OOIR: Observatory of International Research

Papers

(The median citation count of Big Data 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 2020-04-01 to 2024-04-01.)

Article	Citations
FakeNewsNet: A Data Repository with News Content, Social Context, and Spatiotemporal Information for Studying Fake News on Social Media	345
Deep Learning for Time Series Forecasting: A Survey	271
Coronavirus Optimization Algorithm: A Bioinspired Metaheuristic Based on the COVID-19 Propagation Model	110
A Comparative Performance Assessment of Optimized Multilevel Ensemble Learning Model with Existing Classifier Models	59
A Convolutional Neural Network for Improved Anomaly-Based Network Intrusion Detection	42
Graph Neural Network-Based Diagnosis Prediction	36
Impact of Centrality Measures on the Common Neighbors in Link Prediction for Multiplex Networks	35
Moth-Flame Optimization-Bat Optimization: Map-Reduce Framework for Big Data Clustering Using the Moth-Flame Bat Optimization and Sparse Fuzzy C-Means	33
Advanced Deep Learning for Resource Allocation and Security Aware Data Offloading in Industrial Mobile Edge Computing	32
Hyperparameter Optimization for Transfer Learning of VGG16 for Disease Identification in Corn Leaves Using Bayesian Optimization	26
Physics-Guided Deep Learning for Drag Force Prediction in Dense Fluid-Particulate Systems	25
A Convolutional Neural Network to Perform Object Detection and Identification in Visual Large-Scale Data	25
A Bibliometric Review of Big Data in Finance	24
Residual-Based Graph Convolutional Network for Emotion Recognition in Conversation for Smart Internet of Things	23
Internet of Things-Based Optimized Routing and Big Data Gathering System for Landslide Detection	22
Identifying Influential Nodes Using a Shell-Based Ranking and Filtering Method in Social Networks	21
Community Detection in Social Networks Using Affinity Propagation with Adaptive Similarity Matrix	20
Internet of Medical Things-Based Secure and Energy-Efficient Framework for Health Care	20
A Review of Anonymization for Healthcare Data	19
An Ensemble-Based Scalable Approach for Intrusion Detection Using Big Data Framework	19
Computational Intelligence-Based Financial Crisis Prediction Model Using Feature Subset Selection with Optimal Deep Belief Network	19
Toward Business Process Innovation in the Big Data Era: A Mediating Role of Big Data Knowledge Management	17
Big Data in Business: A Bibliometric Analysis of Relevant Literature	16
Preserving Health Care Data Security and Privacy Using Carmichael's Theorem-Based Homomorphic Encryption and Modified Enhanced Homomorphic Encryption Schemes in Edge Computing Systems	16
Spatial-Frequency Attention Network for Crowd Counting	14

