OOIR: Observatory of International Research

Papers

(The TQCC of Big Data is 5. 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
A Convolutional Neural Network to Perform Object Detection and Identification in Visual Large-Scale Data	25
Physics-Guided Deep Learning for Drag Force Prediction in Dense Fluid-Particulate Systems	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
Internet of Medical Things-Based Secure and Energy-Efficient Framework for Health Care	20
Community Detection in Social Networks Using Affinity Propagation with Adaptive Similarity Matrix	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
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
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
Bridging the Brain and Data Sciences	7
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
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
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
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