Data Mining Projects
Java-based Data Mining projects are excellent for final year students pursuing BTech, BE, MTech, or ME degrees. These projects allow students to gain practical experience and showcase their skills to potential employers through proper documentation, plagiarism-free reports, and source code.
All Data Mining Projects
Here the list of Popular Data Mining projects include image classification, natural language processing, recommendation systems, predictive analytics, sentiment analysis, and anomaly detection.
| S.NO | IEEE PROJECT TITLE | ABSTRACT |
|---|---|---|
| JV4DM1 | mg2vec: Learning Relationship-Preserving Heterogeneous Graph Representations via Metagraph Embedding | Abstract |
| JV4DM2 | Adaptive Hierarchical Attention-Enhanced Gated Network Integrating Reviews for Item Recommendation | Abstract |
| JV4DM3 | Cleaning Uncertain Data with Crowdsourcing - a General Model with Diverse Accuracy Rates | Abstract |
| JV4DM4 | Periodic Communities Mining in Temporal Networks Concepts and Algorithms | Abstract |
| JV4DM5 | Fast and Secure Distributed Nonnegative Matrix Factorization | Abstract |
| JV4DM6 | Discretization Using Combination of Heuristics for High Accuracy with Huge Noise Reduction | Abstract |
| JV4DM7 | SCHAIN-IRAM: An Efficient and Effective Semi-Supervised Clustering Algorithm for Attributed Heterogeneous Information Networks | Abstract |
| JV4DM8 | Iterative Refinement for Multi-source Visual Domain Adaptation | Abstract |
| JV4DM9 | RHINE: Relation Structure-Aware Heterogeneous Information Network Embedding | Abstract |
| JV4DM10 | SoulMate: Short-Text Author Linking Through Multi-Aspect Temporal-Textual Embedding | Abstract |
| JV4DM11 | HinCTI: A Cyber Threat Intelligence Modeling and Identification System Based on Heterogeneous Information Network | Abstract |
| JV4DM12 | ESVSSE Enabling Efficient, Secure, Verifiable Searchable Symmetric Encryption | Abstract |
| JV4DM13 | Bipartite Graph based Multi-view Clustering | Abstract |
| JV4DM14 | Online Spatio-temporal Crowd Flow Distribution Prediction for Complex Metro System | Abstract |
| JV4DM15 | Multi-Query Optimization of Incrementally Evaluated Sliding-Window Aggregations | Abstract |
| JV4DM16 | Discovering Temporal Patterns for Event Sequence Clustering via Policy Mixture Model | Abstract |
| JV4DM17 | Tensor Canonical Correlation Analysis Networks for Multi-view Remote Sensing Scene Recognition | Abstract |
| JV4DM18 | Representation Learning with Multi-level Attention for Activity Trajectory Similarity Computation | Abstract |
| JV4DM19 | Identifying User Relationship on WeChat Money-Gifting Network | Abstract |
| JV4DM20 | Predicting Hot Events in the Early Period through Bayesian Model for Social Networks | Abstract |
| JV4DM21 | Modeling Spatial Trajectories with Attribute Representation Learning | Abstract |
| JV4DM22 | Stat-DSM: Statistically Discriminative Sub-Trajectory Mining With Multiple Testing Correction | Abstract |
| JV4DM23 | Context-aware Service Recommendation based on Knowledge Graph Embedding | Abstract |
| JV4DM24 | Effective and Efficient Discovery of Top-k Meta Paths in Heterogeneous Information Networks | Abstract |
| JV4DM25 | Data Representation by Joint Hypergraph Embedding and Sparse Coding | Abstract |
| JV4DM26 | Mining High Quality Patterns Using Multi-Objective Evolutionary Algorithm | Abstract |
| JV4DM27 | Deep Feature-Based Text Clustering and Its Explanation | Abstract |
| JV4DM28 | Distributed Bayesian Matrix Decomposition for Big Data Mining and Clustering | Abstract |
| JV4DM29 | A Multi-criteria Approach for Fast and Robust Representative Selection from Manifolds | Abstract |
| JV4DM30 | LTC: a Fast Algorithm to Accurately Find Significant Items in Data Streams | Abstract |
| JV4DM31 | Subgraph Matching with Effective Matching Order and Indexing | Abstract |
| JV4DM32 | sCOs: Semi-Supervised Co-Selection by a Similarity Preserving Approach | Abstract |
| JV4DM33 | A Unified Framework for User Identification across Online and Offline Data | Abstract |
| JV4DM34 | Exploring Temporal Information for Dynamic Network Embedding | Abstract |
| JV4DM35 | Improving I/O Complexity of Triangle Enumeration | Abstract |
| JV4DM36 | PGeoTopic A Distributed Solution for Mining Geographical Topic Models | Abstract |