Optimal Feature Selection for Big Data Classification: Firefly with Lion-Assisted Model	12
A Long Short-Term Memory Network Stock Price Prediction with Leading Indicators	10
SecDedoop: Secure Deduplication with Access Control of Big Data in the HDFS/Hadoop Environment	10
Detection and Spatial Correlation Analysis of Infectious Diseases Using Wireless Body Area Network Under Imperfect Wireless Channel	9
On Using Classification Datasets to Evaluate Graph Outlier Detection: Peculiar Observations and New Insights	9
A Shrewd Artificial Neural Network-Based Hybrid Model for Pervasive Stress Detection of Students Using Galvanic Skin Response and Electrocardiogram Signals	9
A Network Intrusion Detection System Using Hybrid Multilayer Deep Learning Model	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
HONEM: Learning Embedding for Higher Order Networks	8
Internet of Things Enabled Financial Crisis Prediction in Enterprises Using Optimal Feature Subset Selection-Based Classification Model	8
Charting an Equity-Centered Public Health Data System	8
Validating Gravity-Based Market Share Models Using Large-Scale Transactional Data	8
Fully Integrated Data Communication Framework by Using Visualization Augmented Reality for Internet of Things Networks	8
Prediction of Malignancy in Lung Nodules Using Combination of Deep, Fractal, and Gray-Level Co-Occurrence Matrix Features	8
A Survey of Biological Data in a Big Data Perspective	8
Service Level Agreement Monitoring as a Service: An Independent Monitoring Service for Service Level Agreements in Clouds	7
Call for Special Issue Papers: Multimedia Big Data Analytics for Engineering Education	7
Memetic Spider Monkey Optimization for Spam Review Detection Problem	7
Fog-Based Delay-Sensitive Data Transmission Algorithm for Data Forwarding and Storage in Cloud Environment for Multimedia Applications	7
Bridging the Brain and Data Sciences	7
CDNB: CAVIAR-Dragonfly Optimization with Naive Bayes for the Sentiment and Affect Analysis in Social Media	6
Visual Analytics for the Coronavirus COVID-19 Pandemic	6
Toward a General Framework for Multimodal Big Data Analysis	6
Call for Special Issue Papers: Multimedia Big Data Analytics for Engineering Education	6
Data Transmission Enhancement Using Optimal Coding Technique Over In Vivo Channel for Interbody Communication	6
Learning from Failure: Big Data Analysis for Detecting the Patterns of Failure in Innovative Startups	6
MonkeyKing: Adaptive Parameter Tuning on Big Data Platforms with Deep Reinforcement Learning	6
Big Data–Artificial Intelligence Fusion Technology in Education in the Context of the New Crown Epidemic	6
An Efficient, Ensemble-Based Classification Framework for Big Medical Data	6
Dual Position Relationship Transformer for Image Captioning	5
Agricultural Disaster Risk Management and Capability Assessment Using Big Data Analytics	5
Internet of Things Data Visualization for Business Intelligence	5
Classifying Dissemination Processes in Temporal Graphs	5
A Novel Oppositional Chaotic Flower Pollination Optimization Algorithm for Automatic Tuning of Hadoop Configuration Parameters	5
Evaluating the Impact of Summer Drought on Vegetation Growth Using Space-Based Solar-Induced Chlorophyll Fluorescence Across Extensive Spatial Measures	5
A Reinforcement Learning-Based Framework for Crowdsourcing in Massive Health Care Internet of Things	5
Measuring Customer Similarity and Identifying Cross-Selling Products by Community Detection	5
iELMNet: Integrating Novel Improved Extreme Learning Machine and Convolutional Neural Network Model for Traffic Sign Detection	5
Fuzzy Inspired Deep Belief Network for the Traffic Flow Prediction in Intelligent Transportation System Using Flow Strength Indicators	4
General Paradigm of Edge-Based Internet of Things Data Mining for Geohazard Prevention	4
A Robust Learning Algorithm Based on Particle Swarm Optimization for Pi-Sigma Artificial Neural Networks	4
Extended Kalman Filter-Based Power Line Interference Canceller for Electrocardiogram Signal	4
The Issues of Interoperability and Data Connectedness for Public Health	4
Big Data Assurance: An Approach Based on Service-Level Agreements	4
Pneumonia Detection Using Enhanced Convolutional Neural Network Model on Chest X-Ray Images	4
Finding Path Motifs in Large Temporal Graphs Using Algebraic Fingerprints	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
Call for Special Issue Papers: Big Data Analytics for Agricultural Disaster Management	3
A Hybrid Seasonal Autoregressive Integrated Moving Average and Denoising Autoencoder Model for Atmospheric Temperature Profile Prediction	3

