Data Science Projects
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Data Science Projects List
Here the list of Popular Data Science projects include image classification, natural language processing, recommendation systems, predictive analytics, sentiment analysis, and anomaly detection.
| S.NO | IEEE PROJECT TITLES | Abstract |
|---|---|---|
| PY5ML23 | A Signature Transform of Limit Order Book Data for Stock Price Prediction | Abstract |
| PY4ML1 | A Survey on Data Pricing from Economics to Data Science | Abstract |
| PY4ML2 | Deep Constraint-based Propagation in Graph Neural Networks | Abstract |
| PY4ML5 | Segmented Generative Networks Data Generation in the Uniform Probability Space | Abstract |
| PY4ML6 | Unsupervised Ensemble Classification with Sequential and Networked Data | Abstract |
| PY4ML7 | A Review for Weighted MinHash Algorithms | Abstract |
| PY4ML8 | PGeoTopic: A Distributed Solution for Mining Geographical Topic Models | Abstract |
| PY4ML9 | Cold-Start Active Sampling Via ?-Tube | Abstract |
| PY4ML10 | Gradual Machine Learning for Entity Resolution | Abstract |
| PY4ML14 | A Hybrid System Based on Dynamic Selection for Time Series Forecasting | Abstract |
| PY4ML15 | Using Randomness to Improve Robustness of Tree-based Models Against Evasion Attacks | Abstract |
| PY4ML16 | Large-Scale Affine Matrix Rank Minimization With a Novel Nonconvex Regularizer | Abstract |
| PY4ML17 | Data Representation by Joint Hypergraph Embedding and Sparse Coding | Abstract |
| PY4ML18 | T-PAIR: Temporal Node-Pair Embedding for Automatic Biomedical Hypothesis Generation | Abstract |
| PY4ML19 | Learnable Weighting of Intra-Attribute Distances for Categorical Data Clustering with Nominal and Ordinal Attributes | Abstract |
| PY4ML24 | A Deep Neural Network for Crossing-City POI Recommendations | Abstract |
| PY4ML26 | Database Meets Artificial Intelligence: A Survey | Abstract |
| PY4ML27 | Incorporating Multi-Source Urban Data for Personalized and Context-Aware Multi-Modal Transportation Recommendation | Abstract |
| PY4ML28 | A Novel Discriminative Dictionary Pair Learning Constrained by Ordinal Locality for Mixed Frequency Data Classification | Abstract |
| PY4ML34 | Semantic Interpretation of Top-N Recommendations | Abstract |
| PY4ML36 | Optimal Scale Combination Selection Integrating Three-Way Decision With Hasse Diagram | Abstract |
| PY4ML37 | A High-Performance Index for Real-Time Matrix Retrieval | Abstract |
| PY4ML39 | Iterative Refinement for Multi-source Visual Domain Adaptation | Abstract |
| PY4ML41 | BayesFlow Learning Complex Stochastic Models With Invertible Neural Networks | Abstract |
| PY4ML42 | Deep Cross-Output Knowledge Transfer Using Stacked-Structure Least-Squares Support Vector Machines | Abstract |
| PY4ML43 | Global Negative Correlation Learning A Unified Framework for Global Optimization of Ensemble Models | Abstract |
| PY4ML45 | Item Concept Network Towards Concept-based Item Representation Learning | Abstract |
| PY4ML47 | Robust Variational Learning for Multiclass Kernel Models With Stein Refinement | Abstract |
| PY4ML49 | Large Scale Network Embedding A Separable Approach | Abstract |
| PY4ML51 | Representation Learning from Limited Educational Data with Crowdsourced Labels | Abstract |
| PY4ML53 | Multi-Dimensional Randomized Response | Abstract |
| PY4ML54 | Improving Speech Emotion Recognition With Adversarial Data Augmentation Network | Abstract |
