OOIR: Observatory of International Research

Papers

(The TQCC of ICT Express is 9. 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
The effect of batch size on the generalizability of the convolutional neural networks on a histopathology dataset	267
Analysis of the main consensus protocols of blockchain	198
A comparison of machine learning algorithms for diabetes prediction	160
Breast cancer detection by leveraging Machine Learning	131
A survey of IoT malware and detection methods based on static features	118
The role of 5G for digital healthcare against COVID-19 pandemic: Opportunities and challenges	117
A Review on Fog Computing: Architecture, Fog with IoT, Algorithms and Research Challenges	112
Permissioned blockchain frameworks in the industry: A comparison	92
Feature selection for intrusion detection system in Internet-of-Things (IoT)	80
An optimized technique for copy–move forgery localization using statistical features	78
A hybrid algorithm for lung cancer classification using SVM and Neural Networks	76
Unsupervised log message anomaly detection	64
Key management for blockchain technology	64
Improving Data Quality of Low-cost IoT Sensors in Environmental Monitoring Networks Using Data Fusion and Machine Learning Approach	63
Driving forces for Multi-Access Edge Computing (MEC) IoT integration in 5G	61
An algorithm and method for sentiment analysis using the text and emoticon	56
Blockchain and central bank digital currency	56
Edge computational task offloading scheme using reinforcement learning for IIoT scenario	54
Identifying machine learning techniques for classification of target advertising	50
Towards 6G Internet of Things: Recent advances, use cases, and open challenges	49
Digitization of healthcare sector: A study on privacy and security concerns	49
The Xception model: A potential feature extractor in breast cancer histology images classification	49
A comparative study of classification and prediction of Cardio-Vascular Diseases (CVD) using Machine Learning and Deep Learning techniques	48
A Deep Long Short-Term Memory based classifier for Wireless Intrusion Detection System	44
Ransomware Detection using Random Forest Technique	43

Environment indoor air quality assessment using fuzzy inference system	43
Sentiment analysis of malayalam tweets using machine learning techniques	42
Detection of fake news using deep learning CNN–RNN based methods	42
Distributed deep reinforcement learning for autonomous aerial eVTOL mobility in drone taxi applications	38
DFU_SPNet: A stacked parallel convolution layers based CNN to improve Diabetic Foot Ulcer classification	36
Uniting cyber security and machine learning: Advantages, challenges and future research	34
Real-time license plate detection for non-helmeted motorcyclist using YOLO	33
A vision on the artificial intelligence for 6G communication	32
Intrusion detection for network based cloud computing by custom RC-NN and optimization	31
PSI-rooted subgraph: A novel feature for IoT botnet detection using classifier algorithms	30
An efficient feature reduction method for the detection of DoS attack	29
Real-time Bhutanese license plate localization using YOLO	29
Hockey activity recognition using pre-trained deep learning model	28
BLOSOM: BLOckchain technology for Security Of Medical records	28
Deep transductive transfer learning framework for zero-day attack detection	27
Disturbed-entropy: A simple data quality assessment approach	27
Artificial Intelligence outflanks all other machine learning classifiers in Network Intrusion Detection System on the realistic cyber dataset CSE-CIC-IDS2018 using cloud computing	26
Supervised ECG wave segmentation using convolutional LSTM	26
A Novel Fuzzy C-Means based Chameleon Swarm Algorithm for Segmentation and Progressive Neural Architecture Search for Plant Disease Classification	26
Utilization of mobile edge computing on the Internet of Medical Things: A survey	25
Cross validation methods: Analysis based on diagnostics of thyroid cancer metastasis	25
A deep learning based HTTP slow DoS classification approach using flow data	25
AgriOnBlock: Secured data harvesting for agriculture sector using blockchain technology	25
Implementing action mask in proximal policy optimization (PPO) algorithm	24
Deep learning for radio propagation: Using image-driven regression to estimate path loss in urban areas	24
FSO as backhaul and energizer for drone-assisted mobile access networks	23
A sensor fusion system with thermal infrared camera and LiDAR for autonomous vehicles and deep learning based object detection	23
Accurate detecting concept drift in evolving data streams	22
Developmental dyslexia detection using machine learning techniques : A survey	22
Utilizing machine learning on freight transportation and logistics applications: A review	21
A Bayesian probability model for Android malware detection	21
A machine learning approach for detecting and tracking road boundary lanes	21
Retinal disease identification using upgraded CLAHE filter and transfer convolution neural network	21
Deep learning based detection and localization of road accidents from traffic surveillance videos	20
Enabling technologies for AI empowered 6G massive radio access networks	20
Securing biometric authentication system using blockchain	19
Cloud task scheduling using enhanced sunflower optimization algorithm	19
Big data analytics in health care by data mining and classification techniques	19
Perspectives on 6G wireless communications	18
Evaluation of the machine learning classifier in wafer defects classification	18
Novel hyper-tuned ensemble Random Forest algorithm for the detection of false basic safety messages in Internet of Vehicles	17
Design of a fingerprint template protection scheme using elliptical structures	17
Influence of random topology in artificial neural networks: A survey	17
A Deep Gated Recurrent Unit based model for wireless intrusion detection system	17
Real-time Bhutanese Sign Language digits recognition system using Convolutional Neural Network	17
Peer-to-peer trust management in intelligent transportation system: An Aumann’s agreement theorem based approach	17
D-LIA: Dynamic congestion control algorithm for MPTCP	16
Fusion of visible and infrared image via compressive sensing using convolutional sparse representation	16
A compression strategy to accelerate LSTM meta-learning on FPGA	16
Autocorrelation of gradients based violence detection in surveillance videos	16

