Chengqi Zhang
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Chengqi Zhangcomputer-science Degrees
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Computer Science
Chengqi Zhang's Degrees
- PhD Computer Science University of Science and Technology of China
- Masters Computer Science University of Science and Technology of China
- Bachelors Computer Science University of Science and Technology of China
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(Suggest an Edit or Addition)Chengqi Zhang's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- A Comprehensive Survey on Graph Neural Networks (2019) (4288)
- Graph WaveNet for Deep Spatial-Temporal Graph Modeling (2019) (752)
- DiSAN: Directional Self-Attention Network for RNN/CNN-free Language Understanding (2017) (626)
- Adversarially Regularized Graph Autoencoder for Graph Embedding (2018) (545)
- Efficient mining of both positive and negative association rules (2004) (503)
- Network Representation Learning: A Survey (2017) (456)
- Association Rule Mining: Models and Algorithms (2002) (445)
- Connecting the Dots: Multivariate Time Series Forecasting with Graph Neural Networks (2020) (433)
- Tri-Party Deep Network Representation (2016) (364)
- Data preparation for data mining (2003) (272)
- Association Rule Mining (2002) (235)
- Attributed Graph Clustering: A Deep Attentional Embedding Approach (2019) (221)
- Genetic algorithm-based strategy for identifying association rules without specifying actual minimum support (2009) (220)
- Learning Graph Embedding With Adversarial Training Methods (2019) (163)
- Bag Constrained Structure Pattern Mining for Multi-Graph Classification (2014) (160)
- Mining Both Positive and Negative Association Rules (2002) (159)
- Probabilistic Exposure Fusion (2012) (155)
- Bi-Directional Block Self-Attention for Fast and Memory-Efficient Sequence Modeling (2018) (144)
- Database classification for multi-database mining (2005) (136)
- Support vector machines based on K-means clustering for real-time business intelligence systems (2005) (136)
- An information filtering model on the Web and its application in JobAgent (2000) (129)
- Semi-parametric optimization for missing data imputation (2007) (127)
- Modeling Location-Based User Rating Profiles for Personalized Recommendation (2015) (127)
- Domain Driven Data Mining (2010) (119)
- Reinforced Self-Attention Network: a Hybrid of Hard and Soft Attention for Sequence Modeling (2018) (118)
- Efficient approximate entity extraction with edit distance constraints (2009) (118)
- Missing Value Imputation Based on Data Clustering (2008) (115)
- PRICAI 2004: Trends in Artificial Intelligence (2004) (109)
- Domain-Driven, Actionable Knowledge Discovery (2007) (106)
- Flexible Frameworks for Actionable Knowledge Discovery (2010) (97)
- Dynamic Affinity Graph Construction for Spectral Clustering Using Multiple Features (2018) (91)
- Homophily, Structure, and Content Augmented Network Representation Learning (2016) (91)
- User Profile Preserving Social Network Embedding (2017) (91)
- Combined Mining: Discovering Informative Knowledge in Complex Data (2011) (91)
- Post-mining of Association Rules: Techniques for Effective Knowledge Extraction (2009) (90)
- MetaGraph2Vec: Complex Semantic Path Augmented Heterogeneous Network Embedding (2018) (88)
- Self-adaptive attribute weighting for Naive Bayes classification (2015) (88)
- Cross-Domain Collaborative Filtering over Time (2011) (84)
- Learning to Propagate for Graph Meta-Learning (2019) (79)
- Mining Impact-Targeted Activity Patterns in Imbalanced Data (2008) (79)
- Multi-Database Mining (2003) (78)
- Federated Learning for Open Banking (2021) (75)
- Scalable big graph processing in MapReduce (2014) (75)
- The Evolution of KDD: towards Domain-Driven Data Mining (2007) (73)
- Cooperation Under Uncertainty in Distributed Expert Systems (1992) (72)
- Graph Ensemble Boosting for Imbalanced Noisy Graph Stream Classification (2015) (70)
- Data Mining for Business Applications (2008) (67)
- Binarized attributed network embedding (2018) (66)
- Multi-Instance Learning with Discriminative Bag Mapping (2018) (65)
- POP algorithm: Kernel-based imputation to treat missing values in knowledge discovery from databases (2009) (65)
- Deep Learning From Noisy Image Labels With Quality Embedding (2017) (65)
- Social Recommendation With Evolutionary Opinion Dynamics (2020) (64)
- Multiple Structure-View Learning for Graph Classification (2018) (64)
- Convex Sparse PCA for Unsupervised Feature Learning (2016) (63)
- Knowledge actionability: satisfying technical and business interestingness (2007) (61)
- Identifying interesting visitors through Web log classification (2005) (60)
- Prototype Propagation Networks (PPN) for Weakly-supervised Few-shot Learning on Category Graph (2019) (59)
- Advances in Processing, Mining, and Learning Complex Data: From Foundations to Real-World Applications (2018) (59)
- Locally Densest Subgraph Discovery (2015) (59)
- Agent-Mining Interaction: An Emerging Area (2007) (59)
- Task Sensitive Feature Exploration and Learning for Multitask Graph Classification (2017) (59)
