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Knowledge Science, Engineering and Management [2021]

1
An Adversarial Training Method for Improving Model Robustness in Unsupervised Domain Adaptation
1
A Semantic Textual Similarity Calculation Model Based on Pre-training Model
1
Research on Innovation Trends of AI Applied to Medical Instruments Using Informetrics Based on Multi-sourse Information
2
Extracting Prerequisite Relations Among Wikipedia Concepts Using the Clickstream Data
2
Context-Aware Anomaly Detection in Attributed Networks
2
Representation Learning of Knowledge Graph with Semantic Vectors
3
An Efficient Hybrid Approach to Detecting and Correcting Auxiliary Word Errors in Chinese Text
3
Clustering Massive-Categories and Complex Documents via Graph Convolutional Network
3
Chinese Relation Extraction with Flat-Lattice Encoding and Pretrain-Transfer Strategy
4
Structure-Enhanced Graph Representation Learning for Link Prediction in Signed Networks
4
English Cloze Test Based on BERT
4
Traffic Accident Prediction Methods Based on Multi-factor Models
5
An Automatic Method for Understanding Political Polarization Through Social Media
5
A Property-Based Method for Acquiring Commonsense Knowledge
5
Combining BERT and Multiple Embedding Methods with the Deep Neural Network for Humor Detection
6
An Efficient Link Prediction Model in Dynamic Heterogeneous Information Networks Based on Multiple Self-attention
6
An Improved Convolutional Neural Network Based on Noise Layer
6
Multi-hop Learning Promote Cooperation in Multi-agent Systems
7
A Clustering-Prediction Pipeline for Customer Churn Analysis
7
Syntactic Enhanced Projection Network for Few-Shot Chinese Event Extraction
7
FedPS: Model Aggregation with Pseudo Samples
8
Fine-Grained Unbalanced Interaction Network for Visual Question Answering
8
A Framework of Data Augmentation While Active Learning for Chinese Named Entity Recognition
8
Dense Incremental Extreme Learning Machine with Accelerating Amount and Proportional Integral Differential
9
Swarm Intelligence-Based Feature Selection: An Improved Binary Grey Wolf Optimization Method
9
Knowledge-Based Diverse Feature Transformation for Few-Shot Relation Classification
9
Traffic Route Planning in Partially Observable Environment Using Actions Group Representation
10
Integrating Real-Time Entity Resolution with Top-<italic>N</italic> Join Query Processing
10
Bayesian Belief Network Model Using Sematic Concept for Expert Finding
10
Community Detection in Dynamic Networks: A Novel Deep Learning Method
11
Incorporating Question Information to Enhance the Performance of Automatic Short Answer Grading
11
Towards Solving the Winograd Schema Challenge: Model-Free, Model-Based and a Spectrum in Between
11
Additive Noise Model Structure Learning Based on Rank Statistics
12
Integrating Task Information into Few-Shot Classifier by Channel Attention
12
The Novel Efficient Transformer for NLP
12
A MOOCs Recommender System Based on User’s Knowledge Background
13
Rumor Verification on Social Media with Stance-Aware Recursive Tree
13
Joint Entity and Relation Extraction for Long Text
13
TEBC-Net: An Effective Relation Extraction Approach for Simple Question Answering over Knowledge Graphs
14
Aspect and Opinion Terms Co-extraction Using Position-Aware Attention and Auxiliary Labels
14
Evaluating Dataset Creation Heuristics for Concept Detection in Web Pages Using BERT
14
Representing Knowledge Graphs with Gaussian Mixture Embedding
15
Beyond Laplacian Smoothing for Semi-supervised Community Detection
15
Panoptic-DLA: Document Layout Analysis of Historical Newspapers Based on Proposal-Free Panoptic Segmentation Model
15
A Semi-supervised Multi-objective Evolutionary Algorithm for Multi-layer Network Community Detection
16
Landscape-Enhanced Graph Attention Network for Rumor Detection
16
Improving Answer Type Classification Quality Through Combined Question Answering Datasets
16
Named Entity Recognition Based on Reinforcement Learning and Adversarial Training
17
An Overview of Methods for Acquiring and Generating Decision Models
17
Improved Partitioning Graph Embedding Framework for Small Cluster