| PY4ML57 | PRIMAL-GMM: PaRametrIc MAnifold Learning of Gaussian Mixture Models | Abstract |
| PY4ML61 | Deep Learning for Spatio-Temporal Data Mining A Survey | Abstract |
| PY4ML64 | Small Low-Contrast Target Detection Data-Driven Spatiotemporal Feature Fusion and Implementation | Abstract |
| PY4ML65 | Adaptive Lower-level Driven Compaction to Optimize LSM-Tree Key-Value Stores | Abstract |
| PY4ML69 | A Multi-criteria Approach for Fast and Robust Representative Selection from Manifolds | Abstract |
| PY4ML75 | Robust Rank-Constrained Sparse Learning: A Graph-Based Framework for Single View and Multiview Clustering | Abstract |
| PY4ML83 | Clustering Analysis via Deep Generative Models With Mixture Models | Abstract |
| PY4ML84 | Adaptive Hierarchical Attention-Enhanced Gated Network Integrating Reviews for Item Recommendation | Abstract |
| PY4ML85 | Semisupervised Multiple Choice Learning for Ensemble Classification | Abstract |
| PY4ML90 | Toward Predicting Active Participants in Tweet Streams: A Case Study on Two Civil Rights Events | Abstract |
| PY4ML91 | More Than Privacy Applying Differential Privacy in Key Areas of Artificial Intelligence | Abstract |
| PY4ML94 | A Survey on Modern Deep Neural Network for Traffic Prediction Trends, Methods and Challenges | Abstract |
| PY4ML95 | Consensus One-step Multi-view Subspace Clustering | Abstract |
| PY4ML96 | Conditional Random Fields for Multiview Sequential Data Modeling | Abstract |
| PY4ML99 | Graph Neural Network for Fraud Detection via Spatial-temporal Attention | Abstract |
| PY4ML101 | Regularization on Augmented Data to Diversify Sparse Representation for Robust Image Classification | Abstract |
| PY4ML102 | A Review of Single-Source Deep Unsupervised Visual Domain Adaptation | Abstract |
| PY4ML104 | Discovering Temporal Patterns for Event Sequence Clustering via Policy Mixture Model | Abstract |
| PY4ML105 | Encoding high-cardinality string categorical variables | Abstract |
| PY4ML107 | Performance Improvement of a Parsimonious Learning Machine Using Metaheuristic Approaches | Abstract |
| PY4ML108 | Realization of Spatial Sparseness by Deep ReLU Nets With Massive Data | Abstract |
| PY4ML110 | Learnable Subspace Clustering | Abstract |
| PY4ML111 | Unsupervised Domain Adaptation via Discriminative Manifold Propagation | Abstract |
| PY4ML112 | Fully Dynamic k-Center Clustering with Improved Memory Efficiency | Abstract |
| PY4ML114 | Link Prediction Based on Stochastic Information Diffusion | Abstract |
| PY4ML115 | Imbalanced Data Classification via Cooperative Interaction Between Classifier and Generator | Abstract |
| PY4ML117 | Hypergraph Learning Methods and Practices | Abstract |
| PY4ML118 | Improving EEG Decoding via Clustering-Based Multitask Feature Learning | Abstract |
| PY4ML119 | HAM Hybrid Associations Models for Sequential Recommendation | Abstract |
| PY4ML121 | Discriminative Mixture Variational Autoencoder for Semisupervised Classification | Abstract |
| PY4ML123 | Progressive Self-Supervised Clustering With Novel Category Discovery | Abstract |
| PY4ML124 | CuWide Towards Efficient Flow-based Training for Sparse Wide Models on GPUs | Abstract |
| PY4ML126 | An Adaptive Social Spammer Detection Model with Semi-supervised Broad Learning | Abstract |
| PY4ML127 | Adaptive Local Embedding Learning for Semi-supervised Dimensionality Reduction | Abstract |
| PY4ML129 | Fairness in Semi-supervised Learning Unlabeled Data Help to Reduce Discrimination | Abstract |
