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 2020-05-01 to 2024-05-01.)

Article	Citations
A Survey on Deep Learning-based Architectures for Semantic Segmentation on 2D Images	79
Deep Learning Based Steel Pipe Weld Defect Detection	57
Systematic Review of Computing Approaches for Breast Cancer Detection Based Computer Aided Diagnosis Using Mammogram Images	53
Transfer Learning-Based Framework for Classification of Pest in Tomato Plants	48
Energy Optimization for Smart Cities Using IoT	48
Artificial Neural Networks for Educational Data Mining in Higher Education: A Systematic Literature Review	39
Initial Stage COVID-19 Detection System Based on Patients’ Symptoms and Chest X-Ray Images	39
Hybrid Deep Learning-based Models for Crop Yield Prediction	39
The Emerging Threat of Ai-driven Cyber Attacks: A Review	37
Automatic Detection of Oil Palm Tree from UAV Images Based on the Deep Learning Method	37
General Learning Equilibrium Optimizer: A New Feature Selection Method for Biological Data Classification	36
Deep Learning Based Wheat Crop Yield Prediction Model in Punjab Region of North India	36
A Modified Grey Wolf Optimizer Based Data Clustering Algorithm	35
Artificial Intelligence and Human Resources Management: A Bibliometric Analysis	34
A Novel Data Augmentation Convolutional Neural Network for Detecting Malaria Parasite in Blood Smear Images	33
A Review of Deep Learning-based Human Activity Recognition on Benchmark Video Datasets	31
A Novel Machine Learning Based Framework for Detection of Autism Spectrum Disorder (ASD)	31
Time Series Forecasting of Price of Agricultural Products Using Hybrid Methods	27
Brain Tumor Classification Based on Hybrid Optimized Multi-features Analysis Using Magnetic Resonance Imaging Dataset	26
A Novel Method for SoH Prediction of Batteries Based on Stacked LSTM with Quick Charge Data	25
Transfer Learning Models for Land Cover and Land Use Classification in Remote Sensing Image	25
Automatic Speech Recognition Using Limited Vocabulary: A Survey	20
BERT-Log: Anomaly Detection for System Logs Based on Pre-trained Language Model	18
Stock Market Prediction of NIFTY 50 Index Applying Machine Learning Techniques	18
Deep Learning Approach for Aspect-Based Sentiment Classification: A Comparative Review	18

Detection of Hate Speech using BERT and Hate Speech Word Embedding with Deep Model	18
An Evolutionary Multi-objective Optimization Technique to Deploy the IoT Services in Fog-enabled Networks: An Autonomous Approach	18
Short-term Demand Forecasting for Online Car-hailing Services Using Recurrent Neural Networks	18
Automatic Diagnosis of Attention Deficit Hyperactivity Disorder Using Machine Learning	17
Prediction in Traffic Accident Duration Based on Heterogeneous Ensemble Learning	17
Enterprise AI Canvas Integrating Artificial Intelligence into Business	17
Multimodal Sentiment Analysis Using Multi-tensor Fusion Network with Cross-modal Modeling	16
Image Aesthetics Assessment Based on Multi-stream CNN Architecture and Saliency Features	16
A Novel Basketball Result Prediction Model Using a Concurrent Neuro-Fuzzy System	16
Machine Learning Based Power Estimation for CMOS VLSI Circuits	16
Time Series Analysis of Land Surface Temperature and Drivers of Urban Heat Island Effect Based on Remotely Sensed Data to Develop a Prediction Model	15
Segmentation of Tuta Absoluta’s Damage on Tomato Plants: A Computer Vision Approach	15
Classification of Customer Reviews Using Machine Learning Algorithms	15
Constrained Clustering for the Capacitated Vehicle Routing Problem (CC-CVRP)	15
Wind Speed Predictability Accuracy with Height Using LiDAR Based Measurements and Artificial Neural Networks	15
Systematic Review of Financial Distress Identification using Artificial Intelligence Methods	15
