| 1 |
A Deep Learning Approach to Infer Employment Status of Passengers by Using Smart Card Data |
Big Data |
Python / 2020 |
| 2 |
Domain-Specific Bayesian Deep-learning Approach for Air Pollution Forecast |
Big Data |
Python / 2020 |
| 3 |
A Time Series Mining Approach For Agricultural Area Detection |
Big Data |
Python / 2020 |
| 4 |
Benchmarking Blocking Algorithms for Web Entities |
Big Data |
Python / 2020 |
| 5 |
Comorbidity Patterns and its Impact on Health Outcomes: Two-way Clustering Analysis |
Big Data |
Python / 2020 |
| 6 |
Deep Convolutional Neural Network based Medical Concept Normalization |
Big Data |
Python / 2020 |
| 7 |
EKT: Exercise-aware Knowledge Tracing for Student Performance Prediction |
Big Data |
Python / 2020 |
| 8 |
Extracting Medical Knowledge from Crowd sourced Question Answering Website |
Big Data |
Python / 2020 |
| 9 |
Geospatial Event Detection by Grouping Emotion Contagion in Social Media |
Big Data |
Python / 2020 |
| 10 |
Heterogeneous Daily Living Activity Learning through Domain Invariant Feature Subspace |
Big Data |
Python / 2020 |
| 11 |
LSTM based Phishing Detection for Big Email Data |
Big Data |
Python / 2020 |
| 12 |
On Security of an Identity-Based Dynamic Data Auditing Protocol for Big Data Storage |
Big Data |
Python / 2020 |
| 13 |
Prediction of Taxi Destinations Using a Novel Data Embedding Method and Ensemble Learning |
Big Data |
Python / 2020 |
| 14 |
Sense and Sensibility: Characterizing Social Media Users Regarding the Use of Controversial Terms for COVID-19 |
Big Data |
Python / 2020 |
| 15 |
Short-term Rainfall Forecasting Using Multi-layer Perceptron |
Big Data |
Python / 2020 |
| 16 |
D-LSTM: Short-Term Road Traffic Speed Prediction Model Based on GPS Positioning Data |
Big Data |
Python / 2020 |
| 17 |
Taxi Demand Prediction Using Parallel Multi-Task Learning Model |
Big Data |
Python / 2020 |
| 18 |
Traffic Demand Prediction Based on Dynamic Transition Convolutional Neural Network |
Big Data |
Python / 2020 |
| 19 |
Transfer to Rank for Top-N Recommendation |
Big Data |
Python / 2020 |
| 20 |
T-PCCE: Twitter Personality based Communicative Communities Extraction System for Big Data |
Big Data |
Python / 2020 |
| 21 |
Crowdsourcing based Description of Urban Emergency Events using Social Media Big Data |
Big Data |
Python / 2020 |
| 22 |
Designing Secure and Efficient Biometric-Based Secure Access Mechanism for Cloud Services |
Cloud computing |
Python / 2020 |
| 23 |
PriRadar: A Privacy-Preserving Framework for Spatial Crowdsourcing |
Network Security |
Python / 2020 |
| 24 |
DCAP: A Secure and Efficient Decentralized Conditional Anonymous Payment System Based on Blockchain |
Network Security |
Python / 2020 |
| 25 |
SDTE: A Secure Blockchain-based Data Trading Ecosystem |
Network Security |
Python / 2020 |
| 26 |
SecureNLP: A System for Multi-Party Privacy-Preserving Natural Language Processing |
Network Security |
Python / 2020 |
| 27 |
An end-to-end attack on text CAPTCHAs |
Network Security |
Python / 2020 |
| 28 |
HawkesEye: Detecting Fake Retweeters Using Hawkes Process and Topic Modeling |
Network Security |
Python / 2020 |
| 29 |
On the Security of Reversible Data Hiding in Encrypted Images by MSB Prediction |
Network Security |
Python / 2020 |
| 30 |
Practical Escrow Protocol for Bitcoin |
Network Security |
Python / 2020 |
| 31 |
Private Coded Matrix Multiplication |
Network Security |
Python / 2020 |
| 32 |
A Blockchain-based Model for Cloud Service Quality Monitoring |
Blockchain |
Python / 2020 |
| 33 |
A Unified Framework for User Identification across Online and Offline Data |
DataMining |
Python / 2020 |
| 34 |
Adaptive Similarity Embedding for Unsupervised Multi-View Feature Selection |
DataMining |
Python / 2020 |
| 35 |
BRIGHT - Drift-Aware Demand Predictions for Taxi Networks |
DataMining |
Python / 2020 |
| 36 |
Building Personalized Transportation Model for Online Taxi-Hailing Demand Prediction |
DataMining |
Python / 2020 |
| 37 |
Citywide Bike Usage Prediction in a Bike-Sharing System |
DataMining |
Python / 2020 |
| 38 |
