DOTNET-DATA MINING 2022-2023

SNO

DOTNET-DATA MINING 2022-2023

OK4DM01

A General Approach For Supporting Time Series Matching using Multiple-Warped Distances

OK4DM02

A Multi-criteria Approach for Fast and Robust Representative Selection from Manifolds

OK4DM03

A Novel Outlier Detection Method for Multivariate Data

OK4DM04

A Semantic Network Encoder for Associated Fact Prediction

OK4DM05

A Stochastic Approach to Finding Densest Temporal Subgraphs in Dynamic Graphs

OK4DM06

A Survey on Data Pricing from Economics to Data Science

OK4DM07

A Unified Framework for User Identification across Online and Offline Data

OK4DM08

Adaptive Hierarchical Attention-Enhanced Gated Network Integrating Reviews for Item Recommendation

OK4DM09

Bipartite Graph based Multi-view Clustering

OK4DM10

Challenges in KNN Classification

OK4DM11

Cleaning Uncertain Data with Crowdsourcing - a General Model with Diverse Accuracy Rates

OK4DM12

Consensus One-step Multi-view Subspace Clustering

OK4DM13

Context-aware Service Recommendation based on Knowledge Graph Embedding

OK4DM14

Continuous Trajectory Similarity Search for Online Outlier Detection

OK4DM15

Data Representation by Joint Hypergraph Embedding and Sparse Coding

OK4DM16

Deep Feature-Based Text Clustering and Its Explanation

OK4DM17

Deep Learning for Adverse Event Detection from Web Search

OK4DM18

Deep Learning for Spatio-Temporal Data Mining A Survey

OK4DM19

Detecting Statistically Significant Communities

OK4DM20

Discovering Temporal Patterns for Event Sequence Clustering via Policy Mixture Model

OK4DM21

Discretization Using Combination of Heuristics for High Accuracy with Huge Noise Reduction

OK4DM22

Distributed Bayesian Matrix Decomposition for Big Data Mining and Clustering

OK4DM23

Effective and Efficient Discovery of Top-k Meta Paths in Heterogeneous Information Networks

OK4DM24

Effective Similarity Search on Heterogeneous Networks A Meta-path Free Approach

OK4DM25

Efficient Distributed Clustering Algorithms on Star-Schema Heterogeneous Graphs

OK4DM26

Efficient Shapelet Discovery for Time Series Classification

OK4DM27

ESA-Stream Efficient Self-Adaptive Online Data Stream Clustering

OK4DM28

Exploiting Reuse for GPU Subgraph Enumeration

OK4DM29

ESVSSE Enabling Efficient, Secure, Verifiable Searchable Symmetric Encryption

OK4DM30

Event Popularity Prediction Using Influential Hashtags from Social Media

OK4DM31

Exploring Temporal Information for Dynamic Network Embedding

OK4DM32

Extract Human Mobility Patterns Powered by City Semantic Diagram

OK4DM33

Fast and Secure Distributed Nonnegative Matrix Factorization

OK4DM34

FastDTW is approximate and Generally Slower than the Algorithm it Approximates

OK4DM35

Foresee Urban Sparse Traffic Accidents A Spatiotemporal Multi-Granularity Perspective

OK4DM36

Fully Dynamic k-Center Clustering with Improved Memory Efficiency

OK4DM37

GloDyNE Global Topology Preserving Dynamic Network Embedding

OK4DM38

Graph Neural Network for Fraud Detection via Spatial-temporal Attention

OK4DM39

HAM Hybrid Associations Models for Sequential Recommendation

OK4DM40

Heterogeneous Network Representation Learning A Unified Framework with Survey and Benchmark

OK4DM41

Heuristic 3D Interactive Walks for Multilayer Network Embedding

OK4DM42

Identifying User Relationship on WeChat Money-Gifting Network

OK4DM43

Improving IO Complexity of Triangle Enumeration

OK4DM44

Index-based Intimate-Core Community Search in Large Weighted Graphs

OK4DM45

Interpretation of Structural Preservation in Low-dimensional Embeddings

OK4DM46

Iterative Refinement for Multi-source Visual Domain Adaptation

OK4DM47

Large Scale Tensor Factorization via Parallel Sketches

OK4DM48

Learning Dynamics and Heterogeneity of Spatial-Temporal Graph Data for Traffic Forecasting

OK4DM49

Learning Inter-Modal Correspondence and Phenotypes from Multi-Modal Electronic Health Records

OK4DM50

LTC a Fast Algorithm to Accurately Find Significant Items in Data Streams

OK4DM51

HinCTI A Cyber Threat Intelligence Modeling and Identification System Based on Heterogeneous Information Network

OK4DM52

Measuring Fitness and Precision of Automatically Discovered Process Models A Principled and Scalable Approach

OK4DM53

mg2vec Learning Relationship-Preserving Heterogeneous Graph Representations via Metagraph Embedding

OK4DM54

RDMN A relative density measure based on MST neighborhood for clustering multi-scale datasets

OK4DM55

Representation Learning from Limited Educational Data with Crowdsourced Labels

OK4DM56

Representation Learning with Multi-level Attention for Activity Trajectory Similarity Computation

OK4DM57

RHINE Relation Structure-Aware Heterogeneous Information Network Embedding

OK4DM58

SCHAIN-IRAM An Efficient and Effective Semi-supervised Clustering Algorithm for Attributed Heterogeneous Information Networks

OK4DM59

Mining High Quality Patterns Using Multi-Objective Evolutionary Algorithm

OK4DM60

Modeling Spatial Trajectories with Attribute Representation Learning

OK4DM61

Multi-Query Optimization of Incrementally Evaluated Sliding-Window Aggregations

OK4DM62

sCOs Semi-supervised co-selection by a similarity preserving approach

OK4DM63

Multiset Membership Lookup in Large Datasets

OK4DM64

Multi-View Clustering with the Cooperation of Visible and Hidden ViewsA

OK4DM65

Online Spatio-temporal Crowd Flow Distribution Prediction for Complex Metro System

OK4DM66

Parallel Fractional Hot-Deck Imputation and Variance Estimation for Big Incomplete Data Curing

OK4DM67

Periodic Communities Mining in Temporal Networks Concepts and Algorithms

OK4DM68

PGeoTopic A Distributed Solution for Mining Geographical Topic Models

OK4DM69

Predicting Hot Events in the Early Period through Bayesian Model for Social Networks

OK4DM70

Pre-training Time-Aware Location Embeddings from Spatial-Temporal Trajectories

OK4DM71

Semi-supervised Concept Learning by Concept-cognitive Learning and Concept Space

OK4DM72

SoulMate Short-text author linking through Multi-aspect temporal-textual embedding

OK4DM73

Spatio-Temporal Meta Learning for Urban Traffic Prediction

OK4DM74

Stat-DSM Statistically Discriminative Sub-trajectory Mining with Multiple Testing Correction

OK4DM75

Subgraph Matching with Effective Matching Order and Indexing

OK4DM76

Tensor Canonical Correlation Analysis Networks for Multi-view Remote Sensing Scene Recognition

OK4DM77

Toward Predicting Active Participants in Tweet Streams A case study on Two Civil Rights Events

OK4DM78

T-PAIR Temporal Node-pair Embedding for Automatic Biomedical Hypothesis Generation

OK4DM79

Truss-based Structural Diversity Search in Graphs

OK4DM80

Unsupervised Spectral Feature Selection with Dynamic Hyper-graph Learning