Land Usage Identification with Fusion of Thepade SBTC and Sauvola Thresholding Features of Aerial Images Using Ensemble of Machine Learning Algorithms	15
Secure Preschool Education Using Machine Learning and Metaverse Technologies	14
Trust and Distrust based Cross-domain Recommender System	14
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	14
Bayesian Convolutional Neural Network-based Models for Diagnosis of Blood Cancer	14
A Systematic Overview of Android Malware Detection	14
Diversity, Equity, and Inclusion in Artificial Intelligence: An Evaluation of Guidelines	14
Classifier Selection and Ensemble Model for Multi-class Imbalance Learning in Education Grants Prediction	13
A Visual Navigation System for UAV under Diverse Illumination Conditions	13
Anomaly Detection Using Siamese Network with Attention Mechanism for Few-Shot Learning	13
Detection of Compromised Online Social Network Account with an Enhanced Knn	13
A Comparative Assessment of Deep Neural Network Models for Detecting Obstacles in the Real Time Aerial Railway Track Images	12
Smart Cities-Based Improving Atmospheric Particulate Matters Prediction Using Chi-Square Feature Selection Methods by Employing Machine Learning Techniques	12
Effective Context-Aware Recommendations Based on Context Weighting Using Genetic Algorithm and Alleviating Data Sparsity	12
A Comprehensive Artificial Intelligence Based User Intention Assessment Model from Online Reviews and Social Media	12
A Comparative Study of non-deep Learning, Deep Learning, and Ensemble Learning Methods for Sunspot Number Prediction	12
Above-ground Biomass Wheat Estimation: Deep Learning with UAV-based RGB Images	12
A participatory data-centric approach to AI Ethics by Design	12
Bank CRM Optimization Using Predictive Classification Based on the Support Vector Machine Method	12
Intelligent System Utilizing HOG and CNN for Thermal Image-Based Detection of Wild Animals in Nocturnal Periods for Vehicle Safety	11
Predicting the Contribution of Mining Sector to the Gross Domestic Product (GDP) Index Utilizing Heuristic Approaches	11
Developing Classifiers through Machine Learning Algorithms for Student Placement Prediction Based on Academic Performance	11
Deep Learning Approach For Objects Detection in Underwater Pipeline Images	11
A Hybrid Greedy Sine Cosine Algorithm with Differential Evolution for Global Optimization and Cylindricity Error Evaluation	11
Computer Vision Approach for Liver Tumor Classification Using CT Dataset	11
Near Real-time Map Building with Multi-class Image Set Labeling and Classification of Road Conditions Using Convolutional Neural Networks	11
A New Approach for Optimal Sizing of a Grid Connected PV System Using PSO and GA Algorithms: Case of Tunisia	10
Artificial Color Constancy via GoogLeNet with Angular Loss Function	10
Handwritten Digit Classification in Bangla and Hindi Using Deep Learning	10
Predicting stock price movement using a DBN-RNN	10
Combining Clinical Symptoms and Patient Features for Malaria Diagnosis: Machine Learning Approach	10
Fifteen Years of Recommender Systems Research in Higher Education: Current Trends and Future Direction	10
Attack Analysis of Face Recognition Authentication Systems Using Fast Gradient Sign Method	10
A Comparative Study on Performance of SVM and CNN in Tanzania Sign Language Translation Using Image Recognition	10

Automatic Detection of Acute Lymphoblastic Leukemia Using UNET Based Segmentation and Statistical Analysis of Fused Deep Features	10
A Novel Multi-Neural Ensemble Approach for Cancer Diagnosis	10
Optimal Input Variables Disposition of Artificial Neural Networks Models for Enhancing Time Series Forecasting Accuracy	10
Intelligence based Accurate Medium and Long Term Load Forecasting System	9
Dynamic Educational Recommender System Based on Improved Recurrent Neural Networks Using Attention Technique	9
Deep Sentiments Analysis for Roman Urdu Dataset Using Faster Recurrent Convolutional Neural Network Model	9
