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Displaying 1-21 out of 21 total
Automated Semantic Annotation and Retrieval Based on Sharable Ontology and Case-Based Learning Techniques
Found in: Digital Libraries, Joint Conference on
By Von-Wun Soo, Chen-Yu Lee, Chung-Cheng Li, Shu Lei Chen, Ching-chih Chen
Issue Date:May 2003
pp. 61
Effective information retrieval (IR) using domain knowledge and semantics is one of the major challenges in IR. In this paper we propose a framework that can facilitate image retrieval based on a sharable domain ontology and thesaurus. In particular, case-...
 
Network-based inferring drug-disease associations from chemical, genomic and phenotype data
Found in: 2012 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
By Yu-Fen Huang,Hsiang-Yuan Yeh,Von-Wun Soo
Issue Date:October 2012
pp. 1-6
With the information of drug, disease phenotype and protein interactions accumulating rapidly, to investigate the relationships between drugs and diseases is a critical importance issue. Until recently, few studies attempt to discover drug-disease associat...
 
Coordination of a Society of Agents for Automatic Distribution System Restoration: Toward a Smart Grid
Found in: Technologies and Applications of Artificial Intelligence, International Conference on
By Von-Wun Soo, Men-Shen Tsai, Wan-Yu Yu, Yen-Bo Peng
Issue Date:November 2010
pp. 110-115
Establishing a smart power grid utilizing advanced agent information technology has raised much attention recently. In this paper we propose a method that is based on coordination and negotiation among a set of distributed local power committees who could ...
 
Identifying Prostate Cancer-Related Networks from Microarray Data Based on Genotype-Phenotype Networks Using Markov Blanket Search
Found in: Bioinformatic and Bioengineering, IEEE International Symposium on
By Hsiang-Yuan Yeh, Yi-Yu Liu, Cheng-Yu Yeh, Von-Wun Soo
Issue Date:June 2010
pp. 302-303
The identification of significant disease-related genes and networks is an important issue in understanding underlying mechanisms of cells. We integrate phenotype networks, protein networks and efficiently utilize gene expression data to identify human dis...
 
Towards Text-based Emotion Detection
Found in: Information Management and Engineering, International Conference on
By Edward Chao-Chun Kao, Chun-Chieh Liu, Ting-Hao Yang, Chang-Tai Hsieh, Von-Wun Soo
Issue Date:April 2009
pp. 70-74
This paper presents an overview of the emerging field of emotion detection from text and describes the current generation of detection methods that are usually divided into the following three main categories: keyword-based, learning-based, and hybrid reco...
 
Cascading Decomposition and State Abstractions for Reinforcement Learning
Found in: Mexican International Conference on Artificial Intelligence
By Chung-Cheng Chiu, Von-Wun Soo
Issue Date:October 2008
pp. 82-87
Problem decomposition and state abstractions applied in the hierarchical problem solving often requires manual construction of a hierarchy structure in advance. This work is to provide some automatic algorithms for dimension reduction in problem solving. W...
 
A Tool for Finding Possible Explanation for Adverse Drug Reactions Through Drug and Drug Target Interactions
Found in: BioMedical Engineering and Informatics, International Conference on
By Shih-Fang Lin, Ke-Ting Xiao, Yu-Ting Huang, Von-Wun Soo
Issue Date:May 2008
pp. 580-584
Adverse drug reaction (ADR) is big challenge in drug development process. The US Food and Drug Administration (FDA) collects a lot of ADR report cases. We develop a tool which integrates drug and drug target knowledge bases and builds up drug target networ...
 
Modeling Annotators to Improve Semantic Annotation and Retrieval of Images
Found in: Intelligent Agent Technology, IEEE / WIC / ACM International Conference on
By Chen-Yu Lee, Von-Wun Soo
Issue Date:September 2005
pp. 254-257
<p>Semantic annotation of images is an important step to support semantic information extraction and retrieval. However, since the behaviors of annotators could influence the performance of a retrieval system, the modeling of annotators must be consi...
 
A cooperative multi-agent platform for invention based on ontology and patent document analysis
Found in: International Conference on Computer Supported Cooperative Work in Design
By Von-Wun Soo, Szu-Yin Lin, Shih-Yao Yang, Shih-Neng Lin, Shian-Luen Cheng
Issue Date:May 2005
pp. 411-416 Vol. 1
We propose a cooperative multi-agent platform to support the invention process based on the patent document analysis. It helps industrial knowledge managers to retrieve and analyze existing patent documents and extract structure information from patents wi...
 
Market-Oriented Multiple Resource Scheduling in Grid Computing Environments
Found in: Advanced Information Networking and Applications, International Conference on
By Chia-Hung Chien, Paul Hsueh-Mtn Chang, Von-Wun Soo
Issue Date:March 2005
pp. 867-872
In a Grid computing environment, each client has its own job represented as a workflow composed of tasks that require multiple types of computational resources to complete. Developing a mechanism that schedules these workflows to efficiently utilize limite...
 