| PY4ML131 | Ternary Compression for Communication-Efficient Federated Learning | Abstract |
| PY5DL4 | Resolving Power Equipment Data Inconsistency via Heterogeneous Network Alignment | Abstract |
| PY5DL26 | CT Lung Nodule Segmentation A Comparative Study of Data Preprocessing and Deep Learning Models | Abstract |
| PY5DL34 | Modified Red Fox Optimizer With Deep Learning Enabled False Data Injection Attack Detection | Abstract |
| PY5DL43 | Chaotic-Map Based Encryption for 3D Point and 3D Mesh Fog Data in Edge Computing | Abstract |
| PY5DL81 | Fault Classification in Distribution Systems Using Deep Learning With Data Preprocessing Methods Based on Fast Dynamic Time Warping and Short-Time Fourier Transform | Abstract |
| PY5DL84 | Data Analysis in Social Networks for Agribusiness A Systematic Review | Abstract |
| PY4DL3 | Analysis of Classifier Training on Synthetic Data for Cross-Domain Datasets | Abstract |
| PY4DL6 | Stroke Risk Prediction with Hybrid Deep Transfer Learning Framework | Abstract |
| PY4DL9 | Private Facial Prediagnosis as an Edge Service for Parkinson's DBS Treatment Valuation | Abstract |
| PY4DL11 | Exploring Human Mobility for Multi-pattern Passenger Prediction A Graph Learning Framework | Abstract |
| PY4DL15 | Physics-based Noise Modeling for Extreme Low-light Photography | Abstract |
| PY4DL16 | Mining Data Impressions from Deep Models as Substitute for the Unavailable Training Data | Abstract |
| PY4DL18 | Deployment Optimization for Shared e-Mobility Systems with Multi-agent Deep Neural Search | Abstract |
| PY4DL20 | Data pre-processing using Neural Processes for Modelling Personalised Vital-Sign Time-Series Data | Abstract |
| PY4DL21 | Improving the In-Hospital Mortality Prediction of Diabetes ICU Patients Using a Process Mining/Deep Learning Architecture | Abstract |
| PY4DL27 | Long-Term Urban Traffic Speed Prediction With Deep Learning on Graphs | Abstract |
| PY4DL29 | HarMI Human Activity Recognition via Multi-Modality Incremental Learning | Abstract |
| PY4DL54 | Learning Multimodal Representations for Drowsiness Detection | Abstract |
| PY4DL64 | Train Time Delay Prediction for High-Speed Train Dispatching Based on Spatio-Temporal Graph Convolutional Network | Abstract |
| PY4DL69 | Short-Term Traffic Flow Forecasting Method With M-B-LSTM Hybrid Network | Abstract |
| PY4DL75 | SplitAVG A heterogeneity-aware federated deep learning method for medical imaging | Abstract |
| PY4DL77 | MM-UrbanFAC Urban Functional Area Classification Model Based on Multimodal Machine Learning | Abstract |
| PY4DL80 | Scalable and Practical Natural Gradient for Large-Scale Deep Learning | Abstract |
| PY4DL84 | Deep Learning for Road Traffic Forecasting Does it Make a Difference | Abstract |
| PY4DL87 | GraphSAGE-Based Traffic Speed Forecasting for Segment Network With Sparse Data | Abstract |
| PY4DL88 | Short-Term Traffic Flow Forecasting Using Ensemble Approach Based on Deep Belief Networks | Abstract |
| PY4DL91 | Personalized On-Device E-health Analytics with Decentralized Block Coordinate Descent | Abstract |
| PY4DL94 | Fine-Grained Trajectory-based Travel Time Estimation for Multi-city Scenarios Based on Deep Meta-Learning | Abstract |
| PY4DL100 | On-Street Parking Occupancy Inference Based on Payment Transactions | Abstract |
| PY4DL103 | Improving the In-Hospital Mortality Prediction of Diabetes ICU Patients Using a Process Mining/Deep Learning Architecture | Abstract |