- Agent-Based Hybrid Intelligent Systems: An Agent-Based Framework for Complex Problem Solving (2004) (59)
- Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (2015) (58)
- Post-mining: maintenance of association rules by weighting (2003) (57)
- Domain-Driven Actionable Knowledge Discovery in the Real World (2006) (57)
- Graph stream classification using labeled and unlabeled graphs (2013) (55)
- Clustering-based Missing Value Imputation for Data Preprocessing (2006) (55)
- Rating Knowledge Sharing in Cross-Domain Collaborative Filtering (2015) (54)
- MA-IDS Architecture for Distributed Intrusion Detection using Mobile Agent (2004) (54)
- Cortical Gyrification and Sulcal Spans in Early Stage Alzheimer's Disease (2012) (54)
- Domain-Driven Data Mining: A Practical Methodology (2006) (54)
- GBKII: An Imputation Method for Missing Values (2007) (53)
- Positive and Unlabeled Multi-Graph Learning (2017) (52)
- A Hybrid Model for Sharing Information Between Fuzzy, Uncertain and Default Reasoning Models in Multi-agent Systems (2002) (52)
- Combined Pattern Mining: From Learned Rules to Actionable Knowledge (2008) (52)
- Agent-Based Hybrid Intelligent Systems (2004) (51)
- Joint Structure Feature Exploration and Regularization for Multi-Task Graph Classification (2016) (50)
- Dynamic Concept Composition for Zero-Example Event Detection (2016) (49)
- Protecting Location Privacy in Spatial Crowdsourcing using Encrypted Data (2017) (49)
- Attribute Propagation Network for Graph Zero-Shot Learning (2020) (49)
- SODE: Self-Adaptive One-Dependence Estimators for classification (2016) (48)
- Salient Subsequence Learning for Time Series Clustering (2019) (48)
- Combined Association Rule Mining (2008) (48)
- Ontology-based integration of business intelligence (2006) (48)
- Incremental Subgraph Feature Selection for Graph Classification (2017) (47)
- Margin-based ensemble classifier for protein fold recognition (2011) (46)
- Identifying Global Exceptional Patterns in Multi-database Mining (2004) (45)
- Computing the minimum-support for mining frequent patterns (2008) (44)
- Multi-graph-view Learning for Graph Classification (2014) (44)
- Multi-instance Multi-graph Dual Embedding Learning (2013) (44)
- Noisy but non-malicious user detection in social recommender systems (2013) (43)
- Finding the best not the most: regularized loss minimization subgraph selection for graph classification (2015) (42)
- TrGraph: Cross-Network Transfer Learning via Common Signature Subgraphs (2015) (42)
- Multi-Agent Systems Methodologies and Applications (1996) (42)
- Nested Subtree Hash Kernels for Large-Scale Graph Classification over Streams (2012) (42)
- Unsupervised Feature Learning from Time Series (2016) (41)
- Product hierarchy-based customer profiles for electronic commerce recommendation (2002) (40)
- Agents and Data Mining: Mutual Enhancement by Integration (2005) (39)
- FedProto: Federated Prototype Learning across Heterogeneous Clients (2021) (39)
- ARMGA: IDENTIFYING INTERESTING ASSOCIATION RULES WITH GENETIC ALGORITHMS (2005) (37)
- Cost-sensitive classification with inadequate labeled data (2012) (37)
- Online Learning from Trapezoidal Data Streams (2016) (36)
- One-class learning and concept summarization for data streams (2011) (36)
- Mining for combined association rules on multiple datasets (2007) (36)
- Cost-Sensitive Classification with k-Nearest Neighbors (2013) (35)
- Multi-Graph Learning with Positive and Unlabeled Bags (2014) (35)
- An improvement to matchmaking algorithms for middle agents (2002) (35)
- Information sharing between heterogeneous uncertain reasoning models in a multi-agent environment: a case study (2001) (34)
- Efficient Attributed Network Embedding via Recursive Randomized Hashing (2018) (33)
- Cost-Sensitive Decision Trees with Multiple Cost Scales (2004) (32)
- Mining Both Positive and Negative Impact-Oriented Sequential Rules from Transactional Data (2009) (32)
- Debt Detection in Social Security by Sequence Classification Using Both Positive and Negative Patterns (2009) (32)
- EDUA: An efficient algorithm for dynamic database mining (2007) (32)
- CFOND: Consensus Factorization for Co-Clustering Networked Data (2019) (31)
- Attributed network embedding via subspace discovery (2019) (30)
- Collective Classification via Discriminative Matrix Factorization on Sparsely Labeled Networks (2016) (30)
- Similarity-Based Approach for Positive and Unlabeled Learning (2011) (30)
- Consistent Weighted Sampling Made More Practical (2017) (30)
- Design and Applications of Intelligent Agents (2001) (29)
- An Empirical Study of Bagging Predictors for Different Learning Algorithms (2011) (29)
- A fuzzy logic based method to acquire user threshold of minimum-support for mining association rules (2004) (29)
- Efficient Frequent Itemsets Mining by Sampling (2006) (28)
- Multi-sphere Support Vector Data Description for Outliers Detection on Multi-distribution Data (2009) (28)
- Active Learning without Knowing Individual Instance Labels: A Pairwise Label Homogeneity Query Approach (2014) (28)
- e-NSP: efficient negative sequential pattern mining based on identified positive patterns without database rescanning (2011) (28)