17
FOBA: Flight Operation Behavior Analysis Based on Hierarchical Encoding
18
Fine-Grained Image Classification Based on Target Acquisition and Feature Fusion
18
A Framework of Data Fusion Through Spatio-Temporal Knowledge Graph
18
An Event Detection Method Combining Temporal Dimension and Position Dimension
19
LogAttn: Unsupervised Log Anomaly Detection with an AutoEncoder Based Attention Mechanism
19
Local Feature Normalization
19
SEGAR: Knowledge Graph Augmented Session-Based Recommendation
20
DNEA: Dynamic Network Embedding Method for Anomaly Detection
20
Combining Knowledge with Attention Neural Networks for Short Text Classification
20
Symbiosis: A Novel Framework for Integrating Hierarchies from Knowledge Graph into Recommendation System
21
Adversarial Constraint Evaluation on Biomedical Text Mining
21
A Dialogue Contextual Flow Model for Utterance Intent Recognition in Multi-turn Online Conversation
21
An Ensemble Fuzziness-Based Online Sequential Learning Approach and Its Application
22
Enhanced Self-node Weights Based Graph Convolutional Networks for Passenger Flow Prediction
22
An Empirical Study on Effect of Semantic Measures in Cross-Domain Recommender System in User Cold-Start Scenario
22
GASKT: A Graph-Based Attentive Knowledge-Search Model for Knowledge Tracing
23
Interpretation of Learning-Based Automatic Source Code Vulnerability Detection Model Using LIME
23
Community Enhanced Course Concept Recommendation in MOOCs with Multiple Entities
23
Fragile Neural Network Watermarking with Trigger Image Set
24
Efficient Depth Completion Network Based on Dynamic Gated Fusion
24
AABC:ALBERT-BiLSTM-CRF Combining with Adapters
24
Introducing Graph Neural Networks for Few-Shot Relation Prediction in Knowledge Graph Completion Task
25
A Blockchain Based Framework for Smart Greenhouse Data Management
25
Q-Learning with Fisher Score for Feature Selection of Large-Scale Data Sets
25
A Research Study on Running Machine Learning Algorithms on Big Data with Spark
26
Medication Combination Prediction via Attention Neural Networks with Prior Medical Knowledge
26
Attentional Neural Factorization Machines for Knowledge Tracing
26
The Modularity of Inconsistent Knowledge Bases with Application to Measuring Inconsistency
27
CelebHair: A New Large-Scale Dataset for Hairstyle Recommendation Based on CelebA
27
Node-Image CAE: A Novel Embedding Method via Convolutional Auto-encoder and High-Order Proximities
27
Collaborative Embedding for Knowledge Tracing
28
Image Super-Resolution Based on Residual Block Dense Connection
28
Construction and Analysis of Cross-Regional Emergency Collaboration Network Model
28
EN-DIVINE: An Enhanced Generative Adversarial Imitation Learning Framework for Knowledge Graph Reasoning
29
EGIM: Evolution Graph Based Interest Modeling for Click-Through Rate Prediction
29
Residual Gated Recurrent Unit-Based Stacked Network for Stock Trend Prediction from Limit Order Book
29
Knowledge Distillation via Channel Correlation Structure
30
Visualizing the Finer Cluster Structure of Large-Scale and High-Dimensional Data
30
A Social Attribute Inferred Model Based on Spatio-Temporal Data
30
Feature Interaction Convolutional Network for Knowledge Graph Embedding
31
Learning Resource Recommendation in E-Learning Systems Based on Online Learning Style
31
Chinese Judicial Summarising Based on Short Sentence Extraction and GPT-2
31
Towards a Modular Ontology for Cloud Consumer Review Mining
32
Alignment-Based Graph Network for Judicial Examination Task
32
Extracting Anomalous Pre-earthquake Signatures from Swarm Satellite Data Using EOF and PC Analysis
32
Identification of Critical Nodes in Urban Transportation Network Through Network Topology and Server Routes
33
Embedding-Based Network Alignment Using Neural Tensor Networks
33
Hierarchical Multi-label Text Classification: Self-adaption Semantic Awareness Network Integrating Text Topic and Label Level Information
33
Graph Ensemble Networks for Semi-supervised Embedding Learning
34
Detecting Parkinson’s Disease According to Gender Using Speech Signals
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