SentiDiff: Combining Textual Information and Sentiment Diffusion Patterns for Twitter Sentiment Analysis |
DataMining |
Python / 2020 |
| 39 |
CAPER: Context-Aware Personalized Emoji Recommendation |
DataMining |
Python / 2020 |
| 40 |
DAG: A General Model for Privacy-Preserving Data Mining |
DataMining |
Python / 2020 |
| 41 |
Enriching Data Imputation under Similarity Rule Constraints |
DataMining |
Python / 2020 |
| 42 |
e-RNSP: An Efficient Method for Mining Repetition Negative Sequential Patterns |
DataMining |
Python / 2020 |
| 43 |
Half-Quadratic Minimization for Unsupervised Feature Selection on Incomplete Data |
DataMining |
Python / 2020 |
| 44 |
Hierarchical Latent Context Representation for Context-Aware Recommendations |
DataMining |
Python / 2020 |
| 45 |
Item Recommendation for Word-of-Mouth Scenario in Social E-Commerce |
DataMining |
Python / 2020 |
| 46 |
MAB-Based Reinforced Worker Selection Framework for Budgeted Spatial Crowdsensing |
DataMining |
Python / 2020 |
| 47 |
On both Cold-Start and Long-Tail Recommendation with Social Data |
DataMining |
Python / 2020 |
| 48 |
Online Pricing with Reserve Price Constraint for Personal Data Markets |
DataMining |
Python / 2020 |
| 49 |
Privacy-Preserving User Profile Matching in Social Networks |
DataMining |
Python / 2020 |
| 50 |
Quality Inference Based Task Assignment in Mobile Crowdsensing |
DataMining |
Python / 2020 |
| 51 |
Robust Cumulative Crowdsourcing Framework Using New Incentive Payment Function and Joint Aggregation Model |
DataMining |
Python / 2020 |
| 52 |
Trust Relationship Prediction in Alibaba E-Commerce Platform |
DataMining |
Python / 2020 |
| 53 |
Using Latent Knowledge to Improve Real-Time Activity Recognition for Smart IoT |
DataMining |
Python / 2020 |
| 54 |
Blockchain Based Anonymous Authentication with Key Management for Smart Grid Edge Computing Infrastructure |
Edge Computing |
Python / 2020 |
| 55 |
A Secure and Efficient Cloud-Centric Internet of Medical Things-Enabled Smart Healthcare System with Public Verifiability |
IOT |
Python / 2020 |
| 56 |
Deep Learning Enhanced Human Activity Recognition for Internet of Healthcare Things |
IOT |
Python / 2020 |
| 57 |
NeuroTrust - Artificial Neural Network-based Intelligent Trust Management Mechanism for Large-Scale Internet of Medical Things |
IOT |
Python / 2020 |
| 58 |
Preserving Balance between Privacy and Data Integrity in Edge-Assisted Internet of Things |
IOT |
Python / 2020 |
| 59 |
Time-aware Smart Object Recommendation in Social Internet of Things |
IOT |
Python / 2020 |
| 60 |
A Joint Relationship Aware Neural Network for Single-Image 3D Human Pose Estimation |
Image Processing |
Python / 2020 |
| 61 |
Conditional Variational Image Deraining |
Image Processing |
Python / 2020 |
| 62 |
End-to-End Single Image Fog Removal Using Enhanced Cycle Consistent Adversarial Networks |
Image Processing |
Python / 2020 |
| 63 |
KT-GAN: Knowledge-Transfer Generative Adversarial Network for Text-to-Image Synthesis |
Image Processing |
Python / 2020 |
| 64 |
Object Discovery From a Single Unlabeled Image by Mining Frequent Itemset With Multi-scale Features |
Image Processing |
Python / 2020 |
| 65 |
Outlier Detection Using Structural Scores in a High-Dimensional Space |
Image Processing |
Python / 2020 |
| 66 |
Personality-Assisted Multi-Task Learning for Generic and Personalized Image Aesthetics Assessment |
Image Processing |
Python / 2020 |
| 67 |
Towards Unsupervised Deep Image Enhancement With Generative Adversarial Network |
Image Processing |
Python / 2020 |
| 68 |
Differentially Private Unknown Worker Recruitment for Mobile Crowdsensing Using Multi-Armed Bandits |
Mobile Computing |
Python / 2020 |
| 69 |
Enabling Strong Privacy Preservation and Accurate Task Allocation for Mobile Crowdsensing |
Mobile Computing |
Python / 2020 |
| 70 |
Ant Colony Optimization for the Control of Pollutant Spreading on Social Networks |
Networking |
Python / 2020 |
| 71 |
Lightweight Blockchain Consensus Protocols for Vehicular Social Networks |
Networking |
Python / 2020 |
| 72 |