- Identifying Approximate Itemsets of Interest in Large Databases (2004) (28)
- Efficient Mining of Event-Oriented Negative Sequential Rules (2008) (28)
- Optimized Parameters for Missing Data Imputation (2006) (28)
- An agent-based hybrid framework for database mining (2003) (28)
- Cleansing Noisy Data Streams (2008) (27)
- Agent services-based infrastructure for online assessment of trading strategies (2004) (27)
- Empirical Study of Bagging Predictors on Medical Data (2011) (27)
- Activity Mining: from Activities to Actions (2008) (27)
- A Novel Prototype Reduction Method for the K-Nearest Neighbor Algorithm with K >= 1 (2010) (27)
- Cooperative strategy for web data mining and cleaning (2003) (27)
- F-trade: an agent-mining symbiont for financial services (2007) (27)
- Engineering Open Complex Agent Systems: A Case Study (2008) (26)
- HECODES: A Framework for Heterogeneous Cooperative Distributed Expert Systems (1991) (26)
- Isometric Propagation Network for Generalized Zero-shot Learning (2021) (26)
- SINE: Scalable Incomplete Network Embedding (2018) (25)
- Cost-Sensitive Imputing Missing Values with Ordering (2007) (25)
- Adversarially Regularized Graph Autoencoder (2018) (25)
- Propagating temporal relations of intervals by matrix (2002) (24)
- Challenges and Trends (2010) (24)
- Multi-graph-view subgraph mining for graph classification (2016) (23)
- Deep Reinforcement Learning with Stacked Hierarchical Attention for Text-based Games (2020) (22)
- CLAP: Collaborative pattern mining for distributed information systems (2011) (22)
- Agent-Based Distributed Data Mining: A Survey (2009) (22)
- Build Emotion Lexicon from Microblogs by Combining Effects of Seed Words and Emoticons in a Heterogeneous Graph (2015) (22)
- Agents and Multi-Agent Systems Formalisms, Methodologies, and Applications (1997) (22)
- Autonomous Intelligent Systems: Multi-Agents and Data Mining, Second International Workshop, AIS-ADM 2007, St. Petersburg, Russia, June 3-5, 2007, Proceedings (2007) (22)
- An Efficient Implementation of the Backtesting of Trading Strategies (2005) (22)
- Time-Variant Graph Classification (2016) (22)
- A Decremental Algorithm for Maintaining Frequent Itemsets in Dynamic Databases (2005) (21)
- Mining frequent serial episodes over uncertain sequence data (2013) (21)
- Cost Sensitive Classification in Data Mining (2010) (21)
- Guest Editors' Introduction: Information Enhancement for Data Mining (2004) (21)
- A Verification Model for Electronic Transaction Protocols (2004) (20)
- An efficient strategy for mining exceptions in multi-databases (2004) (20)
- Domain-driven in-depth pattern discovery: A practical methodology (2005) (20)
- Recommendation vs Sentiment Analysis: A Text-Driven Latent Factor Model for Rating Prediction with Cold-Start Awareness (2017) (20)
- Potential Cases, Methodologies, and Strategies of Synthesis of Solutions in Distributed Expert Systems (1999) (19)
- Vague One-Class Learning for Data Streams (2009) (19)
- Summarizing probabilistic frequent patterns: a fast approach (2013) (19)
- Improved Consistent Weighted Sampling Revisited (2017) (18)
- TCSST: transfer classification of short & sparse text using external data (2012) (18)
- Toward databases mining: Pre-processing collected data (2003) (18)
- Global and Local Influence-based Social Recommendation (2016) (18)
- Enhancing grid-density based clustering for high dimensional data (2011) (18)
- Building an Ontology for Financial Investment (2000) (17)
- Efficient Attribute Reduction Based on Discernibility Matrix (2007) (17)
- Distributed Artificial Intelligence Architecture and Modelling (1995) (17)
- $K$ -Ary Tree Hashing for Fast Graph Classification (2018) (17)
- Canonical Consistent Weighted Sampling for Real-Value Weighted Min-Hash (2016) (17)
- Detecting inconsistency in biological molecular databases using ontologies (2007) (17)
- Class Association Rule Mining with Multiple Imbalanced Attributes (2007) (16)
- A Review for Weighted MinHash Algorithms (2018) (16)
- The Fish-eye Visualization of Foreign Currency Exchange Data Streams (2005) (16)
- Build Emotion Lexicon from the Mood of Crowd via Topic-Assisted Joint Non-negative Matrix Factorization (2016) (16)
- A Recent-Biased Dimension Reduction Technique for Time Series Data (2005) (16)
- Proceedings of the 10th IEEE International Conference on Data Mining (ICDM) (2010) (15)
- Anytime mining for multiuser applications (2002) (15)
- Customer Activity Sequence Classification for Debt Prevention in Social Security (2009) (15)
- Reinforcement Learning With Multiple Relational Attention for Solving Vehicle Routing Problems (2021) (15)
- Deep Reinforcement Learning with Transformers for Text Adventure Games (2020) (15)
- An Agent-Based Hybrid System for Microarray Data Analysis (2009) (15)
- Scalable Maximum Margin Matrix Factorization by Active Riemannian Subspace Search (2015) (15)
- An efficient and simple under-sampling technique for imbalanced time series classification (2012) (15)
- A Comparative Study of Sampling Methods and Algorithms for Imbalanced Time Series Classification (2012) (14)
- Conference on Neural Information Processing Systems (2019) (14)