Edge AI prospect using the NeuroEdge computing system: Introducing a novel neuromorphic technology	16
The classification of EEG-based wink signals: A CWT-Transfer Learning pipeline	15
Simulation-based prediction for 5G mobile adoption	15
A light-weight dynamic ontology for Internet of Things using machine learning technique	15
An Enhanced Energy Efficient Lightweight Cryptography Method for various IoT devices	14
Effective heterogeneous ensemble classification: An alternative approach for selecting base classifiers	14
HADR: A Hybrid Adaptive Data Rate in LoRaWAN for Internet of Things	14
Intelligent coordinated self-optimizing handover scheme for 4G/5G heterogeneous networks	14
Mitigation of nonlinearities in analog radio over fiber links using machine learning approach	13
An efficient parallel machine learning-based blockchain framework	13
Integration of context awareness in Internet of Agricultural Things	13
Self-gated rectified linear unit for performance improvement of deep neural networks	13
Human activity recognition based on wrist PPG via the ensemble method	12
Automatic Smart Contract generation for Internet of Media Things	12
LSTM-based throughput prediction for LTE networks	12
Combining transformer and CNN for object detection in UAV imagery	12
MAT-AGCA: Multi Augmentation Technique on small dataset for Balinese character recognition using Convolutional Neural Network	12
BrainyEdge: An AI-enabled framework for IoT edge computing	12
A group preference-based privacy-preserving POI recommender system	12
Compressive sensing based PAPR reduction in OFDM systems: Modified orthogonal matching pursuit approach	12
Enhancing sentiment classification performance using hybrid Query Expansion Ranking and Binary Particle Swarm Optimization with Adaptive Inertia Weights	11
Single trace side-channel attack on key reconciliation in quantum key distribution system and its efficient countermeasures	11
Electromagnetic machine learning for estimation and mitigation of mutual coupling in strongly coupled arrays	11
The role of vehicular applications in the design of future 6G infrastructures	11
DQ: Two approaches to measure the degree of decentralization of blockchain	11
A novel optimized routing algorithm for QoS traffic engineering in SDN-based mobile networks	11
Quantum distributed deep learning architectures: Models, discussions, and applications	11
BlockHealth: Blockchain-based secure and peer-to-peer health information sharing with data protection and right to be forgotten	11
Dysarthric-speech detection using transfer learning with convolutional neural networks	11
On the effect of shadowing correlation and pilot assignment on hybrid precoding performance for cell-free mmWave massive MIMO UDN system	11
Mathematical models of the information interaction process in 5G-IoT ecosystem: Different functional scenarios	11
Adaptive rule: A novel framework for recommender system	11
Minimizing false positive rate for DoS attack detection: A hybrid SDN-based approach	10
An optimal location strategy for multiple drone base stations in massive MIMO	10
Particle Swarm Optimization-based dummy sub-carriers insertion for peak to average power ratio reduction in OFDM systems	10
Deep Q-learning-based resource allocation for solar-powered users in cognitive radio networks	10
DOA estimation of multiple non-coherent and coherent signals using element transposition of covariance matrix	10
Vehicles communications handover in 5G: A survey	10
Cryptanalysis of a Pairing-free Certificateless Signcryption scheme	10
Implementation of four kriging models for depth inpainting	10
A survey on UAV placement and trajectory optimization in communication networks: From the perspective of air-to-ground channel models	10
CNN-32DC: An improved radar-based drone recognition system based on Convolutional Neural Network	10
Improving emergency response in the era of ADAS vehicles in the Smart City	9
Information-theoretic privacy in federated submodel learning	9
Reinforcement learning for QoS-guaranteed intelligent routing in Wireless Mesh Networks with heavy traffic load	9
MU-MIMO enabled uplink OFDMA MAC protocol in dense IEEE 802.11ax WLANs	9
Deep reinforcement learning-based model-free path planning and collision avoidance for UAVs: A soft actor–critic with hindsight experience replay approach	9
An improved backtracking search optimization algorithm for cubic metric reduction of OFDM signals	9
Cyberattack detection model using community detection and text analysis on social media	9
A high-precision feature extraction network of fatigue speech from air traffic controller radiotelephony based on improved deep learning	9