OOIR: Observatory of International Research

Papers

(The TQCC of Information Technology and Control is 4. 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 2020-04-01 to 2024-04-01.)

Article	Citations
Convolutional-Neural-Network Assisted Segmentation and SVM Classification of Brain Tumor in Clinical MRI Slices	40
A Deep Transfer Learning Based Architecture for Brain Tumor Classification Using MR Images	24
Lion Based Butterfly Optimization with Improved YOLO-v4 for Heart Disease Prediction Using IoMT	17
Deep Learning based Semantic Similarity Detection using Text Data	14
Cloud-Based Multi-Robot Path Planning in Complex and Crowded Environment Using Fuzzy Logic and Online Learning	12
C-DRM: Coalesced P-TOPSIS Entropy Technique addressing Uncertainty in Cloud Service Selection	11
Alzheimer’s Disease Segmentation and Classification on MRI Brain Images Using Enhanced Expectation Maximization Adaptive Histogram (EEM-AH) and Machine Learning.	11
Application of Deep Reinforcement Learning for Tracking Control of 3WD Omnidirectional Mobile Robot	10
Max-Min Processors Scheduling	10
A Neutrosophic Set Approach on Chest X-rays for Automatic Lung Infection Detection	10
A Pointer Neural Network for the Vehicle Routing Problem with Task Priority and Limited Resources	9
Optimal search and rescue route design using an improved ant colony optimization	9
A Fuzzy Logic Path Planning Algorithm Based on Geometric Landmarks and Kinetic Constraints	9
A New Approach for Missing Data Imputation in Big Data Interface	9
Multi-object Recognition Method Based on Improved YOLOv2 Model	9
Abnormal Human Behavior Detection in Videos: A Review	9
Leakage-Resilient Outsourced Revocable Certificateless Signature with a Cloud Revocation Server	8
Part-of-Speech Tagging via Deep Neural Networks for Northern-Ethiopic Languages	8
Black Hole Attack Prevention in Mobile Ad-hoc Network (MANET) using Ant Colony Optimization Technique	8
Dual-Layer Deep Ensemble Techniques for Classifying Heart Disease	8
Recognition of Human Inner Emotion Based on Two-Stage FCA-ReliefF Feature Optimization	7
Feature Selection Using Improved Forest Optimization Algorithm	7
An Efficient Technique for Disease Prediction by Using Enhanced Machine Learning Algorithms for Categorical Medical Dataset	7
BERT-based Transfer Learning Model for COVID-19 Sentiment Analysis on Turkish Instagram Comments	7
Automatic Text Summarization Using Deep Reinforcement Learning and Beyond	7

A Hotel Recommender System Based on Multi-Criteria Collaborative Filtering	7
Homophobic and Hate Speech Detection Using Multilingual-BERT Model on Turkish Social Media	7
A Comprehensive Review of Deep Learning Techniques for the Detection of (Distributed) Denial of Service Attacks	7
Deep Learning Methods in Short-Term Traffic Prediction: A Survey	6
Four-classes Human Emotion Recognition Via Entropy Characteristic and Random Forest。	6
Neural Network-based System for Automatic Passport Stamp Classification	6
Human Detection Algorithm Based on Improved YOLO v4	6
A Hybrid Efficient Distributed Clustering Algorithm Based Intrusion Detection System to Enhance Security in MANET	6
A Data Mining Technique to Improve Configuration Prioritization Framework for Component-Based Systems: An Empirical Study	6
An API-first methodology for designing a microservice-based Backend as a Service platform	6
Application of Fuzzy Pushdown Automaton on Prediction of Quality Control for Spinning Yarn	5
Kalman Filter based Newton Extremum Seeking Control for Maximum Gases Production Rates of Anaerobic Digestion Process	5
LDAB-GPSR: Location PreDiction with Adaptive Beaconing – Greedy Perimeter Stateless Routing Protocol for Mobile Ad Hoc Networks	5
Unsupervised Text Feature Learning via Deep Variational Auto-encoder	5
GATSum: Graph-Based Topic-Aware Abstract Text Summarization	5
Decision Tree with Pearson Correlation-based Recursive Feature Elimination Model for Attack Detection in IoT Environment	5
Breast Cancer Prognosis Based on Transfer Learning Techniques in Deep Neural Networks	4
Energy-Aware and Proactive Host Load Detection in Virtual Machine Consolidation	4
Classification for Fruit Fly Images Using Convolutional Neural Networks	4
Deep Learning for Forgery Face Detection Using Fuzzy Fisher Capsule Dual Graph	4
A Prioritization Approach for Regression Test Cases Based on a Revised Genetic Algorithm	4
Development of Proposed Ensemble Model for Spam e-mail Classification	4
WIP Vehicle Control Method Based on Improved Artificial Potential Field Subject to Multi-obstacle Environment	4
Mining Approximate Frequent Itemsets Using Pattern Growth Approach	4
EECCRN: Energy Enhancement with CSS Approach Using Q-Learning and Coalition Game Modelling in CRN	4
COVID-19 Information Sharing with Blockchain	4
Ransomware Detection Based On Opcode Behavior Using K-Nearest Neighbors Algorithm	4
A GF-3 SAR Image Dataset of Road Segmentation	4
Adaptive density peak clustering based on dimensional-free and reverse k-nearest neighbors	4
A Novel Density-based Technique for Outlier Detection of High Dimensional Data Utilizing Full Feature Space	4
A Symmetric Key Multiple Color Image Cipher Based on Cellular Automata, Chaos Theory and Image Mixing	4
Reliable Multipath Flow for Link Failure Recovery in 5G Networks Using SDN Paradigm	4
A New Multi-stage Secret Sharing Scheme for Hierarchical Access Structure with Existential Quantifier	4
Improved Detection of Malicious Domain Names Using Gradient Boosted Machines and Feature Engineering	4