- Agent Services-Driven Plug-and-Play in F-TRADE (2004) (14)
- Discovering Interesting Association Rules by Clustering (2004) (14)
- Cost-Sensitive Parallel Learning Framework for Insurance Intelligence Operation (2019) (14)
- Organization-Oriented Analysis of Open Complex Agent Systems (2005) (14)
- Fuzzy Genetic Algorithms for Pairs Mining (2006) (14)
- The Weighting Issue in Fuzzy Logic (1997) (14)
- Deep neighbor-aware embedding for node clustering in attributed graphs (2022) (14)
- Discovering causality in large databases (2002) (14)
- Mining Probabilistic Representative Frequent Patterns From Uncertain Data (2013) (14)
- Defragging Subgraph Features for Graph Classification (2015) (14)
- Do they belong to the same class: active learning by querying pairwise label homogeneity (2011) (13)
- Heterogeneous Transformation of Uncertainties of Propositions Among Inexact Reasoning Models (1994) (13)
- Ubiquitous Intelligence in Agent Mining (2009) (13)
- Bioinformatics in protein kinases regulatory network and drug discovery. (2015) (13)
- Boosting for graph classification with universum (2016) (13)
- DDDM2007: Domain Driven Data Mining (2007) (13)
- An Empirical Study of Bagging Predictors for Imbalanced Data with Different Levels of Class Distribution (2011) (13)
- Combining kNN Imputation and Bootstrap Calibrated: Empirical Likelihood for Incomplete Data Analysis (2010) (13)
- Many-Class Few-Shot Learning on Multi-Granularity Class Hierarchy (2020) (13)
- Developing Actionable Trading Strategies for Trading Agents (2007) (13)
- Dual instance and attribute weighting for Naive Bayes classification (2014) (13)
- Missing or absent? A Question in Cost-sensitive Decision Tree (2006) (12)
- Multi-Graph-View Learning for Complicated Object Classification (2015) (12)
- Identifying bridging rules between conceptual clusters (2006) (12)
- Integration of Business Intelligence Based on Three-Level Ontology Services (2004) (12)
- Genetic Algorithms for Robust Optimization in Financial Applications (2005) (12)
- The effect of varying levels of class distribution on bagging for different algorithms: An empirical study (2014) (11)
- An Agent-Based Hybrid Intelligent System for Financial Investment Planning (2002) (11)
- Towards Mining Trapezoidal Data Streams (2015) (11)
- Introduction to the Domain-Driven Data Mining Special Section (2010) (11)
- Agent services-oriented architectural design of open complex agent systems (2005) (11)
- On the Convergence of Clustered Federated Learning (2022) (11)
- Cost-Time Sensitive Decision Tree with Missing Values (2007) (10)
- SNOC: Streaming Network Node Classification (2014) (10)
- Measuring Time-Sensitive and Topic-Specific Influence in Social Networks With LSTM and Self-Attention (2020) (10)
- Multi-Instance Learning from Positive and Unlabeled Bags (2014) (10)
- Towards Business Interestingness in Actionable Knowledge Discovery (2008) (10)
- Building agent-based hybrid intelligent systems: A case study (2007) (10)
- Inferring Latent Network from Cascade Data for Dynamic Social Recommendation (2016) (10)
- Dual influence embedded social recommendation (2018) (10)
- Definition and Application of a Comprehensive Framework for Distributed Problem Solving (1995) (9)
- Combining Structured Node Content and Topology Information for Networked Graph Clustering (2017) (9)
- Stock Data Mining through Fuzzy Genetic Algorithms (2006) (9)
- Estimating itemsets of interest by sampling (2001) (9)
- PerSentiment: A Personalized Sentiment Classification System for Microblog Users (2016) (9)
- Tensorized Self-Attention: Efficiently Modeling Pairwise and Global Dependencies Together (2018) (9)
- Towards Anomalous Diffusion Sources Detection in a Large Network (2016) (9)
- RCP Mining: Towards the Summarization of Spatial Co-location Patterns (2015) (9)
- Collective Hyping Detection System for Identifying Online Spam Activities (2017) (9)
- Analysis and Methodologies of Synthesis of Solutions in Distributed Expert Systems (1996) (9)
- Intelligent Agent (2008) (9)
- Exploring Features for Complicated Objects: Cross-View Feature Selection for Multi-Instance Learning (2014) (9)
- Domain-Driven Local Exceptional Pattern Mining for Detecting Stock Price Manipulation (2008) (9)
- Proof of the Correctness of EMYCIN Sequential Propagation Under Conditional Independence Assumptions (1999) (9)
- Improving Long-Tail Relation Extraction with Collaborating Relation-Augmented Attention (2020) (9)
- Systematic Engineering in Designing Architecture of Telecommunications Business Intelligence System (2003) (9)
- Result fusion in multi-agent systems based on OWA operator (2000) (8)
- Data Mining Applications in Social Security (2009) (8)
- Advances in Knowledge Discovery and Data Mining: 8th Pacific-Asia Conference, PAKDD 2004, Sydney, Australia, May 26-28, 2004, Proceedings (Lecture Notes ... / Lecture Notes in Artificial Intelligence) (2004) (8)
- Overview of Security Protocol Analysis (2008) (8)
- Debt Detection in Social Security by Adaptive Sequence Classification (2009) (8)
- A Probability Data Model and its Semantics (2003) (8)
- Exploring Consensus RNA Substructural Patterns Using Subgraph Mining (2017) (8)