Source-Location Privacy Protection based on Anonymity Cloud in Wireless Sensor Networks |
Networking |
/ 2020 |
| 73 |
Adversarial Training-Based Hard Example Mining for Pedestrian Detection in Fish-Eye Images |
Neural Network |
Python / 2020 |
| 74 |
Context-Aware Deep Spatiotemporal Network for Hand Pose Estimation From Depth Images |
Neural Network |
Python / 2020 |
| 75 |
Deep Pyramidal Pooling With Attention for Person Re-Identification |
Neural Network |
Python / 2020 |
| 76 |
Deep Representation-Based Domain Adaptation for Nonstationary EEG Classification |
Neural Network |
Python / 2020 |
| 77 |
Deep Saliency Hashing for Fine-Grained Retrieval |
Neural Network |
Python / 2020 |
| 78 |
Discriminative Reconstruction Constrained Generative Adversarial Network for Hyperspectral Anomaly Detection |
Neural Network |
Python / 2020 |
| 79 |
Discriminative Residual Analysis for Image SetClassification with Posture and Age Variations |
Neural Network |
Python / 2020 |
| 80 |
Emotion Correlation Mining Through Deep Learning Models on Natural Language Text |
Neural Network |
Python / 2020 |
| 81 |
Hierarchical Human-Like Deep Neural Networks for Abstractive Text Summarization |
Neural Network |
Python / 2020 |
| 82 |
Lightening Network for Low-light Image Enhancement |
Neural Network |
Python / 2020 |
| 83 |
Local–Global Memory Neural Network for Medication Prediction |
Neural Network |
Python / 2020 |
| 84 |
SIF: Self-Inspirited Feature Learning for Person Re-Identification |
Neural Network |
Python / 2020 |
| 85 |
Taxi Demand Prediction Using Parallel Multi-Task Learning Model |
Neural Network |
Python / 2020 |
| 86 |
Thresholds Based Image Extraction Schemes in Big Data Environment in Intelligent Traffic Management |
Neural Network |
Python / 2020 |
| 87 |
Vision-Based Fatigue Driving Recognition Method Integrating Heart Rate and Facial Features |
Neural Network |
Python / 2020 |
| 88 |
A Highly Reliable Metadata Service for Large-Scale Distributed File Systems |
Parallel And Distributed Computing |
Python / 2020 |
| 89 |
Enabling Encrypted Boolean Queries in Geographically Distributed Databases |
Parallel And Distributed Computing |
Python / 2020 |
| 90 |
Providing Task Allocation and Secure Deduplicationfor Mobile Crowdsensing via Fog Computing |
Secure Computing |
Python / 2020 |
| 91 |
Attribute-Based Keyword Search over Hierarchical Data in Cloud Computing |
Service Computing |
Python / 2020 |
| 92 |
A Wide-Deep-Sequence Model-Based Quality Prediction Method in Industrial Process Analysis |
Machine Learning |
Python / 2020 |
| 93 |
Emotion Correlation Mining Through Deep Learning Models on Natural Language Text |
Machine Learning |
Python / 2020 |
| 94 |
Local-Global Memory Neural Network for Medication Prediction |
Machine Learning |
Python / 2020 |
| 95 |
Hierarchical Human-Like Deep Neural Networks for Abstractive Text Summarization |
Machine Learning |
Python / 2020 |
| 96 |
Discriminative Residual Analysis for Image Set Classification With Posture and Age Variations |
Machine Learning |
Python / 2020 |
| 97 |
Thresholds Based Image Extraction Schemes in Big Data Environment in Intelligent Traffic Management |
Machine Learning |
Python / 2020 |
| 98 |
Adversarial Training-Based Hard Example Mining for Pedestrian Detection in Fish-Eye Images |
Machine Learning |
Python/ 2020 |
| 99 |
Deep Saliency Hashing for Fine-Grained Retrieval |
Machine Learning |
Python/ 2020 |
| 100 |
Deep Representation-Based Domain Adaptation for Nonstationary EEG Classification |
Machine Learning |
Python/ 2020 |
| 101 |
Taxi Demand Prediction Using Parallel Multi-Task Learning Model |
Machine Learning |
Python/ 2020 |
| 102 |
Context-Aware Deep Spatiotemporal Network for Hand Pose Estimation From Depth Images |
Machine Learning |
Python/ 2020 |
| 103 |
Vision-Based Fatigue Driving Recognition Method Integrating Heart Rate and Facial Features |
Machine Learning |
Python/ 2020 |
| 104 |
Lightening Network for Low-Light Image Enhancement |
Machine Learning |
Python/ 2020 |
| 105 |
SIF: Self-Inspirited Feature Learning for Person Re-Identification |
Machine Learning |
Python/ 2020 |
