OOIR: Observatory of International Research

Papers

(The median citation count of Big Data is 2. 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
Deep Learning for Time Series Forecasting: A Survey	361
A Comparative Performance Assessment of Optimized Multilevel Ensemble Learning Model with Existing Classifier Models	66
A Convolutional Neural Network for Improved Anomaly-Based Network Intrusion Detection	60
Impact of Centrality Measures on the Common Neighbors in Link Prediction for Multiplex Networks	40
Hyperparameter Optimization for Transfer Learning of VGG16 for Disease Identification in Corn Leaves Using Bayesian Optimization	37
Advanced Deep Learning for Resource Allocation and Security Aware Data Offloading in Industrial Mobile Edge Computing	35
A Convolutional Neural Network to Perform Object Detection and Identification in Visual Large-Scale Data	29
A Review of Anonymization for Healthcare Data	28
A Bibliometric Review of Big Data in Finance	26
Internet of Things-Based Optimized Routing and Big Data Gathering System for Landslide Detection	24
Residual-Based Graph Convolutional Network for Emotion Recognition in Conversation for Smart Internet of Things	24
Identifying Influential Nodes Using a Shell-Based Ranking and Filtering Method in Social Networks	23
Computational Intelligence-Based Financial Crisis Prediction Model Using Feature Subset Selection with Optimal Deep Belief Network	22
An Ensemble-Based Scalable Approach for Intrusion Detection Using Big Data Framework	21
Internet of Medical Things-Based Secure and Energy-Efficient Framework for Health Care	21
Preserving Health Care Data Security and Privacy Using Carmichael's Theorem-Based Homomorphic Encryption and Modified Enhanced Homomorphic Encryption Schemes in Edge Computing Systems	20
Toward Business Process Innovation in the Big Data Era: A Mediating Role of Big Data Knowledge Management	19
Spatial-Frequency Attention Network for Crowd Counting	18
Big Data in Business: A Bibliometric Analysis of Relevant Literature	16
On Using Classification Datasets to Evaluate Graph Outlier Detection: Peculiar Observations and New Insights	15
A Shrewd Artificial Neural Network-Based Hybrid Model for Pervasive Stress Detection of Students Using Galvanic Skin Response and Electrocardiogram Signals	12
Agricultural Disaster Risk Management and Capability Assessment Using Big Data Analytics	11
A Network Intrusion Detection System Using Hybrid Multilayer Deep Learning Model	11
A Long Short-Term Memory Network Stock Price Prediction with Leading Indicators	11
A Survey of Biological Data in a Big Data Perspective	10

Service Level Agreement Monitoring as a Service: An Independent Monitoring Service for Service Level Agreements in Clouds	10
Detection and Spatial Correlation Analysis of Infectious Diseases Using Wireless Body Area Network Under Imperfect Wireless Channel	9
Toward a General Framework for Multimodal Big Data Analysis	9
Artificial Bee Colony Reinforced Extended Kalman Filter Localization Algorithm in Internet of Things with Big Data Blending Technique for Finding the Accurate Position of Reference Nodes	9
Internet of Things Enabled Financial Crisis Prediction in Enterprises Using Optimal Feature Subset Selection-Based Classification Model	9
Charting an Equity-Centered Public Health Data System	8
The Issues of Interoperability and Data Connectedness for Public Health	8
An Efficient, Ensemble-Based Classification Framework for Big Medical Data	8
Fully Integrated Data Communication Framework by Using Visualization Augmented Reality for Internet of Things Networks	8
Bridging the Brain and Data Sciences	8
Validating Gravity-Based Market Share Models Using Large-Scale Transactional Data	8
Memetic Spider Monkey Optimization for Spam Review Detection Problem	8
Prediction of Malignancy in Lung Nodules Using Combination of Deep, Fractal, and Gray-Level Co-Occurrence Matrix Features	8
Fog-Based Delay-Sensitive Data Transmission Algorithm for Data Forwarding and Storage in Cloud Environment for Multimedia Applications	8
A Reinforcement Learning-Based Framework for Crowdsourcing in Massive Health Care Internet of Things	7
iELMNet: Integrating Novel Improved Extreme Learning Machine and Convolutional Neural Network Model for Traffic Sign Detection	7
Big Data–Artificial Intelligence Fusion Technology in Education in the Context of the New Crown Epidemic	7
Measuring Customer Similarity and Identifying Cross-Selling Products by Community Detection	7
A Robust Learning Algorithm Based on Particle Swarm Optimization for Pi-Sigma Artificial Neural Networks	6
Online Analytical Processing for Business Intelligence in Big Data	6
Pneumonia Detection Using Enhanced Convolutional Neural Network Model on Chest X-Ray Images	6
Big Data Assurance: An Approach Based on Service-Level Agreements	6
Dual Position Relationship Transformer for Image Captioning	6
Data Transmission Enhancement Using Optimal Coding Technique Over In Vivo Channel for Interbody Communication	6
Evaluating the Impact of Summer Drought on Vegetation Growth Using Space-Based Solar-Induced Chlorophyll Fluorescence Across Extensive Spatial Measures	6
Raw Electroencephalogram-Based Cognitive Workload Classification Using Directed and Nondirected Functional Connectivity Analysis and Deep Learning	6
Visual Analytics for the Coronavirus COVID-19 Pandemic	6
Learning from Failure: Big Data Analysis for Detecting the Patterns of Failure in Innovative Startups	6
An Improved Influence Maximization Method for Online Advertising in Social Internet of Things	5
Internet of Things Data Visualization for Business Intelligence	5
Prediction and Big Data Impact Analysis of Telecom Churn by Backpropagation Neural Network Algorithm from the Perspective of Business Model	5
Utility-Based Differentially Private Recommendation System	5
Multilevel Attention Networks and Policy Reinforcement Learning for Image Caption Generation	5
Enhanced Neural Network-Based Univariate Time-Series Forecasting Model for Big Data	5
A Hybrid Seasonal Autoregressive Integrated Moving Average and Denoising Autoencoder Model for Atmospheric Temperature Profile Prediction	5
Extended Kalman Filter-Based Power Line Interference Canceller for Electrocardiogram Signal	4
Big Data, Small Personas: How Algorithms Shape the Demographic Representation of Data-Driven User Segments	4
General Paradigm of Edge-Based Internet of Things Data Mining for Geohazard Prevention	4
The Pearls and Perils of Google Trends: A Housing Market Application	4
Structured Verification of Machine Learning Models in Industrial Settings	4
Call for Special Issue Papers: Big Data-Driven Futuristic Fabric System in Societal Digital Transformation	3
Design of Fatigue Driving Behavior Detection Based on Circle Hough Transform	3
Image Smart Segmentation Analysis Against Diabetic Foot Ulcer Using Internet of Things with Virtual Sensing	3
Impact of Cooperative Innovation on the Technological Innovation Performance of High-Tech Firms: A Dual Moderating Effect Model of Big Data Capabilities and Policy Support	3
Hierarchical User Intention–Preference for Sequential Recommendation with Relation-Aware Heterogeneous Information Network Embedding	3
Investment Recommender System Model Based on the Potential Investors' Key Decision Factors	3
Call for Special Issue Papers: Big Data Analytics for Agricultural Disaster Management	3
Hybrid Generalized Regularized Extreme Learning Machine Through Gradient-Based Optimizer Model for Self-Cleansing Nondeposition with Clean Bed Mode of Sediment Transport	3
Communities Detection for Advertising by Futuristic Greedy Method with Clustering Approach	3
Identifying Influential Nodes in Social Networks: Exploiting Self-Voting Mechanism	3