- A Logical Framework for Knowledge Sharing in Multi-agent Systems (2001) (8)
- ENDL: A Logical Framework for Verifying Secure Transaction Protocols (2003) (8)
- Attribute weighting: How and when does it work for Bayesian Network Classification (2014) (8)
- The OSOAD Methodology for Open Complex Agent Systems (2005) (8)
- A Method for Combining Interval Structures (1998) (8)
- Domain-Driven Data Mining: Methodologies and Applications (2006) (8)
- A Database-Independent Approach of Mining Association Rules with Genetic Algorithm (2003) (8)
- A Probabilistic Data Model and Its Semantics (2004) (8)
- Co-clustering enterprise social networks (2016) (8)
- Multi-Space-Mapped SVMs for Multi-class Classification (2008) (8)
- Guest Editors' Introduction: Special Section on Intelligent Data Preparation (2005) (7)
- Collecting Quality Data for Database Mining (2001) (7)
- An Empirical Evaluation of Bagging with Different Algorithms on Imbalanced Data (2011) (7)
- Using propensity scores to predict the kinases of unannotated phosphopeptides (2017) (7)
- Database clustering for mining multi-databases (2002) (7)
- Discovering Debtor Patterns of Centrelink Customers (2006) (7)
- A Human-Friendly MAS for Mining Stock Data (2006) (7)
- Semi-supervised Variable Weighting for Clustering (2011) (7)
- ON DATA STRUCTURES FOR ASSOCIATION RULE DISCOVERY (2007) (7)
- Beyond Low-pass Filtering: Graph Convolutional Networks with Automatic Filtering (2021) (7)
- Interval-Based Similarity for Classifying Conserved RNA Secondary Structures (2016) (7)
- Testing Adaptive Local Hyperplane for multi-class classification by double cross-validation (2010) (7)
- Generalization in Text-based Games via Hierarchical Reinforcement Learning (2021) (7)
- Detecting Collusion Attacks in Security Protocols (2006) (6)
- Clustering High-Dimensional Data with Low-Order Neighbors (2004) (6)
- Group Pattern Discovery Systems for Multiple Data Sources (2005) (6)
- PAKDD 2004 : Advances in knowledge discovery and data mining : 8th Pacific-Asia conference, PAKDD 2004, Sydney, Australia, May 26-28, 2004 : proceedings (2004) (6)
- A Class of Isomorphic Transformations for Integrating EMYCIN-Style and PROSPECTOR-Style Systems into a Rule-Based Multi-Agent System (1999) (6)
- CONFIDENCE METRICS FOR ASSOCIATION RULE MINING (2009) (6)
- 5 Agent-Based Framework for Hybrid Intelligent Systems (2004) (6)
- Mining bridging rules between conceptual clusters (2010) (6)
- Online diffusion source detection in social networks (2015) (6)
- Community detection in complex network based on APT method (2020) (6)
- An Axiom Foundation for Uncertain Reasonings in Rule-Based Expert Systems: NT-Algebra (1999) (6)
- Mining Dependent Frequent Serial Episodes from Uncertain Sequence Data (2013) (6)
- Association-Based Segmentation for Chinese-Crossed Query Expansion (2005) (6)
- Active Class Discovery and Learning for Networked Data (2013) (6)
- BiteNet: Bidirectional Temporal Encoder Network to Predict Medical Outcomes (2020) (6)
- 8 Agent-Based Hybrid Intelligent System for Data Mining (2004) (6)
- An Efficient Method for Modeling Nonoccurring Behaviors by Negative Sequential Patterns With Loose Constraints (2021) (5)
- System Modeling of a Smart-Home Healthy Lifestyle Assistant (2012) (5)
- Identifying Software Component Association With Genetic Algorithm (2004) (5)
- F-TRADE 3.0: An Agent-Based Integrated Framework for Data Mining Experiments (2008) (5)
- Exception Mining on Multiple Time Series in Stock Market (2008) (5)
- Combining Support Vector Machines and the t-statistic for Gene Selection in DNA Microarray Data Analysis (2010) (5)
- Detecting Turning Points of Trading Price and Return Volatility for Market Surveillance Agents (2007) (5)
- Temporal Feature Selection on Networked Time Series (2016) (5)
- Learning colours from textures by sparse manifold embedding (2011) (5)
- Federated Learning on Non-IID Graphs via Structural Knowledge Sharing (2022) (5)
- Active Learning from Oracle with Knowledge Blind Spot (2012) (5)
- Cost-sensitive Hybrid Neural Networks for Heterogeneous and Imbalanced Data (2018) (5)
- LSLNCF: A Hybrid Uncertain Reasoning Model Based on Probability (1998) (5)
- The Consensus of Uncertainties in Distributed Expert Systems (1995) (5)
- An agent-based framework for petroleum information services from distributed heterogeneous data resources (2002) (5)
- Neural Network Strategies for Solving Synthesis Problems in Non-conflilct Cases in Distributed Expert Systems (1995) (5)
- Data Science (2015) (4)
- Dynamic Test-Sensitive Decision Trees with Multiple Cost Scales (2005) (4)
- Intelligence Metasynthesis in Building Business Intelligence Systems (2006) (4)
- Agents and Data Mining: Interaction and Integration (2011) (4)
- Data Mining and Multi-database Mining (2004) (4)
- 2007 International Workshop on Domain Driven Data Mining (2007) (4)
- Query languages for 1NF temporal databases (1997) (4)
- Mining Better Technical Trading Strategies with Genetic Algorithms (2006) (4)
- Secure Transaction Protocol Analysis: Models and Applications (2008) (4)
- Bidirectional Spatial-Temporal Adaptive Transformer for Urban Traffic Flow Forecasting. (2022) (4)
