OOIR: Observatory of International Research

Papers

(The TQCC of ICT Express is 10. 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 2020-09-01 to 2024-09-01.)

Article	Citations
The effect of batch size on the generalizability of the convolutional neural networks on a histopathology dataset	306
A comparison of machine learning algorithms for diabetes prediction	199
Breast cancer detection by leveraging Machine Learning	143
A survey of IoT malware and detection methods based on static features	141
A Review on Fog Computing: Architecture, Fog with IoT, Algorithms and Research Challenges	133
The role of 5G for digital healthcare against COVID-19 pandemic: Opportunities and challenges	124
Feature selection for intrusion detection system in Internet-of-Things (IoT)	103
Permissioned blockchain frameworks in the industry: A comparison	102
An optimized technique for copy–move forgery localization using statistical features	98
Digitization of healthcare sector: A study on privacy and security concerns	94
A hybrid algorithm for lung cancer classification using SVM and Neural Networks	93
Towards 6G Internet of Things: Recent advances, use cases, and open challenges	76
Unsupervised log message anomaly detection	74
Improving Data Quality of Low-cost IoT Sensors in Environmental Monitoring Networks Using Data Fusion and Machine Learning Approach	74
Blockchain and central bank digital currency	74
Key management for blockchain technology	72
A comparative study of classification and prediction of Cardio-Vascular Diseases (CVD) using Machine Learning and Deep Learning techniques	72
Driving forces for Multi-Access Edge Computing (MEC) IoT integration in 5G	69
An algorithm and method for sentiment analysis using the text and emoticon	65
Identifying machine learning techniques for classification of target advertising	60
Detection of fake news using deep learning CNN–RNN based methods	59
Edge computational task offloading scheme using reinforcement learning for IIoT scenario	59
The Xception model: A potential feature extractor in breast cancer histology images classification	55
Ransomware Detection using Random Forest Technique	55
Uniting cyber security and machine learning: Advantages, challenges and future research	48

Environment indoor air quality assessment using fuzzy inference system	48
Sentiment analysis of malayalam tweets using machine learning techniques	46
Distributed deep reinforcement learning for autonomous aerial eVTOL mobility in drone taxi applications	45
Intrusion detection for network based cloud computing by custom RC-NN and optimization	44
A vision on the artificial intelligence for 6G communication	43
DFU_SPNet: A stacked parallel convolution layers based CNN to improve Diabetic Foot Ulcer classification	43
Real-time license plate detection for non-helmeted motorcyclist using YOLO	43
Utilization of mobile edge computing on the Internet of Medical Things: A survey	36
A sensor fusion system with thermal infrared camera and LiDAR for autonomous vehicles and deep learning based object detection	35
BLOSOM: BLOckchain technology for Security Of Medical records	35
An efficient feature reduction method for the detection of DoS attack	33
Deep transductive transfer learning framework for zero-day attack detection	32
Deep learning based detection and localization of road accidents from traffic surveillance videos	32
Implementing action mask in proximal policy optimization (PPO) algorithm	31
Utilizing machine learning on freight transportation and logistics applications: A review	31
Disturbed-entropy: A simple data quality assessment approach	31
AgriOnBlock: Secured data harvesting for agriculture sector using blockchain technology	30
Enabling technologies for AI empowered 6G massive radio access networks	30
A Novel Fuzzy C-Means based Chameleon Swarm Algorithm for Segmentation and Progressive Neural Architecture Search for Plant Disease Classification	30
A deep learning based HTTP slow DoS classification approach using flow data	29
Hockey activity recognition using pre-trained deep learning model	29
Developmental dyslexia detection using machine learning techniques : A survey	29
Perspectives on 6G wireless communications	29
Retinal disease identification using upgraded CLAHE filter and transfer convolution neural network	28
Artificial Intelligence outflanks all other machine learning classifiers in Network Intrusion Detection System on the realistic cyber dataset CSE-CIC-IDS2018 using cloud computing	28
Supervised ECG wave segmentation using convolutional LSTM	28
A Bayesian probability model for Android malware detection	27
Cross validation methods: Analysis based on diagnostics of thyroid cancer metastasis	27
Accurate detecting concept drift in evolving data streams	25
Deep learning for radio propagation: Using image-driven regression to estimate path loss in urban areas	25
Cloud task scheduling using enhanced sunflower optimization algorithm	24
A survey on UAV placement and trajectory optimization in communication networks: From the perspective of air-to-ground channel models	24
Real-time Bhutanese Sign Language digits recognition system using Convolutional Neural Network	23
Securing biometric authentication system using blockchain	23
The classification of EEG-based wink signals: A CWT-Transfer Learning pipeline	22
Big data analytics in health care by data mining and classification techniques	21
A machine learning approach for detecting and tracking road boundary lanes	21
Evaluation of the machine learning classifier in wafer defects classification	21
Surgical instrument posture estimation and tracking based on LSTM	20
A Deep Gated Recurrent Unit based model for wireless intrusion detection system	20
Intelligent coordinated self-optimizing handover scheme for 4G/5G heterogeneous networks	20
Autocorrelation of gradients based violence detection in surveillance videos	20
Novel hyper-tuned ensemble Random Forest algorithm for the detection of false basic safety messages in Internet of Vehicles	19
A compression strategy to accelerate LSTM meta-learning on FPGA	19
Deep reinforcement learning-based model-free path planning and collision avoidance for UAVs: A soft actor–critic with hindsight experience replay approach	19
D-LIA: Dynamic congestion control algorithm for MPTCP	19
An Enhanced Energy Efficient Lightweight Cryptography Method for various IoT devices	18
Security of Internet of Things (IoT) using federated learning and deep learning — Recent advancements, issues and prospects	18
Peer-to-peer trust management in intelligent transportation system: An Aumann’s agreement theorem based approach	18
Design of a fingerprint template protection scheme using elliptical structures	18