| JV4DM37 | Interpretation of Structural Preservation in Low-dimensional Embeddings | Abstract |
| JV4DM38 | Representation Learning from Limited Educational Data with Crowdsourced Labels | Abstract |
| JV4DM39 | Multiset Membership Lookup in Large Datasets | Abstract |
| JV4DM40 | ESA-Stream: Efficient Self-Adaptive Online Data Stream Clustering | Abstract |
| JV4DM41 | Learning Dynamics and Heterogeneity of Spatial-Temporal Graph Data for Traffic Forecasting | Abstract |
| JV4DM42 | Foresee Urban Sparse Traffic Accidents: A Spatiotemporal Multi-Granularity Perspective | Abstract |
| JV4DM43 | FastDTW is approximate and Generally Slower than the Algorithm it Approximates | Abstract |
| JV4DM44 | Graph Neural Network for Fraud Detection via Spatial-temporal Attention | Abstract |
| JV4DM45 | A Novel Outlier Detection Method for Multivariate Data | Abstract |
| JV4DM46 | Consensus One-step Multi-view Subspace Clustering | Abstract |
| JV4DM47 | Extract Human Mobility Patterns Powered by City Semantic Diagram | Abstract |
| JV4DM48 | Heterogeneous Network Representation Learning A Unified Framework with Survey and Benchmark | Abstract |
| JV4DM49 | Index-based Intimate-Core Community Search in Large Weighted Graphs | Abstract |
| JV4DM50 | Learning Inter-Modal Correspondence and Phenotypes from Multi-Modal Electronic Health Records | Abstract |
| JV4DM51 | Continuous Trajectory Similarity Search for Online Outlier Detection | Abstract |
| JV4DM52 | Deep Learning for Adverse Event Detection from Web Search | Abstract |
| JV4DM53 | Truss-based Structural Diversity Search in Graphs | Abstract |
| JV4DM54 | Multi-View Clustering with the Cooperation of Visible and Hidden Views | Abstract |
| JV4DM55 | Toward Predicting Active Participants in Tweet Streams A case study on Two Civil Rights Events | Abstract |
| JV4DM56 | Unsupervised Spectral Feature Selection with Dynamic Hyper-graph Learning | Abstract |
| JV4DM57 | HAMHAM: Hybrid Associations Models for Sequential Recommendation | Abstract |
| JV4DM58 | Spatio-Temporal Meta Learning for Urban Traffic Prediction | Abstract |
| JV4DM59 | Pre-training Time-Aware Location Embeddings from Spatial-Temporal Trajectories | Abstract |
| JV4DM60 | Measuring Fitness and Precision of Automatically Discovered Process Models: A Principled and Scalable Approach | Abstract |
| JV4DM61 | Effective Similarity Search on Heterogeneous Networks A Meta-path Free Approach | Abstract |
| JV4DM62 | A Survey on Data Pricing: From Economics to Data Science | Abstract |
| JV4DM63 | Large Scale Tensor Factorization via Parallel Sketches | Abstract |
| JV4DM64 | Challenges in KNN Classification | Abstract |
| JV4DM65 | Heuristic 3D Interactive Walks for Multilayer Network Embedding | Abstract |
| JV4DM66 | Event Popularity Prediction Using Influential Hashtags from Social Media | Abstract |
| JV4DM67 | A Semantic Network Encoder for Associated Fact Prediction | Abstract |
| JV4DM68 | Efficient Distributed Clustering Algorithms on Star-Schema Heterogeneous Graphs | Abstract |
| JV4DM69 | Detecting Statistically Significant Communities | Abstract |
| JV4DM70 | Parallel Fractional Hot-Deck Imputation and Variance Estimation for Big Incomplete Data Curing | Abstract |
| JV4DM71 | Semi-supervised Concept Learning by Concept-cognitive Learning and Concept Space | Abstract |
| JV4DM72 | RDMN: A Relative Density Measure Based on MST Neighborhood for Clustering Multi-Scale Datasets | Abstract |
| JV4DM73 | GloDyNE: Global Topology Preserving Dynamic Network Embedding | Abstract |
| JV4DM74 | Fully Dynamic kk-Center Clustering With Improved Memory Efficiency | Abstract |
| JV4DM75 | T-PAIR Temporal Node-pair Embedding for Automatic Biomedical Hypothesis Generation | Abstract |
| JV4DM76 | Efficient Shapelet Discovery for Time Series Classification | Abstract |
| JV4DM77 | A Stochastic Approach to Finding Densest Temporal Subgraphs in Dynamic Graphs | Abstract |
| JV4DM78 | A General Approach For Supporting Time Series Matching using Multiple-Warped Distances | Abstract |
| JV4DM79 | Exploiting Reuse for GPU Subgraph Enumeration | Abstract |
| JV4DM80 | Deep Learning for Spatio-Temporal Data Mining: A Survey | Abstract |
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