- A Unified Algebraic Structure for Uncertain Reasoning (1996) (4)
- Fast Directional Self-Attention Mechanism (2018) (4)
- RatE: Relation-Adaptive Translating Embedding for Knowledge Graph Completion (2020) (4)
- Adapting K-Means Algorithm for Discovering Clusters in Subspaces (2006) (4)
- Enhancing DWT for Recent-Biased Dimension Reduction of Time Series Data (2006) (4)
- A Ring-Based Architectural Model for Middle Agents in Agent-Based System (2003) (3)
- The design and implementation of a knowledge-based communication system in a framework for distributed expert systems (1995) (3)
- Transformation between the EMYCIN Model and the Bayesian Network (1997) (3)
- MIMO: Mutual Integration of Patient Journey and Medical Ontology for Healthcare Representation Learning (2021) (3)
- Perceiving Environments for Intelligent Agents (2000) (3)
- Information-Based Cooperation in Multiple Agent Systems (1999) (3)
- SocialAnalysis: A Real-Time Query and Mining System from Social Media Data Streams (2015) (3)
- Proceedings of the 10th IEEE International Conference on Data Mining Workshops (ICDMW) (2010) (3)
- Perceiving the World: Question-guided Reinforcement Learning for Text-based Games (2022) (3)
- Information Fusion and Decision Making for Utility-based Agents (2007) (3)
- Application of MAS in Implementing Rational IP Routers on the Priced Internet (1996) (3)
- A time framework for temporal databases (1997) (3)
- Estimating confidence intervals for structural differences between contrast groups with missing data (2009) (3)
- Synthesis Strategies in Non-connict Cases in Distributed Expert Systems (1995) (3)
- Identifying Interesting Patterns in Multidatabases (2005) (3)
- Constructing hybrid intelligent systems for data mining from agent perspectives (2004) (3)
- Mining Inhibition Pathways for Protein Kinases on Skeletal Muscle (2014) (3)
- Cooperative Heterogeneous Deep Reinforcement Learning (2020) (3)
- Adaptive Anomaly Detection of Coupled Activity Sequences (2009) (3)
- An Agent-Based Soft Computing Society (2000) (3)
- Testing the significance of patterns in data with cluster structure (2010) (3)
- Developing Actionable Trading Strategies for Trading Agents (2007) (3)
- Kernel-Based Multi-Imputation for Missing Data (2006) (3)
- MINING DEPENDENT PATTERNS IN PROBABILISTIC DATABASES (2004) (3)
- Search Efficient Binary Network Embedding (2019) (3)
- Competitive and Cooperative Heterogeneous Deep Reinforcement Learning (2020) (3)
- Fast and Low Memory Cost Matrix Factorization: Algorithm, Analysis, and Case Study (2020) (3)
- 3 Basics of Agents and Multi-agent Systems (2004) (3)
- Negative Association Rule (2002) (3)
- Evolutionary Optimization of Trading Strategies (2008) (2)
- Detection Models of Collusion Attacks (2008) (2)
- A scalable and robust framework for agent-based heterogeneous database operation (2003) (2)
- An agent-based curve-digitizing system for well-logging data management (2003) (2)
- Exploring Heterogeneous Product Networks for Discovering Collective Marketing Hyping Behavior (2016) (2)
- Artificial intelligence : sowing the seeds for the future : proceedings of the 7th Australian Joint Conference on Artificial Intelligence : Armidale, New South Wales, Australia, 21-25 November 1994 (1994) (2)
- Isomorphic transformations of uncertainties for incorporating EMYCIN-style and PROSPECTOR-style systems into a distributed expert system (2008) (2)
- Verifying the Purchase Request in SET Protocol (2003) (2)
- Negotiation as a Metaphor for Connict Resolution in Distributed Artiicial Intelligence (1993) (2)
- IMC: A Method for Interval Calculus in Matrix (1999) (2)
- Identifying Exceptional Patterns (2004) (2)
- Modeling Temporal Semantics of Data (2003) (2)
- Efficient Mining of Both Positive and (2004) (2)
- Open Giant Intelligent Information Systems and Its Agent-Oriented Analysis and Design (2003) (2)
- Open Giant Intelligent Information Systems and Its Agent-Oriented Abstraction Mechanism (2003) (2)
- Identifying High-vote Patterns (2004) (2)
- An agent-based middleware for uniform operation in a heterogeneous database environment (2002) (2)
- Matching dominance: capture the semantics of dominance for multi-dimensional uncertain objects (2014) (2)
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- Cross-View Feature Hashing for Image Retrieval (2016) (2)
- D 3 M Methodology (2010) (2)
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- An agent-based intelligent system for information gathering from World Wide Web environment (2002) (2)
- Using ENDL to Verify Cardholder Registration in SET Protocol (2002) (2)
- The Verification Logic for Secure Transaction Protocols (2002) (2)
- Theoretical Evaluation of Ring-Based Architectural Model for Middle Agents in Agent-Based System (2003) (2)
- Hybrid Strategy of Analysis and Control of Telecommunications Frauds (2004) (2)
- Pattern Discovery in Probabilistic Databases (2001) (2)
- Agent-Driven Data Mining (2010) (2)
- Temporal constraint satisfaction in matrix method (2003) (2)
- Design and applications of intelligent agents : third Pacific Rim International Workshop on Multi-Agents, PRIMA 2000, Melbourne, Australia, August 28-29, 2000 : proceedings (2000) (1)
