JAVA PROJECTS

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.

Data Mining Projects

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.

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S.NOPROJECT TITLES
JV4DM1mg2vec: Learning Relationship-Preserving Heterogeneous Graph Representations via Metagraph Embedding
JV4DM2Adaptive Hierarchical Attention-Enhanced Gated Network Integrating Reviews for Item Recommendation
JV4DM3Cleaning Uncertain Data with Crowdsourcing - a General Model with Diverse Accuracy Rates
JV4DM4Periodic Communities Mining in Temporal Networks Concepts and Algorithms
JV4DM5Fast and Secure Distributed Nonnegative Matrix Factorization
JV4DM6Discretization Using Combination of Heuristics for High Accuracy with Huge Noise Reduction
JV4DM7SCHAIN-IRAM: An Efficient and Effective Semi-Supervised Clustering Algorithm for Attributed Heterogeneous Information Networks
JV4DM8Iterative Refinement for Multi-source Visual Domain Adaptation
JV4DM9RHINE: Relation Structure-Aware Heterogeneous Information Network Embedding
JV4DM10SoulMate: Short-Text Author Linking Through Multi-Aspect Temporal-Textual Embedding
JV4DM11HinCTI: A Cyber Threat Intelligence Modeling and Identification System Based on Heterogeneous Information Network
JV4DM12ESVSSE Enabling Efficient, Secure, Verifiable Searchable Symmetric Encryption
JV4DM13Bipartite Graph based Multi-view Clustering
JV4DM14Online Spatio-temporal Crowd Flow Distribution Prediction for Complex Metro System
JV4DM15Multi-Query Optimization of Incrementally Evaluated Sliding-Window Aggregations
JV4DM16Discovering Temporal Patterns for Event Sequence Clustering via Policy Mixture Model
JV4DM17Tensor Canonical Correlation Analysis Networks for Multi-view Remote Sensing Scene Recognition
JV4DM18Representation Learning with Multi-level Attention for Activity Trajectory Similarity Computation
JV4DM19Identifying User Relationship on WeChat Money-Gifting Network
JV4DM20Predicting Hot Events in the Early Period through Bayesian Model for Social Networks
JV4DM21Modeling Spatial Trajectories with Attribute Representation Learning
JV4DM22Stat-DSM: Statistically Discriminative Sub-Trajectory Mining With Multiple Testing Correction
JV4DM23Context-aware Service Recommendation based on Knowledge Graph Embedding
JV4DM24Effective and Efficient Discovery of Top-k Meta Paths in Heterogeneous Information Networks
JV4DM25Data Representation by Joint Hypergraph Embedding and Sparse Coding
JV4DM26Mining High Quality Patterns Using Multi-Objective Evolutionary Algorithm
JV4DM27Deep Feature-Based Text Clustering and Its Explanation
JV4DM28Distributed Bayesian Matrix Decomposition for Big Data Mining and Clustering
JV4DM29A Multi-criteria Approach for Fast and Robust Representative Selection from Manifolds
JV4DM30LTC: a Fast Algorithm to Accurately Find Significant Items in Data Streams
JV4DM31Subgraph Matching with Effective Matching Order and Indexing
JV4DM32sCOs: Semi-Supervised Co-Selection by a Similarity Preserving Approach
JV4DM33A Unified Framework for User Identification across Online and Offline Data
JV4DM34Exploring Temporal Information for Dynamic Network Embedding
JV4DM35Improving I/O Complexity of Triangle Enumeration
JV4DM36PGeoTopic A Distributed Solution for Mining Geographical Topic Models
JV4DM37Interpretation of Structural Preservation in Low-dimensional Embeddings
JV4DM38Representation Learning from Limited Educational Data with Crowdsourced Labels
JV4DM39Multiset Membership Lookup in Large Datasets
JV4DM40ESA-Stream: Efficient Self-Adaptive Online Data Stream Clustering
JV4DM41Learning Dynamics and Heterogeneity of Spatial-Temporal Graph Data for Traffic Forecasting
JV4DM42Foresee Urban Sparse Traffic Accidents: A Spatiotemporal Multi-Granularity Perspective
JV4DM43FastDTW is approximate and Generally Slower than the Algorithm it Approximates
JV4DM44Graph Neural Network for Fraud Detection via Spatial-temporal Attention
JV4DM45A Novel Outlier Detection Method for Multivariate Data
JV4DM46Consensus One-step Multi-view Subspace Clustering
JV4DM47Extract Human Mobility Patterns Powered by City Semantic Diagram
JV4DM48Heterogeneous Network Representation Learning A Unified Framework with Survey and Benchmark
JV4DM49Index-based Intimate-Core Community Search in Large Weighted Graphs
JV4DM50Learning Inter-Modal Correspondence and Phenotypes from Multi-Modal Electronic Health Records
JV4DM51Continuous Trajectory Similarity Search for Online Outlier Detection
JV4DM52Deep Learning for Adverse Event Detection from Web Search
JV4DM53Truss-based Structural Diversity Search in Graphs
JV4DM54Multi-View Clustering with the Cooperation of Visible and Hidden Views
JV4DM55Toward Predicting Active Participants in Tweet Streams A case study on Two Civil Rights Events
JV4DM56Unsupervised Spectral Feature Selection with Dynamic Hyper-graph Learning
JV4DM57HAMHAM: Hybrid Associations Models for Sequential Recommendation
JV4DM58Spatio-Temporal Meta Learning for Urban Traffic Prediction
JV4DM59Pre-training Time-Aware Location Embeddings from Spatial-Temporal Trajectories
JV4DM60Measuring Fitness and Precision of Automatically Discovered Process Models: A Principled and Scalable Approach
JV4DM61Effective Similarity Search on Heterogeneous Networks A Meta-path Free Approach
JV4DM62A Survey on Data Pricing: From Economics to Data Science
JV4DM63Large Scale Tensor Factorization via Parallel Sketches
JV4DM64Challenges in KNN Classification
JV4DM65Heuristic 3D Interactive Walks for Multilayer Network Embedding
JV4DM66Event Popularity Prediction Using Influential Hashtags from Social Media
JV4DM67A Semantic Network Encoder for Associated Fact Prediction
JV4DM68Efficient Distributed Clustering Algorithms on Star-Schema Heterogeneous Graphs
JV4DM69Detecting Statistically Significant Communities
JV4DM70Parallel Fractional Hot-Deck Imputation and Variance Estimation for Big Incomplete Data Curing
JV4DM71Semi-supervised Concept Learning by Concept-cognitive Learning and Concept Space
JV4DM72RDMN: A Relative Density Measure Based on MST Neighborhood for Clustering Multi-Scale Datasets
JV4DM73GloDyNE: Global Topology Preserving Dynamic Network Embedding
JV4DM74Fully Dynamic kk-Center Clustering With Improved Memory Efficiency
JV4DM75T-PAIR Temporal Node-pair Embedding for Automatic Biomedical Hypothesis Generation
JV4DM76Efficient Shapelet Discovery for Time Series Classification
JV4DM77A Stochastic Approach to Finding Densest Temporal Subgraphs in Dynamic Graphs
JV4DM78A General Approach For Supporting Time Series Matching using Multiple-Warped Distances
JV4DM79Exploiting Reuse for GPU Subgraph Enumeration
JV4DM80Deep Learning for Spatio-Temporal Data Mining: A Survey

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