| PY4DL105 | Dynamic Neural Graphs Based Federated Reptile for Semi-supervised Multi-Tasking in Healthcare Applications | Abstract |
| PY4DL107 | Traffic Information Mining From Social Media Based on the MC-LSTM-Conv Model | Abstract |
| PY4DL110 | Medical data wrangling with sequential variational autoencoders | Abstract |
| PY4DL121 | On Model Selection for Scalable Time Series Forecasting in Transport Networks | Abstract |
| PY4DL124 | Deep Generative Modelling A Comparative Review of VAEs, GANs, Normalizing Flows, Energy-Based and Autoregressive Models | Abstract |
| PY4DL125 | On Smart Gaze based Annotation of Histopathology Images for Training of Deep Convolutional Neural Networks | Abstract |
| PY4BC3 | Block Search Stochastic Simulation Algorithm (BlSSSA) A Fast Stochastic Simulation Algorithm for Modeling Large Biochemical Networks | Abstract |
| PY4BC5 | Domain and Challenges of Big Data and Archaeological Photogrammetry with Blockchain | Abstract |
| PY4BC6 | Blockchain-based Autonomous Authentication and Integrity for Internet of Battlefield Things in C3I System | Abstract |
| PY4BC8 | SoK: Network-Level Attacks on the Bitcoin P2P Network | Abstract |
| PY4BC10 | Cloud Firewall Under Bursty and Correlated Data Traffic A Theoretical Analysis | Abstract |
| PY4BC11 | Comparative Analysis of Decentralized Identity Approaches | Abstract |
| PY4BC14 | LiteZKP: Lightening Zero-Knowledge Proof-Based Blockchains for IoT and Edge Platforms | Abstract |
| PY4BC16 | Cell based Raft Algorithm for Optimized Consensus Process on Blockchain in Smart Data Market | Abstract |
| PY4BC17 | REPUTABLE - A Decentralized Reputation System for Blockchain-based Ecosystems | Abstract |
| PY4BC19 | A System for The Promotion of Traceability and Ownership of Health Data Using Blockchain | Abstract |
| PY4BC22 | Towards the classification of Self-Sovereign Identity properties | Abstract |
| PY4BC23 | Impact of Block Data Components on the Performance of Blockchain-based VANET Implemented on Hyperledger Fabric | Abstract |
| PY4BC26 | Compliance SSI System Property Set to Laws, Regulations, and Technical Standards | Abstract |
| PY4BC28 | A Patient-Centric Healthcare Framework Reference Architecture for Better Semantic Interoperability based on Blockchain, Cloud, and IoT | Abstract |
| PY4BC30 | New Blockchain Based Special Keys Security Model with Path Compression Algorithm for Big Data | Abstract |
| PY4BC32 | Analysis of Spectrum Sensing and Spectrum Access in Cognitive Radio Networks with Heterogeneous Traffic and p-Retry Buffering | Abstract |
| PY4BC33 | Systematic Review on AI-Blockchain Based E-Healthcare Records Management Systems | Abstract |
| PY4BC35 | Blockchain-Based Intelligent Charging Station Management System Platform | Abstract |
| PY4BC36 | Blockchain-Based Autonomous Notarization System Using National eID Card | Abstract |
| PY4BC37 | A Blockchain Footprint for Authentication of IoT-Enabled Smart Devices in Smart Cities State-of-the-art, Advancement, Challenges and Future Research Directions | Abstract |
| PY4BC39 | Adoption of Federated Learning for Healthcare Informatics Emerging Applications and Future Directions | Abstract |
| PY4BC40 | DSMAC: Privacy-Aware Decentralized Self-Management of Data Access Control Based on Blockchain for Health Data | Abstract |
| PY4BC42 | A blockchain architecture for trusted sub-ledger operations and financial audit using decentralized microservices | Abstract |