- An approach to digitizing and managing well-logging parameter graphs with agent-based perspective (2003) (1)
- Description and treatment of deadlocks in the Hecodes distributed expert system (1990) (1)
- A Serving Agent for Integrating Soft Computing and Software Agents (1999) (1)
- Synthesis of Solutions in Distributed Expert Systems (2007) (1)
- SCTR: An Approach to Digitizing Welllogging Graphn (2003) (1)
- Mind the Trends When You Mine: Incremental Data Mining (2002) (1)
- The Visualization of Large Database in Stock Market (2005) (1)
- KDD'15: Proceedings of the 21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining (2015) (1)
- Local Pattern Analysis (2004) (1)
- A Database-Independent Strategy for Confidence Determination (2003) (1)
- Dealing with Inconsistency (2004) (1)
- Spatial decision support systems for natural resource management (1993) (1)
- A platform for dynamic organization of agents in agent-based systems (2004) (1)
- Secure Transaction Protocol Analysis (2009) (1)
- A framework for merging inconsistent beliefs in security protocol analysis (2005) (1)
- PRICAI 2004 : trends in artificial intelligence : 8th Pacific Rim International Conference on Artificial Intelligence, Auckland, New Zealand, August 9-13, 2004 : proceedings (2004) (1)
- An Agent-based Soft Computing Society with Applications in Financial Investment Planning (2003) (1)
- A Multiple Decomposed Approach for RelevantFunctions in Information (1999) (1)
- ICDM 2010, The 10th IEEE International Conference on Data Mining, Sydney, Australia, 14-17 December 2010 (2010) (1)
- Post-processing of multimedia information - concents, problems, and techniques (2001) (1)
- Encoding probability propagation in belief networks (2002) (1)
- Agent Services-Oriented Architectural Design of a Framework for Artificial Stock Markets (2006) (1)
- Building Agent-Based Hybrid Intelligent Systems (2003) (1)
- 2 Basics of Hybrid Intelligent Systems (2004) (1)
- Verifying the Payment Authorization in SET Protocol (2003) (1)
- Is Frequency Enough for Decision Makers to Make Decisions? (2006) (1)
- Distributed artificial intelligence : architecture and modelling : First Australian Workshop on DAI, Canberra, ACT, Australia, November 13, 1995 : proceedings (1996) (1)
- Intelligent Strategies for Pathway Mining: Model and Pattern Identification (2014) (1)
- Considering agents track records in matchmaking of middle agents (2001) (1)
- Mining Co-locations from Continuously Distributed Uncertain Spatial Data (2016) (1)
- Noisy but non-malicious user detection in social recommender systems (2012) (1)
- XEvent: An Event Notification System over Distributed Hash Table (DHT) Networks (2005) (1)
- In-Depth Data Mining and Its Application in Stock Market (2005) (1)
- An Axiomatic Framework for Interval Probability (1997) (1)
- Open Giant Intelligent Information Systems and Its Multiagent-Oriented System Design (2003) (1)
- A Multiple System Performance Monitoring Model for Web Services (2010) (1)
- Mining small databases by collecting knowledge (2001) (1)
- Methodologies of Solution Synthesis in Distributed Expert Systems (1996) (1)
- Agent-Based Subspace Clustering (2011) (1)
- Developing Actionable Trading Strategies for Trading Agents (2009) (1)
- Agent-based risk learning for computing systems (2000) (1)
- Interval Based Similarity for Function Classification of RNA Pseudoknots (2014) (1)
- Indexing by conditional association semantics (2003) (1)
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- Assessing Data Mining Results on Matrices with Randomization (2010) (0)
- SVM-OD: SVM Method to Detect Outliers (2006) (0)
- Towards Coarse and Fine-grained Multi-Graph Multi-Label Learning (2020) (0)
- The IEEE International Conference on Data Mining (10th) Held in Sydney, Australia on 14-17 December 2010 (2010) (0)
- Domain adaptation networks for noisy image classification Master Thesis (2017) (0)
- Identifying Quality Knowledge (2004) (0)
- Boosting for graph classification with universum (2016) (0)
- Proceedings of the Second International Conference on Data Science - Volume 9208 (2015) (0)
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- Association Rules in Small Databases (2002) (0)
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- Call for Papers (2001) (0)
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- THE EVOLUTION OF KDD: TOWARDS DOMAIN-DRIVEN (2007) (0)
- Chapter 6 Data Mining Applications in Social Security (2008) (0)
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- The application of Fuzzy Sets in finding the Best Stock-Rule Pairs (2004) (0)
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- Mining Very Large Databases Using Software Agents (2002) (0)
- Cross-aligned and Gumbel-refactored Autoencoders for Multi-view Anomaly Detection (2021) (0)
- Synthesizing Local Patterns by Weighting (2004) (0)
- Causality in Databases (2002) (0)
- Data Resources and Applications (2014) (0)
- Association Rule Mining by Agents (2002) (0)
- Proceedings of the 2005 international conference on Autonomous Intelligent Systems: agents and Data Mining (2005) (0)
- WI 2008 Title Page iii (2008) (0)
