OOIR: Observatory of International Research

Papers

(The TQCC of Big Data is 6. 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
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
Agricultural Disaster Risk Management and Capability Assessment Using Big Data Analytics	11
Service Level Agreement Monitoring as a Service: An Independent Monitoring Service for Service Level Agreements in Clouds	10

A Survey of Biological Data in a Big Data Perspective	10
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
Detection and Spatial Correlation Analysis of Infectious Diseases Using Wireless Body Area Network Under Imperfect Wireless Channel	9
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
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
Measuring Customer Similarity and Identifying Cross-Selling Products by Community Detection	7
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
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
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