Ruixuan Li
Orcid: 0000-0002-7791-5511Affiliations:
- School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China
- Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China
According to our database1,
Ruixuan Li
authored at least 259 papers
between 2001 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
IEEE Trans. Parallel Distributed Syst., November, 2024
Hypernetwork-driven centralized contrastive learning for federated graph classification.
World Wide Web (WWW), September, 2024
Caching User-Generated Content in Distributed Autonomous Networks via Contextual Bandit.
IEEE Trans. Mob. Comput., August, 2024
IEEE Trans. Knowl. Data Eng., July, 2024
IEEE Trans. Multim., 2024
PEO-Store: Delegation-Proof Based Oblivious Storage With Secure Redundancy Elimination.
IEEE Trans. Dependable Secur. Comput., 2024
Neural Networks, 2024
DCMSL: Dual influenced community strength-boosted multi-scale graph contrastive learning.
Knowl. Based Syst., 2024
Is the MMI Criterion Necessary for Interpretability? Degenerating Non-causal Features to Plain Noise for Self-Rationalization.
CoRR, 2024
A Survey on Self-Supervised Pre-Training of Graph Foundation Models: A Knowledge-Based Perspective.
CoRR, 2024
Proceedings of the ACM on Web Conference 2024, 2024
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024
Learning Unknowns from Unknowns: Diversified Negative Prototypes Generator for Few-shot Open-Set Recognition.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
Delve into Base-Novel Confusion: Redundancy Exploration for Few-Shot Class-Incremental Learning.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024
Proceedings of the Euro-Par 2024: Parallel Processing, 2024
Personalized Federated Domain-Incremental Learning Based on Adaptive Knowledge Matching.
Proceedings of the Computer Vision - ECCV 2024, 2024
Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024
Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024
Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Decoupling Representation and Knowledge for Few-Shot Intent Classification and Slot Filling.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Data Sci. Eng., December, 2023
IEEE Trans. Circuits Syst. Video Technol., May, 2023
The Security and Privacy of Mobile-Edge Computing: An Artificial Intelligence Perspective.
IEEE Internet Things J., 2023
IEEE Internet Things J., 2023
Int. J. Softw. Informatics, 2023
IACR Cryptol. ePrint Arch., 2023
Sym-Fed: Unleashing the Power of Symmetric Encryption in Cross-Silo Federated Learning.
Proceedings of the 22nd IEEE International Conference on Trust, 2023
Proceedings of the 17th ACM Conference on Recommender Systems, 2023
Proceedings of the 17th ACM Conference on Recommender Systems, 2023
Decompose, Then Reconstruct: A Framework of Network Structures for Click-Through Rate Prediction.
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Decoupled Rationalization with Asymmetric Learning Rates: A Flexible Lipschitz Restraint.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
Proceedings of the IEEE INFOCOM 2023, 2023
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023
Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023
XFed: Improving Explainability in Federated Learning by Intersection Over Union Ratio Extended Client Selection.
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023
Orthrus: A Dual-Branch Model for Time Series Forecasting with Multiple Exogenous Series.
Proceedings of the Database Systems for Advanced Applications, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Error-Compensated Sparsification for Communication-Efficient Decentralized Training in Edge Environment.
IEEE Trans. Parallel Distributed Syst., 2022
A Green Stackelberg-game Incentive Mechanism for Multi-service Exchange in Mobile Crowdsensing.
ACM Trans. Internet Techn., 2022
A Shapley value-based thermal-efficient workload distribution in heterogeneous data centers.
J. Supercomput., 2022
Intermittent Pulling With Local Compensation for Communication-Efficient Distributed Learning.
IEEE Trans. Emerg. Top. Comput., 2022
IEEE Trans. Dependable Secur. Comput., 2022
IEEE Trans. Computers, 2022
Server temperature prediction using deep neural networks to assist thermal-aware scheduling.
Sustain. Comput. Informatics Syst., 2022
Trajectory planning for UAV navigation in dynamic environments with matrix alignment Dijkstra.
Soft Comput., 2022
Multim. Tools Appl., 2022
A Comprehensive Survey on Training Acceleration for Large Machine Learning Models in IoT.