Technology and Data Implications for the Public Health Workforce	3
Call for Special Issue Papers: Big Data-Driven Futuristic Fabric System in Societal Digital Transformation	3
Improved Semantic Image Inpainting Method with Deep Convolution Generative Adversarial Networks	3
Vehicle Intelligent Classification Based on Big Multimodal Data Analysis and Sparrow Search Optimization	3
Secure Biomedical Document Protection Framework to Ensure Privacy Through Blockchain	3
Optimization of Imbalanced and Multidimensional Learning Under Bayes Minimum Risk and Savings Measure	3
HUTNet: An Efficient Convolutional Neural Network for Handwritten Uchen Tibetan Character Recognition	3
Equity as a Guiding Principle for the Public Health Data System	3
Call for Special Issue Papers: Big Data and the Internet-of-Things in Complex Information Systems: Selections from IoTBDS 2022 and COMPLEXIS 2022	3
On the Unstructured Big Data Analytical Methods in Firms: Conceptual Model, Measurement, and Perception	3
An Improved Dual-Channel Deep Q-Network Model for Tourism Recommendation	2
An Intelligent Channel Estimation Algorithm Based on Extended Model for 5G-V2X	2
Anomaly Detection in Automatic Meter Intelligence System Using Positive Unlabeled Learning and Multiple Symbolic Aggregate Approximation	2
Multistage Forward Path Regenerative Genetic Algorithm for Brain Magnetic Resonant Imaging Registration	2
Detecting Unbiased Associations in Large Data Sets	2
Explaining Predictive Model Performance: An Experimental Study of Data Preparation and Model Choice	2
Satisficing Game Approach to Conflict Resolution for Cooperative Aircraft Sharing Airspace	2
Kriging, Polynomial Chaos Expansion, and Low-Rank Approximations in Material Science and Big Data Analytics	2
A Unified Training Process for Fake News Detection Based on Finetuned Bidirectional Encoder Representation from Transformers Model	2
What Data Should Be Included in a Modern Public Health Data System	2
DGSLSTM: Deep Gated Stacked Long Short-Term Memory Neural Network for Traffic Flow Forecasting of Transportation Networks on Big Data Environment	2
Overcoming Resistance to Big Data and Operational Changes Through Interactive Data Visualization	2
A Ring Learning with Errors-Based Ciphertext-Policy Attribute-Based Proxy Re-Encryption Scheme for Secure Big Data Sharing in Cloud Environment	2
Quantifying Insurance Agency Channel Dynamics Using Premium Sales Big Data and External Factors	2
Creating Engines of Prosperity: Spatiotemporal Patterns and Factors Driving Urban Vitality in 36 Key Chinese Cities	2
Prescreening and Triage of COVID-19 Patients Through Chest X-Ray Images Using Deep Learning Model	2
Attribute-Based Adaptive Homomorphic Encryption for Big Data Security	2
The Coming of Age for Big Data in Systems Radiobiology, an Engineering Perspective	2