| PY4BC47 | Blockchain-Empowered Service Management for the Decentralized Metaverse of Things | Abstract |
| PY4BC49 | Chain-based Covert Data Embedding Schemes in Blockchain | Abstract |
| PY4BC50 | Blockchain-Enabled Social Security Services Using Smart Contracts | Abstract |
| PY4BC51 | Secure Message Handling in Vehicular Energy Networks using Blockchain and Artificially Intelligent IPFS | Abstract |
| PY4BC52 | A Coexistence Analysis of Blockchain, SCADA Systems, and OpenADR for Energy Services Provision | Abstract |
| PY4BC54 | SIGNORA: A Blockchain-Based Framework for Dataflow Integrity Provisioning in an Untrusted Data Pipeline | Abstract |
| PY4BC58 | An Ultra-Scalable Blockchain Platform for Universal Asset Tokenization Design and Implementation | Abstract |
| PY4BC59 | Generative VoxelNet: Learning Energy-Based Models for 3D Shape Synthesis and Analysis | Abstract |
| PY4BC60 | Blockchain and NFTs for Time-bound Access and Monetization of Private Data | Abstract |
| PY4BC61 | A Gap Between Blockchain and General Data Protection Regulation A Systematic Review | Abstract |
| PY4BC63 | Survey on Blockchain-based IoT Payment and Marketplaces | Abstract |
| PY4BC64 | Towards Large-Scale and Privacy-Preserving Contact Tracing in COVID-19 Pandemic: A Blockchain Perspective | Abstract |
| PY4BC65 | End-to-End Latency Analysis and Optimal Block Size of Proof-of-Work Blockchain Applications | Abstract |
| PY4BC66 | FedMarket: A Cryptocurrency Driven Marketplace for Mobile Federated Learning Services | Abstract |
| PY4BC69 | Overcoming Data Availability Attacks in Blockchain Systems: Short Code-Length LDPC Code Design for Coded Merkle Tree | Abstract |
| PY4BC70 | Electronic Health Records Sharing Model Based on Blockchain With Checkable State PBFT Consensus Algorithm | Abstract |
| PY4BC72 | Blockchain and AI-empowered Healthcare Insurance Fraud Detection An Analysis, Architecture, and Future Prospects | Abstract |
| PY5DS36 | Data Augmentation Based on Generative Adversarial Networks for Endoscopic Image Classification | Abstract |
| PY5DS44 | Applying One-Class Algorithms for Data Stream-Based Insider Threat Detection | Abstract |
| PY5IOT4 | Deep Learning of Sparse Patterns in Medical IoT for Efficient Big Data Harnessing | Abstract |
| PY5IOT11 | EGCrypto A Low-Complexity Elliptic Galois Cryptography Model for Secure Data Transmission in IoT | Abstract |
| PY5IOT12 | Blockchain Assisted Data Edge Verification With Consensus Algorithm for Machine Learning Assisted IoT | Abstract |
| PY5IOT13 | Security-Aware Provenance for Transparency in IoT Data Propagation | Abstract |
| PY5IOT17 | A QoS-Aware Data Aggregation Strategy for Resource Constrained IoT-Enabled AMI Network in Smart Grid | Abstract |
| PY5IOT21 | Data Enrichment Toolchain A Data Linking and Enrichment Platform for Heterogeneous Data | Abstract |
| PY5IOT33 | Hybrid Optical Wireless Communication for Versatile IoT Applications Data Rate Improvement and Analysis | Abstract |
| PY5CS2 | Scalable Uncertainty-Aware Truth Discovery in Big Data Social Sensing Applications for Cyber-Physical Systems | Abstract |
| PY5CS5 | Blockchain Based Dynamic Spectrum Access of Non Real Time Data in Cyber Physical Social Systems | Abstract |
| PY5CS6 | PSDS–Proficient Security Over Distributed Storage A Method for Data Transmission in Cloud | Abstract |
| PY5AI17 | Uncovering Archaeological Sites in Airborne LiDAR Data With Data-Centric Artificial Intelligence | Abstract |
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