Quantum distributed deep learning architectures: Models, discussions, and applications	18
Effective heterogeneous ensemble classification: An alternative approach for selecting base classifiers	17
SAR ship detection based on improved YOLOv5 and BiFPN	17
Fusion of visible and infrared image via compressive sensing using convolutional sparse representation	17
Edge AI prospect using the NeuroEdge computing system: Introducing a novel neuromorphic technology	17
HADR: A Hybrid Adaptive Data Rate in LoRaWAN for Internet of Things	17
Self-gated rectified linear unit for performance improvement of deep neural networks	16
A light-weight dynamic ontology for Internet of Things using machine learning technique	16
Enhancing sentiment classification performance using hybrid Query Expansion Ranking and Binary Particle Swarm Optimization with Adaptive Inertia Weights	15
A novel optimized routing algorithm for QoS traffic engineering in SDN-based mobile networks	15
BlockHealth: Blockchain-based secure and peer-to-peer health information sharing with data protection and right to be forgotten	15
Human activity recognition based on wrist PPG via the ensemble method	15
Combining transformer and CNN for object detection in UAV imagery	15
The role of vehicular applications in the design of future 6G infrastructures	15
Dysarthric-speech detection using transfer learning with convolutional neural networks	15
A Bio-inspired VM Migration using Re-initialization and Decomposition Based-Whale Optimization	15
A group preference-based privacy-preserving POI recommender system	14
Electromagnetic machine learning for estimation and mitigation of mutual coupling in strongly coupled arrays	14
LSTM-based throughput prediction for LTE networks	14
Compressive sensing based PAPR reduction in OFDM systems: Modified orthogonal matching pursuit approach	14
Integrating oversampling and ensemble-based machine learning techniques for an imbalanced dataset in dyslexia screening tests	14
Categorization of actions in soccer videos using a combination of transfer learning and Gated Recurrent Unit	14
UAVs-assisted passive source localization using robust TDOA ranging for search and rescue	14
An efficient parallel machine learning-based blockchain framework	14
BrainyEdge: An AI-enabled framework for IoT edge computing	14
Vehicles communications handover in 5G: A survey	13
Mitigation of nonlinearities in analog radio over fiber links using machine learning approach	13
SMSPROTECT: An automatic smishing detection mobile application	13
Reinforcement learning for QoS-guaranteed intelligent routing in Wireless Mesh Networks with heavy traffic load	13
DQ: Two approaches to measure the degree of decentralization of blockchain	13
A high-precision feature extraction network of fatigue speech from air traffic controller radiotelephony based on improved deep learning	13
Quality of experience assessment of calling services in social network	12
Temperature monitoring techniques of power cable joints in underground utility tunnels using a fiber Bragg grating	12
Automatic Smart Contract generation for Internet of Media Things	12
Adaptive rule: A novel framework for recommender system	12
Information-theoretic privacy in federated submodel learning	12
MAT-AGCA: Multi Augmentation Technique on small dataset for Balinese character recognition using Convolutional Neural Network	12
Dew-based offline computing architecture for healthcare IoT	11
Particle Swarm Optimization-based dummy sub-carriers insertion for peak to average power ratio reduction in OFDM systems	11
Single trace side-channel attack on key reconciliation in quantum key distribution system and its efficient countermeasures	11
Blockchain side implementation of Pure Wallet (PW): An offline transaction architecture	11
Effects of co-channel interference on RIS empowered wireless networks amid multiple eavesdropping attempts	11
Edge computing based surveillance framework for real time activity recognition	11
On the effect of shadowing correlation and pilot assignment on hybrid precoding performance for cell-free mmWave massive MIMO UDN system	11
Integration of context awareness in Internet of Agricultural Things	11
Towards 6G: Key technological directions	11
Users emulation attack management in the massive internet of things enabled environment	11
Mathematical models of the information interaction process in 5G-IoT ecosystem: Different functional scenarios	11
A novel study on subjective driver readiness in terms of non-driving related tasks and take-over performance	11
Implementation of four kriging models for depth inpainting	11
Cryptanalysis of a Pairing-free Certificateless Signcryption scheme	10
Generative adversarial networks for unbalanced fetal heart rate signal classification	10
Exploiting an Elitist Barnacles Mating Optimizer implementation for substitution box optimization	10
CNN-32DC: An improved radar-based drone recognition system based on Convolutional Neural Network	10
An optimal location strategy for multiple drone base stations in massive MIMO	10
Deep Q-learning-based resource allocation for solar-powered users in cognitive radio networks	10
Searching similar weather maps using convolutional autoencoder and satellite images	10
Scalability improvement and analysis of permissioned-blockchain	10