IEEE Internet Things J., 2022
Gradient Scheduling With Global Momentum for Asynchronous Federated Learning in Edge Environment.
IEEE Internet Things J., 2022
Android malware obfuscation variants detection method based on multi-granularity opcode features.
Future Gener. Comput. Syst., 2022
Concurr. Comput. Pract. Exp., 2022
Concurr. Comput. Pract. Exp., 2022
Margin-Based Few-Shot Class-Incremental Learning with Class-Level Overfitting Mitigation.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Knowledge Science, Engineering and Management, 2022
Proceedings of the IEEE International Performance, 2022
Your Social Circle Affects Your Interests: Social Influence Enhanced Session-Based Recommendation.
Proceedings of the Computational Science - ICCS 2022, 2022
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022
Chunk Content is not Enough: Chunk-Context Aware Resemblance Detection for Deduplication Delta Compression.
Proceedings of the Data Compression Conference, 2022
Proceedings of the Database Systems for Advanced Applications, 2022
Context-aware Resemblance Detection based Deduplication Ratio Prediction for Cloud Storage.
Proceedings of the IEEE/ACM International Conference on Big Data Computing, 2022
Proceedings of the 4th International Conference on Artificial Intelligence and Advanced Manufacturing, 2022
2021
Corrections to "Joint Domain Adaptation Based on Adversarial Dynamic Parameter Learning".
IEEE Trans. Emerg. Top. Comput. Intell., 2021
IEEE Trans. Emerg. Top. Comput. Intell., 2021
Trans. Data Sci., 2021
LOSP: Overlap Synchronization Parallel With Local Compensation for Fast Distributed Training.
IEEE J. Sel. Areas Commun., 2021
SNEAK: Synonymous Sentences-Aware Adversarial Attack on Natural Language Video Localization.
CoRR, 2021
Chunk Content is not Enough: Chunk-Context Aware Resemblance Detection for Deduplication Delta Compression.
CoRR, 2021
Concurr. Comput. Pract. Exp., 2021
Multi-topical authority sensitive influence maximization with authority based graph pruning and three-stage heuristic optimization.
Appl. Intell., 2021
Proceedings of the IEEE International Conference on Networking, Architecture and Storage, 2021
Proceedings of the International Joint Conference on Neural Networks, 2021
Proceedings of the International Joint Conference on Neural Networks, 2021
Deep Reinforcement Learning based Optimization of Battery Charging and Discharging Management for Data Center.
Proceedings of the International Joint Conference on Neural Networks, 2021
Workload Prediction and VM Clustering Based Server Energy Optimization in Enterprise Cloud Data Center.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2021
Proceedings of the 2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, 2021
Detecting Privacy Leaks in Android Hybrid Applications Based on Dynamic Taint Tracking.
Proceedings of the 19th IEEE International Conference on Embedded and Ubiquitous Computing, 2021
Chinese Administrative Penalty Event Extraction for Due Diligence in Financial Markets.
Proceedings of the Web Information Systems and Applications, 2021
2020
IEEE Trans. Parallel Distributed Syst., 2020
IEEE Trans. Comput. Soc. Syst., 2020
Adversarial joint domain adaptation of asymmetric feature mapping based on least squares distance.
Pattern Recognit. Lett., 2020
Attentive convolutional gated recurrent network: a contextual model to sentiment analysis.
Int. J. Mach. Learn. Cybern., 2020
J. Parallel Distributed Comput., 2020
J. Parallel Distributed Comput., 2020
Multiagent Deep Reinforcement Learning for Joint Multichannel Access and Task Offloading of Mobile-Edge Computing in Industry 4.0.
IEEE Internet Things J., 2020
Intermittent Pulling with Local Compensation for Communication-Efficient Federated Learning.
CoRR, 2020
Sci. China Inf. Sci., 2020
Proceedings of the 32nd International Conference on Software Engineering and Knowledge Engineering, 2020
Proceedings of the Security and Privacy in Communication Networks, 2020
Parallel Space Traveling: A Security Analysis of App-Level Virtualization in Android.
Proceedings of the 25th ACM Symposium on Access Control Models and Technologies, 2020
A Multi-Task Learning Approach to Improve Sentiment Analysis with Explicit Recommendation.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the 2020 IEEE International Conference on Multimedia & Expo Workshops, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 22nd IEEE International Conference on High Performance Computing and Communications; 18th IEEE International Conference on Smart City; 6th IEEE International Conference on Data Science and Systems, 2020
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020
Tail: An Automated and Lightweight Gradient Compression Framework for Distributed Deep Learning.
Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020
2019
SSLDetecter: Detecting SSL Security Vulnerabilities of Android Applications Based on a Novel Automatic Traversal Method.
Secur. Commun. Networks, 2019
Neural Comput. Appl., 2019
面向Android第三方库的共谋行为检测 (Collusion Behavior Detection Towards Android Third-party Libraries).
计算机科学, 2019
Polynomial and Exponential Bounded Logic Programs with Function Symbols: Some New Decidable Classes.
J. Artif. Intell. Res., 2019
Privacy-Preserving and Residential Context-Aware Online Learning for IoT-Enabled Energy Saving With Big Data Support in Smart Home Environment.
IEEE Internet Things J., 2019
EADP: An extended adaptive density peaks clustering for overlapping community detection in social networks.
Neurocomputing, 2019
AccUDNN: A GPU Memory Efficient Accelerator for Training Ultra-deep Deep Neural Networks.
CoRR, 2019
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019
A GPU memory efficient speed-up scheme for training ultra-deep neural networks: poster.
Proceedings of the 24th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2019
Privacy-Preserving MEC-Enabled Contextual Online Learning via SDN for Service Selection in IoT.
Proceedings of the 16th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
ST-RNet: A Time-aware Point-of-interest Recommendation Method based on Neural Network.
Proceedings of the International Joint Conference on Neural Networks, 2019
OSP: Overlapping Computation and Communication in Parameter Server for Fast Machine Learning.
Proceedings of the 48th International Conference on Parallel Processing, 2019
Proceedings of the 2019 3rd International Conference on Management Engineering, 2019
Proceedings of the IEEE International Conference on Multimedia and Expo, 2019
Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019
Proceedings of the 37th IEEE International Conference on Computer Design, 2019
Imbalance Rectification in Deep Logistic Regression for Multi-Label Image Classification Using Random Noise Samples.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019
Proceedings of the 30th British Machine Vision Conference 2019, 2019
2018
Dataset, November, 2018
IEEE Trans. Cloud Comput., 2018
Int. J. Inf. Commun. Technol., 2018
FRFB: Top-k Followee Recommendation by exploring the Following Behaviors in social networks.
Concurr. Comput. Pract. Exp., 2018
Proceedings of the Web Information Systems Engineering - WISE 2018, 2018
Proceedings of the 17th IEEE International Conference On Trust, 2018
Proceedings of the Knowledge Science, Engineering and Management, 2018
Proceedings of the Knowledge Science, Engineering and Management, 2018
Proceedings of the 24th IEEE International Conference on Parallel and Distributed Systems, 2018
Proceedings of the Neural Information Processing - 25th International Conference, 2018
Proceedings of the Neural Information Processing - 25th International Conference, 2018
Proceedings of the Neural Information Processing - 25th International Conference, 2018
Proceedings of the 20th IEEE International Conference on High Performance Computing and Communications; 16th IEEE International Conference on Smart City; 4th IEEE International Conference on Data Science and Systems, 2018
Proceedings of the Web and Big Data - Second International Joint Conference, 2018
Proceedings of the Web Information Systems and Applications, 2018
2017
Future Gener. Comput. Syst., 2017
Detecting Permission Over-claim of Android Applications with Static and Semantic Analysis Approach.
Proceedings of the 2017 IEEE Trustcom/BigDataSE/ICESS, Sydney, Australia, August 1-4, 2017, 2017
Proceedings of the 36th IEEE International Performance Computing and Communications Conference, 2017
Proceedings of the 2017 International Conference on Cryptography, Security and Privacy, 2017
Proceedings of the 14th Web Information Systems and Applications Conference, 2017
2016
Int. J. Embed. Syst., 2016
Divide-and-conquer approach for solving singular value decomposition based on MapReduce.
Concurr. Comput. Pract. Exp., 2016
An Approach for Automatically Generating R2RML-Based Direct Mapping from Relational Databases.
Proceedings of the Social Computing, 2016
Proceedings of the 45th International Conference on Parallel Processing, 2016
2015
Role mining based on permission cardinality constraint and user cardinality constraint.
Secur. Commun. Networks, 2015
Proceedings of the 11th International Conference on Semantics, Knowledge and Grids, 2015
Proceedings of the Knowledge Science, Engineering and Management, 2015
Proceedings of the 17th IEEE International Conference on High Performance Computing and Communications, 2015
An Intersection Cache Based on Frequent Itemset Mining in Large Scale Search Engines.
Proceedings of the Third IEEE Workshop on Hot Topics in Web Systems and Technologies, 2015
Proceedings of the IEEE 2nd International Conference on Cyber Security and Cloud Computing, 2015
Proceedings of the Collaborative Computing: Networking, Applications, and Worksharing, 2015
Proceedings of the 12th Web Information System and Application Conference, 2015
2014
IEEE Trans. Knowl. Data Eng., 2014
Secure, Efficient and Fine-Grained Data Access Control Mechanism for P2P Storage Cloud.
IEEE Trans. Cloud Comput., 2014
An efficient ECC-based mechanism for securing network coding-based P2P content distribution.
Peer-to-Peer Netw. Appl., 2014
Future Gener. Comput. Syst., 2014
Comput. Electr. Eng., 2014
Artif. Intell. Rev., 2014
Artif. Intell. Rev., 2014
Artif. Intell. Rev., 2014
2013
Int. J. Model. Identif. Control., 2013
MEI: Mutual Enhanced Infinite Community-Topic Model for Analyzing Text-Augmented Social Networks.
Comput. J., 2013
Adv. Eng. Informatics, 2013
Proceedings of the 12th IEEE International Conference on Trust, 2013
Proceedings of the 18th ACM Symposium on Access Control Models and Technologies, 2013
Proceedings of the Database Systems for Advanced Applications, 2013
A divide-and-conquer approach for solving singular value decomposition on a heterogeneous system.
Proceedings of the Computing Frontiers Conference, 2013
2012
J. Netw. Comput. Appl., 2012
Static Enforcement of Static Separation-of-Duty Policies in Usage Control Authorization Models.
IEICE Trans. Commun., 2012
Artif. Intell. Rev., 2012
Artif. Intell. Rev., 2012
Efficient Algorithms for Constrained Subspace Skyline Query in Structured Peer-to-Peer Systems.
Proceedings of the Web-Age Information Management - 13th International Conference, 2012
Proceedings of the 10th IEEE International Symposium on Parallel and Distributed Processing with Applications, 2012
Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, 2012
Proceedings of the 31st IEEE International Performance Computing and Communications Conference, 2012
Proceedings of the 41st International Conference on Parallel Processing, 2012
Proceedings of the 18th IEEE International Conference on Parallel and Distributed Systems, 2012
Proceedings of the 12th IEEE International Conference on Data Mining, 2012
Proceedings of the 14th IEEE International Conference on High Performance Computing and Communication & 9th IEEE International Conference on Embedded Software and Systems, 2012
Proceedings of the Advances in Grid and Pervasive Computing - 7th International Conference, 2012
Proceedings of the Web Technologies and Applications - 14th Asia-Pacific Web Conference, 2012
Proceedings of the Web Technologies and Applications - 14th Asia-Pacific Web Conference, 2012
2011
Corrigendum to "A flabellate overlay network for multi-attribute search" [J. Parallel Distrib. Comput. 71 (2011) 407-423].
J. Parallel Distributed Comput., 2011
J. Parallel Distributed Comput., 2011
Int. J. Autom. Comput., 2011
Future Gener. Comput. Syst., 2011
EURASIP J. Wirel. Commun. Netw., 2011
Specifying and enforcing the principle of least privilege in role-based access control.
Concurr. Comput. Pract. Exp., 2011
Incorporating User Feedback into Name Disambiguation of Scientific Cooperation Network.
Proceedings of the Web-Age Information Management - 12th International Conference, 2011
A New Vector Space Model Exploiting Semantic Correlations of Social Annotations for Web Page Clustering.
Proceedings of the Web-Age Information Management - 12th International Conference, 2011
Proceedings of the Web-Age Information Management - 12th International Conference, 2011
Proceedings of the IEEE 10th International Conference on Trust, 2011
An Integrated System Solution for Secure P2P Content Distribution Based on Network Coding.
Proceedings of the Sixth International Conference on Networking, Architecture, and Storage, 2011
Proceedings of the 17th IEEE International Conference on Parallel and Distributed Systems, 2011
Proceedings of the 13th IEEE International Conference on High Performance Computing & Communication, 2011
MEI: Mutual Enhanced Infinite Generative Model for Simultaneous Community and Topic Detection.
Proceedings of the Discovery Science - 14th International Conference, 2011
Proceedings of the Ninth Annual Communication Networks and Services Research Conference, 2011
Proceedings of the 8th Web Information Systems and Applications Conference, 2011
2010
Int. J. Parallel Emergent Distributed Syst., 2010
IEICE Trans. Inf. Syst., 2010
Proceedings of the Web-Age Information Management, 11th International Conference, 2010
Proactive Replication and Search for Rare Objects in Unstructured Peer-to-Peer Networks.
Proceedings of the Web-Age Information Management, 11th International Conference, 2010
Proceedings of the 15th ACM Symposium on Access Control Models and Technologies, 2010
Proceedings of the 15th ACM Symposium on Access Control Models and Technologies, 2010
Proceedings of the Uncovering the Secrets of System Administration: Proceedings of the 24th Large Installation System Administration Conference, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the GCC 2010, 2010
Proceedings of the 13th IEEE International Conference on Computational Science and Engineering, 2010
Proceedings of the 6th International Conference on Collaborative Computing: Networking, 2010
Proceedings of the 17th ACM Conference on Computer and Communications Security, 2010
Proceedings of the 5th ACM Symposium on Information, 2010
Proceedings of the Advanced Data Mining and Applications - 6th International Conference, 2010
2009
Int. J. Commun. Netw. Syst. Sci., 2009
Proceedings of the Third International Conference on Network and System Security, 2009
Proceedings of the Information Security, 12th International Conference, 2009
Specification and Enforcement of Static Separation-of-Duty Policies in Usage Control.
Proceedings of the Information Security, 12th International Conference, 2009
Proceedings of the ICTAI 2009, 2009
Proceedings of the 18th International Conference on Computer Communications and Networks, 2009
Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009
2008
Request-driven role mapping framework for secure interoperation in multi-domain environments.
Comput. Syst. Sci. Eng., 2008
Proceedings of the 9th International Conference for Young Computer Scientists, 2008
Proceedings of the Progress in WWW Research and Development, 2008
Proceedings of the 22nd International Conference on Advanced Information Networking and Applications, 2008
2007
Dynamic Access Control Research for Inter-operation in Multi-domain Environment Based on Risk.
Proceedings of the Information Security Applications, 8th International Workshop, 2007
Proceedings of the Advances in Data and Web Management, 2007
Proceedings of the 6th International Symposium on Parallel and Distributed Computing (ISPDC 2007), 2007
Establishing RBAC-Based Secure Interoperability in Decentralized Multi-domain Environments.
Proceedings of the Information Security and Cryptology, 2007
Proceedings of the 11th International Conference on Computer Supported Cooperative Work in Design, 2007
Proceedings of the Computational Intelligence and Security, International Conference, 2007
2006
Proceedings of the Seventh International Conference on Parallel and Distributed Computing, 2006
Proceedings of the Japan-China Joint Workshop on Frontier of Computer Science and Technology, 2006
Proceedings of the Semantic Web, 2006
2005
Proceedings of the Sixth International Conference on Parallel and Distributed Computing, 2005
Service Publishing and Discovering Model in a Web Services Oriented Peer-to-Peer System.
Proceedings of the Web Engineering, 5th International Conference, 2005
Proceedings of the 2005 IEEE International Conference on Services Computing (SCC 2005), 2005
2003
Proceedings of the 14th International Workshop on Database and Expert Systems Applications (DEXA'03), 2003
2001
Proceedings of the 12th International Workshop on Database and Expert Systems Applications (DEXA 2001), 2001