OOIR: Observatory of International Research

Papers

(The TQCC of ICT Express is 8. 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 2020-11-01 to 2024-11-01.)

Article	Citations
The effect of batch size on the generalizability of the convolutional neural networks on a histopathology dataset	310
A comparison of machine learning algorithms for diabetes prediction	204
Breast cancer detection by leveraging Machine Learning	145
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	136
The role of 5G for digital healthcare against COVID-19 pandemic: Opportunities and challenges	124
Permissioned blockchain frameworks in the industry: A comparison	107
Feature selection for intrusion detection system in Internet-of-Things (IoT)	103
An optimized technique for copy–move forgery localization using statistical features	99
Digitization of healthcare sector: A study on privacy and security concerns	99
A hybrid algorithm for lung cancer classification using SVM and Neural Networks	98
Towards 6G Internet of Things: Recent advances, use cases, and open challenges	80
Blockchain and central bank digital currency	76
Key management for blockchain technology	74
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
Edge computational task offloading scheme using reinforcement learning for IIoT scenario	60
Detection of fake news using deep learning CNN–RNN based methods	59
Ransomware Detection using Random Forest Technique	58
The Xception model: A potential feature extractor in breast cancer histology images classification	56
Uniting cyber security and machine learning: Advantages, challenges and future research	48
Sentiment analysis of malayalam tweets using machine learning techniques	47
Intrusion detection for network based cloud computing by custom RC-NN and optimization	46
Distributed deep reinforcement learning for autonomous aerial eVTOL mobility in drone taxi applications	46

DFU_SPNet: A stacked parallel convolution layers based CNN to improve Diabetic Foot Ulcer classification	45
Real-time license plate detection for non-helmeted motorcyclist using YOLO	45
A vision on the artificial intelligence for 6G communication	44
Utilization of mobile edge computing on the Internet of Medical Things: A survey	38
BLOSOM: BLOckchain technology for Security Of Medical records	38
A sensor fusion system with thermal infrared camera and LiDAR for autonomous vehicles and deep learning based object detection	35
Deep learning based detection and localization of road accidents from traffic surveillance videos	34
An efficient feature reduction method for the detection of DoS attack	33
Enabling technologies for AI empowered 6G massive radio access networks	33
Deep transductive transfer learning framework for zero-day attack detection	32
Utilizing machine learning on freight transportation and logistics applications: A review	32
A Novel Fuzzy C-Means based Chameleon Swarm Algorithm for Segmentation and Progressive Neural Architecture Search for Plant Disease Classification	31
Disturbed-entropy: A simple data quality assessment approach	31
Perspectives on 6G wireless communications	31
AgriOnBlock: Secured data harvesting for agriculture sector using blockchain technology	31
A deep learning based HTTP slow DoS classification approach using flow data	29
A Bayesian probability model for Android malware detection	28
Cross validation methods: Analysis based on diagnostics of thyroid cancer metastasis	28
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
Cloud task scheduling using enhanced sunflower optimization algorithm	26
Accurate detecting concept drift in evolving data streams	25
A survey on UAV placement and trajectory optimization in communication networks: From the perspective of air-to-ground channel models	25
Securing biometric authentication system using blockchain	24
Real-time Bhutanese Sign Language digits recognition system using Convolutional Neural Network	23
Security of Internet of Things (IoT) using federated learning and deep learning — Recent advancements, issues and prospects	23
The classification of EEG-based wink signals: A CWT-Transfer Learning pipeline	22
Evaluation of the machine learning classifier in wafer defects classification	22
Big data analytics in health care by data mining and classification techniques	21
A Deep Gated Recurrent Unit based model for wireless intrusion detection system	21
A machine learning approach for detecting and tracking road boundary lanes	21
Surgical instrument posture estimation and tracking based on LSTM	21
Intelligent coordinated self-optimizing handover scheme for 4G/5G heterogeneous networks	21
D-LIA: Dynamic congestion control algorithm for MPTCP	20
Deep reinforcement learning-based model-free path planning and collision avoidance for UAVs: A soft actor–critic with hindsight experience replay approach	20
Peer-to-peer trust management in intelligent transportation system: An Aumann’s agreement theorem based approach	19
A compression strategy to accelerate LSTM meta-learning on FPGA	19
Novel hyper-tuned ensemble Random Forest algorithm for the detection of false basic safety messages in Internet of Vehicles	19
An Enhanced Energy Efficient Lightweight Cryptography Method for various IoT devices	18
Design of a fingerprint template protection scheme using elliptical structures	18
SAR ship detection based on improved YOLOv5 and BiFPN	18
Quantum distributed deep learning architectures: Models, discussions, and applications	18
Fusion of visible and infrared image via compressive sensing using convolutional sparse representation	17
Effective heterogeneous ensemble classification: An alternative approach for selecting base classifiers	17
HADR: A Hybrid Adaptive Data Rate in LoRaWAN for Internet of Things	17
Edge AI prospect using the NeuroEdge computing system: Introducing a novel neuromorphic technology	17
A light-weight dynamic ontology for Internet of Things using machine learning technique	16
Self-gated rectified linear unit for performance improvement of deep neural networks	16
UAVs-assisted passive source localization using robust TDOA ranging for search and rescue	16
The role of vehicular applications in the design of future 6G infrastructures	16