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- WI'09/IAT'09 Joint Invited Talks WI-IAT 2009 Developing Actionable Trading Strategies for Trading Agents (2009) (0)
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- A Platform to Integrate well-log Information Application on heterogeneous Environments (2004) (0)
- Dual Personalization on Federated Recommendation (2023) (0)
- CIKM '15 Proceedings of the 24th ACM International on Conference on Information and Knowledge Management (2015) (0)
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- 84 ICMIA ' 02 International Conference Mining Very Large Databases Using Software Agents (2007) (0)
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- Automated Multiparty Authorization in Open Distributed Systems (2010) (0)
- A model for compressing probabilities in belief networks (2001) (0)
- Isomorphic Transformations of Uncertainties between the EMYCIN and PROSPECTOR Inexact Reasoning Models * (2001) (0)
- Proceedings of the Second Pacific Rim International Workshop on Multi-Agents: Approaches to Intelligent Agents (1999) (0)
- Multi-agent systems : methodologies and applications : Second Australian Workshop on Distributed Artificial Intelligence, Cairns, QLD, Australia, August 27, 1996 : selected papers (1997) (0)
- Selected Papers from the 4th Australian Workshop on Distributed Artificial Intelligence, Multi-Agent Systems: Theories, Languages, and Applications (1998) (0)
- The Design and Implementation of a Knowledge-based Communication System in a Framework for Distributed Expert Systems I Introduction (1996) (0)
- An Algorithm for Plan Verification in Multiple Agent Systems (1997) (0)
- Causal Rule Analysis (2002) (0)
- 2007 IEEE/WIC/ACM International Conference on Intelligent Agent Technology - Cover (2007) (0)
- Approaches to Intelligence Agents (2002) (0)
- Artificial Intelligence, AI'94: Sowing the Seeds for the Future: Proceedings of the 7th Australian Joint Conference on Artificial Intelligence: Armida (1994) (0)
- Importance of Multi-database Mining (2004) (0)
- 4 Agent-Oriented Methodologies (2004) (0)
- u TEMPORAL CONSTRAINT SATISFACTION IN MATRIX METHOD (2003) (0)
- Exploring advanced control algorithm in thermal processing problems (2010) (0)
- An agent-based framework for well-logging information management (2003) (0)
- 9 The Less the More (2004) (0)
- Probabilistic Reasoning of Inconsistent Belief in Protocol Analysis (2007) (0)
- An Enhanced Approach to Handle Missing Values in Heterogeneous Dataset (2014) (0)
- WI-IAT Workshops 2008 Title Page iii (2008) (0)
- Approaches to implementing decision aggregation in multi-agent systems (2001) (0)
- Uncertainty Issues in Secure Messages (2008) (0)
- Intelligent Strategies for Pathway Mining (2014) (0)
- Appendix: Sample Source Codes of the Agent-Based Financial Planning System (2004) (0)
- Investigations on solution synthesis in distributed expert systems (1997) (0)
- D 3 M AKD Frameworks (2010) (0)
- 2007 IEEE/WIC/ACM International Conference on Intelligent Agent Technology - Title (2007) (0)
- Horizontal cooperation under uncertainties in distributed expert systems (1999) (0)
- Discovering Conserved and Diverged Patterns of MiRNA Families (2014) (0)
- Proceedings of the First Australian Workshop on DAI: Distributed Artificial Intelligence: Architecture and Modelling (1995) (0)
- Proceedings of the Third Pacific Rim International Workshop on Multi-Agents: Design and Applications of Intelligent Agents (2000) (0)
- 6 Matchmaking in Middle Agents (2004) (0)
- Introduction to the Special Issue on Learning in Intelligent Algorithms and Systems Design (1999) (0)
- Measuring the Uncertainty of Differences for Contrasting Groups (2007) (0)
- Approaches to Intelligent Agents, Second Pacific Rim International Workshop on Multi-Agents, PRIMA '99, Kyoto, Japan, December 2-3, 1999, Proceedings (1999) (0)
- Reasoning with Multimedia Information Using Symbolic Projection (2001) (0)
- Initial Value Generation for Matchmaking in Middle Agents (2002) (0)
- Formal Analysis of Secure Transaction Protocols (2008) (0)
- Applications of Data Mining in Protocol Analysis (2008) (0)
- Multi-agent systems : theories, languages, and applications : 4th Australian Workshop on Distributed Artificial Intelligence, Brisbane, Qld, Australia, July 13, 1998 : selected papers (1998) (0)
- Agent-Based Hybrid Intelligent Systems - Preamble (2017) (0)
- Proceedings of the Workshops on Commonsense Reasoning, Intelligent Agents, and Distributed Artificial Intelligence: Agents and Multi-Agent Systems Formalisms, Methodologies, and Applications (1997) (0)
- Senior Program Committee Members (2004) (0)
- Revised Papers from the Second Australian Workshop on Distributed Artificial Intelligence: Multi-Agent Systems: Methodologies and Applications (1996) (0)
- Vote for Nearest Neighbors Meta-Pruning of Self-Supervised Networks (2022) (0)
- EAT-C: Environment-Adversarial sub-Task Curriculum for RL (2022) (0)
- Does Continual Learning Equally Forget All Parameters? (2023) (0)
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What Schools Are Affiliated With Chengqi Zhang?
Chengqi Zhang is affiliated with the following schools: