vehicle Safety	13
Smart Cities-Based Improving Atmospheric Particulate Matters Prediction Using Chi-Square Feature Selection Methods by Employing Machine Learning Techniques	13
A Novel Multi-Neural Ensemble Approach for Cancer Diagnosis	12
A Hybrid Greedy Sine Cosine Algorithm with Differential Evolution for Global Optimization and Cylindricity Error Evaluation	12
Combining Clinical Symptoms and Patient Features for Malaria Diagnosis: Machine Learning Approach	12
Attack Analysis of Face Recognition Authentication Systems Using Fast Gradient Sign Method	12

A Comparative Study on Performance of SVM and CNN in Tanzania Sign Language Translation Using Image Recognition	12
A New Approach for Optimal Sizing of a Grid Connected PV System Using PSO and GA Algorithms: Case of Tunisia	12
Predicting the Contribution of Mining Sector to the Gross Domestic Product (GDP) Index Utilizing Heuristic Approaches	12
Privacy Preserving Parallel Clustering Based Anonymization for Big Data Using MapReduce Framework	11
Spatial Simulation and Prediction of Air Temperature Based on CNN-LSTM	11
A Multi-objective Particle Swarm Optimization Based on Pareto Archive for Integrated Production and Distribution Planning in A Green Supply Chain	11
An Improved Grey Wolves Optimization Algorithm for Dynamic Community Detection and Data Clustering	11
Analysis of Machine Learning Methods for COVID-19 Detection Using Serum Raman Spectroscopy	10
Detection of Turkish Sign Language Using Deep Learning and Image Processing Methods	10
Anomaly Detection on Wind Turbines Based on a Deep Learning Analysis of Vibration Signals	10
Neural Text Normalization in Speech-to-Text Systems with Rich Features	10
The Deep Learning ResNet101 and Ensemble XGBoost Algorithm with Hyperparameters Optimization Accurately Predict the Lung Cancer	10
A Hybrid Machine Learning Model for Credit Approval	10
Energy Efficient Cluster Head Selection in Internet of Things Using Minimum Spanning Tree (EEMST)	10
Feature Selection Empowered by Self-Inertia Weight Adaptive Particle Swarm Optimization for Text Classification	10
Deep Sentiments Analysis for Roman Urdu Dataset Using Faster Recurrent Convolutional Neural Network Model	10
Impact of Factors Influencing Cyber Threats on Autonomous Vehicles	9
Dynamic Educational Recommender System Based on Improved Recurrent Neural Networks Using Attention Technique	9
Artificial Intelligence-Based Image Classification Techniques for Hydrologic Applications	9
Exploring Internet Meme Activity during COVID-19 Lockdown Using Artificial Intelligence Techniques	9
Customer Mobile Behavioral Segmentation and Analysis in Telecom Using Machine Learning	9
A greenhouse modeling and control using deep neural networks	9
A study on the evaluation of tokenizer performance in natural language processing	9
Semi-Supervised Self-Training of Hate and Offensive Speech from Social Media	9
Development and Evaluation of an Attendance Tracking System Using Smartphones with GPS and NFC	9
Predicting Semantic Categories in Text Based on Knowledge Graph Combined with Machine Learning Techniques	9
Improving Recurrence Prediction Accuracy of Ovarian Cancer Using Multi-phase Feature Selection Methodology	9
Horse Herd Optimization Algorithm for Fuel Constrained Day-ahead Scheduling of Isolated Nanogrid	9
Swarm Intelligence-Based Feature Selection for Amphetamine-Type Stimulants (ATS) Drug 3D Molecular Structure Classification	8
Deciding Heavy Metal Levels in Soil Based on Various Ecological Information through Artificial Intelligence Modeling	8
Semantics Analysis of Agricultural Experts’ Opinions for Crop Productivity through Machine Learning	8
A Review Helpfulness Modeling Mechanism for Online E-commerce: Multi-Channel CNN End‑to‑End Approach	8
Can Artificial Intelligence Boost Employment in Service Industries? Empirical Analysis Based on China	8
Strip Steel Defect Classification Using the Improved GAN and EfficientNet	8
Deep Learning: Parameter Optimization Using Proposed Novel Hybrid Bees Bayesian Convolutional Neural Network	8
Credit Card Fraud Detection with Automated Machine Learning Systems	8
Contextual Bandit Approach-based Recommendation System for Personalized Web-based Services	7
Tracking the Wings of Covid-19 by Modeling Adaptability with Open Mobility Data	7
Missing Data Analysis in Regression	7
A Reinforcement Learning Based Decision Support Tool for Epidemic Control: Validation Study for COVID-19	7
A New Spatio-Temporal Neural Network Approach for Traffic Accident Forecasting	7
Neural Network Architecture Selection Using Particle Swarm Optimization Technique	7
Hand Gesture Recognition of Methods-Time Measurement-1 Motions in Manual Assembly Tasks Using Graph Convolutional Networks	7
Estimating the England Premier League Ranking with Artificial Neural Network	7
Anomaly Detection Model for Predicting Hard Disk Drive Failures	7
An Enhanced GWO Algorithm with Improved Explorative Search Capability for Global Optimization and Data Clustering	7
Statistical analysis of infrared thermogram for CNN-based electrical equipment identification methods	7
Feature Selection for Supervised Learning and Compression	7
Parsing AUC Result-Figures in Machine Learning Specific Scholarly Documents for Semantically-enriched Summarization	7
Bi-Directional CNN-RNN Architecture with Group-Wise Enhancement and Attention Mechanisms for Cryptocurrency Sentiment Analysis	7
Biometric Authentication from Photic Stimulated EEG Records	7
Modeling and Analysis of Hadoop MapReduce Systems for Big Data Using Petri Nets	7
Smart Control of Home Appliances Using Hand Gesture Recognition in an IoT-Enabled System	7
Circular Economy Model for Elderly Tourism Operation Based on Multi-source Heterogeneous Data Integration	7
Contexts and Context-awareness Revisited from an Intelligent Environments Perspective	7
Agricultural products price prediction based on improved RBF neural network model	7
A Comparative Study of Artificial Intelligence Models for Predicting Interior Illuminance	7