LSTM-based throughput prediction for LTE networks	15
Human activity recognition based on wrist PPG via the ensemble method	15
Enhancing sentiment classification performance using hybrid Query Expansion Ranking and Binary Particle Swarm Optimization with Adaptive Inertia Weights	15
BlockHealth: Blockchain-based secure and peer-to-peer health information sharing with data protection and right to be forgotten	15
BrainyEdge: An AI-enabled framework for IoT edge computing	15
A novel optimized routing algorithm for QoS traffic engineering in SDN-based mobile networks	15
Combining transformer and CNN for object detection in UAV imagery	15
Reinforcement learning for QoS-guaranteed intelligent routing in Wireless Mesh Networks with heavy traffic load	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
Vehicles communications handover in 5G: A survey	14
An efficient parallel machine learning-based blockchain framework	14
Electromagnetic machine learning for estimation and mitigation of mutual coupling in strongly coupled arrays	14
SMSPROTECT: An automatic smishing detection mobile application	14
Integrating oversampling and ensemble-based machine learning techniques for an imbalanced dataset in dyslexia screening tests	14
Compressive sensing based PAPR reduction in OFDM systems: Modified orthogonal matching pursuit approach	14
Categorization of actions in soccer videos using a combination of transfer learning and Gated Recurrent Unit	14
DQ: Two approaches to measure the degree of decentralization of blockchain	13
Mitigation of nonlinearities in analog radio over fiber links using machine learning approach	13
A high-precision feature extraction network of fatigue speech from air traffic controller radiotelephony based on improved deep learning	13
Temperature monitoring techniques of power cable joints in underground utility tunnels using a fiber Bragg grating	12
Blockchain side implementation of Pure Wallet (PW): An offline transaction architecture	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
A novel study on subjective driver readiness in terms of non-driving related tasks and take-over performance	12
Quality of experience assessment of calling services in social network	12
Automatic Smart Contract generation for Internet of Media Things	12
Towards 6G: Key technological directions	12
Integration of context awareness in Internet of Agricultural Things	11
Effects of co-channel interference on RIS empowered wireless networks amid multiple eavesdropping attempts	11
Users emulation attack management in the massive internet of things enabled environment	11
CNN-32DC: An improved radar-based drone recognition system based on Convolutional Neural Network	11
Single trace side-channel attack on key reconciliation in quantum key distribution system and its efficient countermeasures	11
Generative adversarial networks for unbalanced fetal heart rate signal classification	11
Edge computing based surveillance framework for real time activity recognition	11
Exploiting an Elitist Barnacles Mating Optimizer implementation for substitution box optimization	11
On the effect of shadowing correlation and pilot assignment on hybrid precoding performance for cell-free mmWave massive MIMO UDN system	11
RIS-carried UAV communication: Current research, challenges, and future trends	11
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
Mathematical models of the information interaction process in 5G-IoT ecosystem: Different functional scenarios	11
Cryptanalysis of a Pairing-free Certificateless Signcryption scheme	10
An optimal location strategy for multiple drone base stations in massive MIMO	10
Cyberattack detection model using community detection and text analysis on social media	10
Searching similar weather maps using convolutional autoencoder and satellite images	10
Scalability improvement and analysis of permissioned-blockchain	10
Deep Q-learning-based resource allocation for solar-powered users in cognitive radio networks	10
The role of microservice approach in edge computing: Opportunities, challenges, and research directions	10
IoT-based health and emotion care system	9
Securing IoT device communication against network flow attacks with Recursive Internetworking Architecture (RINA)	9
Performance analysis of a NOMA-VLC system with random user location	9
Load balancing in 5G heterogeneous networks based on automatic weight function	9
MU-MIMO enabled uplink OFDMA MAC protocol in dense IEEE 802.11ax WLANs	9
Internet of Things applications placement to minimize latency in multi-tier fog computing framework	9
Performance of implantable antenna at ISM band characteristics for biomedical base	9
Improving emergency response in the era of ADAS vehicles in the Smart City	9
Low complexity mode selection for H.266/VVC intra coding	9
Trade-off queuing delay and link utilization for solving bufferbloat	9
Big social data analysis for impact of food quality on travelers’ satisfaction in eco-friendly hotels	8
BBR Advanced (BBR-A) — Reduced retransmissions with improved fairness	8
The combination of gray level co-occurrence matrix and back propagation neural network for classifying stairs descent and floor	8
Quantum-inspired evolutionary algorithms for NOMA user pairing	8
Lightweight selective disclosure for verifiable documents on blockchain	8
Low complexity hybrid SLM for PAPR mitigation for ACO OFDM	8
Performance evaluation for low complexity cascaded Sphere Decoders using K	8
Online learning-based beam and blockage prediction for indoor millimeter-wave communications	8
Nearest neighbour methods and their applications in design of 5G & beyond wireless networks	8
GNSS jamming detection of UAV ground control station using random matrix theory	8