OOIR: Observatory of International Research

Papers

(The median citation count of Information Technology and Control is 1. 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 2020-06-01 to 2024-06-01.)

Article	Citations
Convolutional-Neural-Network Assisted Segmentation and SVM Classification of Brain Tumor in Clinical MRI Slices	42
A Deep Transfer Learning Based Architecture for Brain Tumor Classification Using MR Images	25
Lion Based Butterfly Optimization with Improved YOLO-v4 for Heart Disease Prediction Using IoMT	20
A Fuzzy Logic Path Planning Algorithm Based on Geometric Landmarks and Kinetic Constraints	18
Deep Learning based Semantic Similarity Detection using Text Data	14
Alzheimer’s Disease Segmentation and Classification on MRI Brain Images Using Enhanced Expectation Maximization Adaptive Histogram (EEM-AH) and Machine Learning.	14
Cloud-Based Multi-Robot Path Planning in Complex and Crowded Environment Using Fuzzy Logic and Online Learning	13
C-DRM: Coalesced P-TOPSIS Entropy Technique addressing Uncertainty in Cloud Service Selection	12
Abnormal Human Behavior Detection in Videos: A Review	11
Multi-object Recognition Method Based on Improved YOLOv2 Model	11
Max-Min Processors Scheduling	10
A Neutrosophic Set Approach on Chest X-rays for Automatic Lung Infection Detection	10
Application of Deep Reinforcement Learning for Tracking Control of 3WD Omnidirectional Mobile Robot	10
A New Approach for Missing Data Imputation in Big Data Interface	9
A Hybrid Efficient Distributed Clustering Algorithm Based Intrusion Detection System to Enhance Security in MANET	9
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
An Efficient Technique for Disease Prediction by Using Enhanced Machine Learning Algorithms for Categorical Medical Dataset	9
Recognition of Human Inner Emotion Based on Two-Stage FCA-ReliefF Feature Optimization	8
Leakage-Resilient Outsourced Revocable Certificateless Signature with a Cloud Revocation Server	8
A Comprehensive Review of Deep Learning Techniques for the Detection of (Distributed) Denial of Service Attacks	8
Dual-Layer Deep Ensemble Techniques for Classifying Heart Disease	8
Homophobic and Hate Speech Detection Using Multilingual-BERT Model on Turkish Social Media	8
Part-of-Speech Tagging via Deep Neural Networks for Northern-Ethiopic Languages	8
A Hotel Recommender System Based on Multi-Criteria Collaborative Filtering	8

Black Hole Attack Prevention in Mobile Ad-hoc Network (MANET) using Ant Colony Optimization Technique	8
Automatic Text Summarization Using Deep Reinforcement Learning and Beyond	8
Human Detection Algorithm Based on Improved YOLO v4	8
Feature Selection Using Improved Forest Optimization Algorithm	7
BERT-based Transfer Learning Model for COVID-19 Sentiment Analysis on Turkish Instagram Comments	7
Four-classes Human Emotion Recognition Via Entropy Characteristic and Random Forest。	7
Deep Learning Methods in Short-Term Traffic Prediction: A Survey	7
Decision Tree with Pearson Correlation-based Recursive Feature Elimination Model for Attack Detection in IoT Environment	7
Neural Network-based System for Automatic Passport Stamp Classification	6
Breast Cancer Prognosis Based on Transfer Learning Techniques in Deep Neural Networks	6
A Data Mining Technique to Improve Configuration Prioritization Framework for Component-Based Systems: An Empirical Study	6
Unsupervised Text Feature Learning via Deep Variational Auto-encoder	6
Development of Proposed Ensemble Model for Spam e-mail Classification	6
An API-first methodology for designing a microservice-based Backend as a Service platform	6
GATSum: Graph-Based Topic-Aware Abstract Text Summarization	5
Big Data Full-Text Search Index Minimization Using Text Summarization	5
Improved Detection of Malicious Domain Names Using Gradient Boosted Machines and Feature Engineering	5
A Symmetric Key Multiple Color Image Cipher Based on Cellular Automata, Chaos Theory and Image Mixing	5
Application of Fuzzy Pushdown Automaton on Prediction of Quality Control for Spinning Yarn	5
WIP Vehicle Control Method Based on Improved Artificial Potential Field Subject to Multi-obstacle Environment	5
EECCRN: Energy Enhancement with CSS Approach Using Q-Learning and Coalition Game Modelling in CRN	5
LDAB-GPSR: Location PreDiction with Adaptive Beaconing – Greedy Perimeter Stateless Routing Protocol for Mobile Ad Hoc Networks	5
Kalman Filter based Newton Extremum Seeking Control for Maximum Gases Production Rates of Anaerobic Digestion Process	5
Improved Feature Representation Using Collaborative Network for Cross-Domain Sentiment Analysis	4
Classification for Fruit Fly Images Using Convolutional Neural Networks	4
Ransomware Detection Based On Opcode Behavior Using K-Nearest Neighbors Algorithm	4
A Meminductor-based Chaotic System	4
A GF-3 SAR Image Dataset of Road Segmentation	4
HybDeepNet: A Hybrid Deep Learning Model for Detecting Cardiac Arrhythmia from ECG Signals	4
A Novel Density-based Technique for Outlier Detection of High Dimensional Data Utilizing Full Feature Space	4
COVID-19 Information Sharing with Blockchain	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
A Comprehensive Study of Learning Approaches for Author Gender Identification	4
Mining Approximate Frequent Itemsets Using Pattern Growth Approach	4
Energy-Aware and Proactive Host Load Detection in Virtual Machine Consolidation	4
Particle Swarm Optimization Method Combined with off Policy Reinforcement Learning Algorithm for the Discovery of High Utility Itemset	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
Adaptive density peak clustering based on dimensional-free and reverse k-nearest neighbors	4
Nested Two-Layer RGB Based Reversible Image Steganography Method	3
Optimal Trained Deep Learning Model for Breast Cancer Segmentation and Classification	3
Brain Computer Interface Based on Motor Imagery for Mechanical Arm Grasp Control	3
One Solution of Extension of Mel-Frequency Cepstral Coefficients Feature Vector for Automatic Speaker Recognition	3
Movie Aspects Identification Model for Aspect Based Sentiment Analysis	3
An Intelligent Human Age Prediction from Face Image Framework Based on Deep Learning Algorithms	3
Lane Line Extraction in Raining Weather Images by Ridge Edge Detection with Improved MSR and Hessian Matrix	3
New Product Information Diffusion in Firm–Hosted Online Communities Based on User Influence	3
Least Squares Support Vector Machine Regression Based on Sparse Samples and Mixture Kernel Learning	3
On Improving Reliability in Multicast Routing Protocol for Wireless Sensor Network	3

Novel Machine Learning for Human Actions Classification Using Histogram of Oriented Gradients and Sparse Representation	3
Constraint-aware Policy Optimization to Solve the Vehicle Routing Problem with Time Windows	3
Novel Algorithm for Agent Navigation Based on Intrinsic Motivation Due to Boredom	3
Cost-Effective Watermarking Scheme for Authentication of Digital Fundus Images in Healthcare Data Management	3
Finite-Time Consensus Using an Adaptive Terminal Sliding Mode Control Subjected to Input Saturation	3
A Graph Convolution Network Based on Improved Density Clustering for Recommendation System	3
Ensembling Scale Invariant and Multiresolution Gabor Scores for Palm Vein Identification	3
A New Range-based Breast Cancer Prediction Model Using the Bayes' Theorem and Ensemble Learning	2
Distributed Iterative Learning Formation control for Nonholonomic Multiple Wheeled Mobile Robots with Channel Noise	2
Predictive Model for Heart Disease Diagnosis Based on Multinomial Logistic Regression	2
Variational Mode Decomposition-based Synchronous Multi-Frequency Electrical Impedance Tomography	2
Revocable Certificateless Public Key Encryption with Equality Test	2
Texture Image Analysis for Larger Lattice Structure using Orthogonal Polynomial framework	2
Synthetic-Aperture Radar Image Despeckling based on Improved Non-Local Means and Non-Subsampled Shearlet Transform	2
Lightweight Deeplearning Method for Multi-vehicle Object Recognition	2
A Two-Step Unsupervised Learning Approach to Diagnose Machine Fault Using Big Data	2
A New Sentiment and Fuzzy Aware Product Recommendation System Using Weighted Aquila Optimization and GRNN in e-Commerce	2
Heart Diseases Diagnosis Using Chaotic Harris Hawk Optimization with E-CNN for IoMT Framework	2
Image Feature Fusion Method Based on Edge Detection	2
Optimized Deep Learning Model Using Modified Whale’s Optimization Algorithm for EEG Signal Classification	2
Text Document Clustering Approach by Improved Sine Cosine Algorithm	2
Deep Learning Based Cardiovascular Disease Risk Factor Prediction Among Type 2 Diabetes Mellitus Patients	2
STATISTICAL MARKOV MODEL BASED NATURAL INSPIRED GLOWWORM SWARM MULTI-OBJECTIVE OPTIMIZATION FOR ENERGY EFFICIENT DATA DELIVERY IN MANET	2
Automatic Repair of Java Programs with Mixed Granularity and Variable Mapping	2
A Step Toward an Automatic Handwritten Homework Grading System for Mathematics	2
Trusted Sensing Model for Mobile Ad HoC Network Using Differential Evolution Algorithm	2
Parallel Convolutional Neural Networks and Transfer Learning for Classifying Landforms in Satellite Images	2
Adaptive Context-Embedded Hypergraph Convolutional Network for Session-based Recommendation	2
Semantics Based Clustering through Cover-Kmeans with OntoVsm for Information Retrieval	2
Forecasting Secondhand Tanker Price Through Wavelet Neural Networks Based on Adaptive Genetic Algorithm	2
Polycystic Ovary Cyst Segmentation Using Adaptive K-means with Reptile Search Algorith	2
Modified Block Compressed Sensing for Extraction of Fetal Electrocardiogram from Mother Electrocardiogram Using Block Compressed Sensing Based Guided FOCUSS and FAST-Independent Component	2
Heart Disease Prognosis Using D-GRU with Logistic Chaos Honey Badger Optimization in IoMT Framework	2
Wire Rope Weak Defect Signal Processing Methods Based on Improved SVD and Phase Space Reconstruction	1
Prediction of Arterial Stiffness Risk in Diabetes Patients through Pulse Wave Velocity and Deep Learning Techniques	1
Integrated Embedding Approach for Knowledge Base Completion with CNN	1
Secured Color Image Compression based on Compressive Sampling and Lü System	1
Lane Detection with Deep Learning: Methods and Datasets	1
Crop Information Retrieval Framework Based on LDW-Ontology and SNM-BERT Techniques	1
Optimized Traffic Grooming through modified PSO based Iterative Hungarian algorithm in Optical Networks	1
Applying Semantic Role Labeling and Spreading Activation Techniques for Semantic Information Retrieval	1
A Multi-Channel Text Sentiment Analysis Model Integrating Pre-training Mechanism	1
A study of supervised combined neural-network-based ultrasonic method for reconstruction of spatial distribution of material properties	1
Hash Functions and GPU Algorithm of Infinite Grid Method for Contact Search	1
Image Segmentation Combining Pulse Coupled Neural Network and Adaptive Glowworm Algorithm	1
A Novel Approach for Synchronizing of Fractional Order Uncertain Chaotic Systems in the Presence of Unknown Time-Variant Delay and Disturbance	1
Relation-Aware Weighted Embedding for Heterogeneous Graphs	1
An Aspect-Category-Opinion-Sentiment Quadruple Extraction with Distance Information for Implicit Sentiment Analysis	1
SSTP: Stock Sector Trend Prediction with Temporal-Spatial Network	1
Analysis of Cryptography Algorithms Implemented in Android Mobile Application	1
A Neighborhood Based Particle Swarm Optimization with Sine Co-sine Mutation Operator for Feature Selection	1
Visibility Restoration Using Generalized Haze-Lines	1
Automatic Transliteration of Polish and English Proper Nouns into Lithuanian	1
Brightness Compensation for GF-3 SAR Images Based on Cycle-Consistent Adversarial Networks	1
Congestion-Preventing Routing and Charging Scheduling Mechanism for Electric Vehicles in Dense Urban Areas	1
A Two-stage Strategy to Optimize Energy Consumption for Latency-critical Workload under QoS Constraint	1
Fuzzy Comprehensive Random Early Detection of Router Congestion	1
Model construction of big data asset management system for digital power grid regulation	1
Dual Attention Aware Octave Convolution Network for Early-Stage Alzheimer's Disease Detection	1
Face Positioned Driver Drowsiness Detection Using Multistage Adaptive 3D Convolutional Neural Network	1
An Approximation of Bézier Curves by a Sequence of Circular Arcs	1
Automatic Repair of Java Programs Weighted Fusion Similarity via Genetic Programming	1
Security in Medical Image Management Using Ant Colony Optimization	1
A Quantitative Approach to Analyze Modifiability in Software Architectural Design of Agile Application Systems	1
Multichannel Correlation Clustering Target Detection	1
Data Analytics and Reporting API – A Reliable Tool for Data Visualization and Predictive Analysis	1
A Stopping Criterion for the Training Process of the Specific Signal Generator	1
Improved Smart Healthcare System of Cloud-Based IoT Framework for the Prediction of Heart Disease	1
Protest Event Analysis: A New Method Based on Twitter’s User Behaviors	1
Fractals analysis and control for a kind of three-species ecosystem with symmetrical coupled predatory behavior	1
Design and Implementation of a Self-Learner Smart Home System Using Machine Learning Algorithms	1
Energy Allocation for Stochastic Event Detection in Rechargeable Sensor Networks	1
Deep Convolutional Generative Adversarial Networks for Automated Segmentation and Detection of Lung Adenocarcinoma Using Red Deer Optimization Algorithm	1
Pepper Target Recognition and Detection Based on Improved YOLO v4	1
DLIQ: A Deterministic Finite Automaton Learning Algorithm through Inverse Queries	1
Liver Lesion Detection Using Semantic Segmentation and Chaotic Cuckoo Search Algorithm	1