Call for Special Issue Papers: Big Data Analytics for Agricultural Disaster Management	3
The Pearls and Perils of Google Trends: A Housing Market Application	3
Detecting Unbiased Associations in Large Data Sets	3
Vehicle Intelligent Classification Based on Big Multimodal Data Analysis and Sparrow Search Optimization	3
Utility-Based Differentially Private Recommendation System	3
Online Analytical Processing for Business Intelligence in Big Data	3
Improved Semantic Image Inpainting Method with Deep Convolution Generative Adversarial Networks	3
Multilevel Attention Networks and Policy Reinforcement Learning for Image Caption Generation	3
Enhanced Neural Network-Based Univariate Time-Series Forecasting Model for Big Data	2
Prescreening and Triage of COVID-19 Patients Through Chest X-Ray Images Using Deep Learning Model	2
Overcoming Resistance to Big Data and Operational Changes Through Interactive Data Visualization	2
Satisficing Game Approach to Conflict Resolution for Cooperative Aircraft Sharing Airspace	2
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	2
Hybrid Generalized Regularized Extreme Learning Machine Through Gradient-Based Optimizer Model for Self-Cleansing Nondeposition with Clean Bed Mode of Sediment Transport	2
An Improved Influence Maximization Method for Online Advertising in Social Internet of Things	2
Technology and Data Implications for the Public Health Workforce	2
Multistage Forward Path Regenerative Genetic Algorithm for Brain Magnetic Resonant Imaging Registration	2
Call for Special Issue Papers: Big Data-Driven Futuristic Fabric System in Societal Digital Transformation	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
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
Call for Special Issue Papers: Big Data-Driven Futuristic Fabric System in Societal Digital Transformation	2
An Improved Dual-Channel Deep Q-Network Model for Tourism Recommendation	2
Hierarchical User Intention–Preference for Sequential Recommendation with Relation-Aware Heterogeneous Information Network Embedding	2
A Unified Training Process for Fake News Detection Based on Finetuned Bidirectional Encoder Representation from Transformers Model	2
Creating Engines of Prosperity: Spatiotemporal Patterns and Factors Driving Urban Vitality in 36 Key Chinese Cities	2
The Evolution of Publication Hotspots in Electronic Health Records from 1957 to 2016 and Differences Among Six Countries	2
Explaining Predictive Model Performance: An Experimental Study of Data Preparation and Model Choice	2
LTSpAUC: Learning Time-Series Shapelets for Partial AUC Maximization	2
Optimization of Imbalanced and Multidimensional Learning Under Bayes Minimum Risk and Savings Measure	2
Communities Detection for Advertising by Futuristic Greedy Method with Clustering Approach	2
MRS-DP: Improving Performance and Resource Utilization of Big Data Applications with Deadlines and Priorities	2
Prediction and Big Data Impact Analysis of Telecom Churn by Backpropagation Neural Network Algorithm from the Perspective of Business Model	2
Equity as a Guiding Principle for the Public Health Data System	2
Raw Electroencephalogram-Based Cognitive Workload Classification Using Directed and Nondirected Functional Connectivity Analysis and Deep Learning	2
Vertical and Horizontal Water Penetration Velocity Modeling in Nonhomogenous Soil Using Fast Multi-Output Relevance Vector Regression	1
Indirect Category Data Transfer Learning Algorithm using Regularization Discrimination	1
Call for Special Issue Papers: Internet of Things Data Visualization for Business Intelligence	1
Evolution Process and Simulation of Advanced Equipment Manufacturing Innovation Network Based on Intelligent System	1
Small Files Problem Resolution via Hierarchical Clustering Algorithm	1
Anomaly Detection in Automatic Meter Intelligence System Using Positive Unlabeled Learning and Multiple Symbolic Aggregate Approximation	1
An Empirical Evaluation of Network Representation Learning Methods	1
NSVD: Normalized Singular Value Deviation Reveals Number of Latent Factors in Tensor Decomposition	1
Forecasting Subway Passenger Flow for Station-Level Service Supply	1
Predicting Churn in Online Games by Quantifying Diversity of Engagement	1
Toward Decision Support for Telecom External Data Monetization: A Study of the Value of Network- and Personality-Based Metrics for Third-Party Businesses	1
Call for Special Issue Papers: Big Data Analytics and Intelligent Systems for Cybersecurity	1
Exploiting Reused-Based Sharing Work Opportunities in Big Data Multiquery Optimization with Flink	1
Extreme Rare Events Identification Through Jaynes Inferential Approach	1
OzNet: A New Deep Learning Approach for Automated Classification of COVID-19 Computed Tomography Scans	1
RST-DE: Rough Sets-Based New Differential Evolution Algorithm for Scalable Big Data Feature Selection in Distributed Computing Platforms	1
Image Smart Segmentation Analysis Against Diabetic Foot Ulcer Using Internet of Things with Virtual Sensing	1
Generic User Behavior: A User Behavior Similarity-Based Recommendation Method	1
Siamese-Based Architecture for Cross-Lingual Plagiarism Detection in English–Hindi Language Pairs	1
Call for Special Issue Papers: Cloud Computing and Big Data for Cognitive IoT	1
HUTNet: An Efficient Convolutional Neural Network for Handwritten Uchen Tibetan Character Recognition	1
Big Data, Small Personas: How Algorithms Shape the Demographic Representation of Data-Driven User Segments	1
DGSLSTM: Deep Gated Stacked Long Short-Term Memory Neural Network for Traffic Flow Forecasting of Transportation Networks on Big Data Environment	1
Call for Special Issue Papers: Big Data-Driven Futuristic Fabric System in Societal Digital Transformation	1
Big Data Applications in Guangzhou Restaurants Analysis	1
Call for Special Issue Papers: Internet of Things Data Visualization for Business Intelligence	1
An Autoregressive-Based Kalman Filter Approach for Daily PM_2.5 Concentration Forecasting in Beijing, China	1
Hybrid Deep Learning Approach for Traffic Speed Prediction	1
Kriging, Polynomial Chaos Expansion, and Low-Rank Approximations in Material Science and Big Data Analytics	1
Design of Fatigue Driving Behavior Detection Based on Circle Hough Transform	1
Predicting Actions of Users Using Heterogeneous Online Signals	1
Structured Verification of Machine Learning Models in Industrial Settings	1
An Intelligent Channel Estimation Algorithm Based on Extended Model for 5G-V2X	1
Bayesian Method for Water Quality Emergency Monitoring in Environmental Pollution Accident Disposal	1
Call for Special Issue Papers: Deep Learning Assisted Big Data Analytics for Biomedical Applications and Digital Healthcare	1
Geospatial Insights for Retail Recommendation Using Similarity Measures	1