Dynamic Resource Allocation Using Improved Firefly Optimization Algorithm in Cloud Environment	9
Identifying Significance of Product Features on Customer Satisfaction Recognizing Public Sentiment Polarity: Analysis of Smart Phone Industry Using Machine-Learning Approaches	9
A Novel Method of Curve Fitting Based on Optimized Extreme Learning Machine	9
Human Judges in the Era of Artificial Intelligence: Challenges and Opportunities	9
An Improved Grey Wolves Optimization Algorithm for Dynamic Community Detection and Data Clustering	9
Neural Text Normalization in Speech-to-Text Systems with Rich Features	9
Exploring Internet Meme Activity during COVID-19 Lockdown Using Artificial Intelligence Techniques	9
Comparative Investigation of Learning Algorithms for Image Classification with Small Dataset	8
Improving Tax Audit Efficiency Using Machine Learning: The Role of Taxpayer’s Network Data in Fraud Detection	8
Anomaly Detection on Wind Turbines Based on a Deep Learning Analysis of Vibration Signals	8
An Analysis of Fast Learning Methods for Classifying Forest Cover Types	8
Solution of combined economic and emission dispatch problems of power systems without penalty	8
Cybersecurity Deep: Approaches, Attacks Dataset, and Comparative Study	8
Improving Recurrence Prediction Accuracy of Ovarian Cancer Using Multi-phase Feature Selection Methodology	8
Horse Herd Optimization Algorithm for Fuel Constrained Day-ahead Scheduling of Isolated Nanogrid	8
A Multi-objective Particle Swarm Optimization Based on Pareto Archive for Integrated Production and Distribution Planning in A Green Supply Chain	8
Predicting Semantic Categories in Text Based on Knowledge Graph Combined with Machine Learning Techniques	8
A Hybrid Improved Whale Optimization Algorithm with Support Vector Machine for Short-Term Photovoltaic Power Prediction	8
Detection of Turkish Sign Language Using Deep Learning and Image Processing Methods	8
Deciding Heavy Metal Levels in Soil Based on Various Ecological Information through Artificial Intelligence Modeling	7
The Deep Learning ResNet101 and Ensemble XGBoost Algorithm with Hyperparameters Optimization Accurately Predict the Lung Cancer	7
R-STDP Based Spiking Neural Network for Human Action Recognition	7
A New Spatio-Temporal Neural Network Approach for Traffic Accident Forecasting	7
Swarm Intelligence-Based Feature Selection for Amphetamine-Type Stimulants (ATS) Drug 3D Molecular Structure Classification	7
Automatic Tongue Delineation from MRI Images with a Convolutional Neural Network Approach	7
Energy Efficient Cluster Head Selection in Internet of Things Using Minimum Spanning Tree (EEMST)	7
Tracking the Wings of Covid-19 by Modeling Adaptability with Open Mobility Data	7
A greenhouse modeling and control using deep neural networks	7
Enhanced Model for Predicting Student Dropouts in Developing Countries Using Automated Machine Learning Approach: A Case of Tanzanian’s Secondary Schools	7
Feature Selection Empowered by Self-Inertia Weight Adaptive Particle Swarm Optimization for Text Classification	7
Artificial Intelligence-Based Image Classification Techniques for Hydrologic Applications	7
Can Artificial Intelligence Boost Employment in Service Industries? Empirical Analysis Based on China	7
A Comparative Study of Artificial Intelligence Models for Predicting Interior Illuminance	7
Impact of Factors Influencing Cyber Threats on Autonomous Vehicles	7
Missing Data Analysis in Regression	7
Feature Selection for Supervised Learning and Compression	7
Predicting Calorific Value of Thar Lignite Deposit: A Comparison between Back-propagation Neural Networks (BPNN), Gradient Boosting Trees (GBT), and Multiple Linear Regression (MLR)	7
A Review Helpfulness Modeling Mechanism for Online E-commerce: Multi-Channel CNN End‑to‑End Approach	7