How to Annotate an Image? The Need of an Image Annotation Guide Agent
Found in: Digital Libraries, Joint Conference on
By Chen-Yu Lee, Von-Wun Soo, Yi-Ting Fu
Issue Date:June 2004
pp. 394-394
The performance of retrieving an image in terms of text-type of queries depends heavily on the quality of the annotated descriptive metadata that describes the content of the images. However, effective annotation of an image can often be a laborious task t...
   
Ontology Acquisition and Semantic Retrieval from Semantic Annotated Chinese Poetry
Found in: Digital Libraries, Joint Conference on
By Von-Wun Soo, Shih-Yao Yang, Shu-Lei Chen, Yi-Ting Fu
Issue Date:June 2004
pp. 345-346
This research aims to utilize semantic web[Integrating Applications on the Semantic Web] technology to the semantic annotation of classical Chinese poetry. We investigate the feasibilities and advantages of semantic retrieval and automated ontology acquisi...
   
Automating the Determination of Open Reading Frames in Genomic Sequences Using the Web Service Techniques -- A Case Study using SARS Coronavirus
Found in: Bioinformatic and Bioengineering, IEEE International Symposium on
By Paul Hsueh-Min Chang, Von-Wun Soo, Tai-Yu Chen, Wei-Shen Lai, Shiun-Cheng Su, Yu-Ling Huang
Issue Date:May 2004
pp. 451
As more and more new genome sequences were reported nowadays, analyzing the functions of a new genome sequence becomes more and more desirable and compelling. However, the determination of the functions of a genomic sequence is not an easy task. Even with ...
 
A Personalized Restaurant Recommender Agent for Mobile E-Service
Found in: e-Technology, e-Commerce, and e-Services, IEEE International Conference on
By Hung-Wen Tung, Von-Wun Soo
Issue Date:March 2004
pp. 259-262
A recommender agent in mobile environments should be context-aware to assist users while the users are moving. Many different kinds of contexts can be used by a recommender agent, such as weather, route conditions, time and location, etc. In this paper, we...
 
Different Cultures Meet (Panel Session): Lessons Learned in Global Digital Library Development
Found in: Digital Libraries, Joint Conference on
By Ching-chih Chen, Wen Gao, Hsueh-hua Chen, Li-Zhu Zhou, Von-Wun Soo
Issue Date:June 2001
pp. 90-93
This panel is organized to share the experience gained and lessons learned in developing cutting-edge technology applications and digital libraries when different cultures meet together.
   
Pruning Fuzzy ARTMAP Using the Minimum Description Length Principle in Learning from Clinical Databases
Found in: Tools with Artificial Intelligence, IEEE International Conference on
By Ten-Ho Lin, Von-Wun Soo
Issue Date:November 1997
pp. 0396
Fuzzy ARTMAP is one of the families of the neural network architectures based on ART(Adaptive Resonance Theory) in which supervised learning can be carried out. However, it usually tends to create more categories than are actually needed. This often causes...
 
On-line incremental learning in bilateral multi-issue negotiation
Found in: Proceedings of the first international joint conference on Autonomous agents and multiagent systems: part 1 (AAMAS '02)
By Chun-An Hung, Von-Wun Soo
Issue Date:July 2002
pp. 314-315
In this paper, we assume agents are cooperative negotiators under bounded number of negotiation messages. We implement agents who could incrementally learn from other agent's proposal during negotiation in order to speed up the negotiation process. We eval...
     
Using sharable ontology to retrieve historical images
Found in: Proceedings of the second ACM/IEEE-CS joint conference on Digital libraries (JCDL '02)
By Chen-Yu Lee, Ching-chih Chen, Jaw Jium Yeh, Von-Wun Soo
Issue Date:July 2002
pp. 197-198
We present a framework of utilizing sharable domain ontology and thesaurus to help the retrieval of historical images of the First Emperor of China's terracotta warriors and horses. Incorporating the sharable domain ontology in RDF and RDF schemas of seman...
     
Different cultures meet (panel session): lessons learned in global digital library development
Found in: Proceedings of the first ACM/IEEE-CS joint conference on Digital libraries (JCDL '01)
By Ching Chen, Hsueh-hua Chen, Li-Zhu Zhou, Von-Wun Soo, Wen Gao
Issue Date:January 2001
pp. 90-93
This panel is organized to share the experience gained and lessons lea rned in developing cutting-edge technology applications and digital libraries when different cultures meet together. “Culture”รน is interpreted in different ways and differen...
     
Agent negotiation in trusted third party mediated uncertain games
Found in: Proceedings of the fourth international conference on Autonomous agents (AGENTS '00)
By Von-Wun Soo
Issue Date:June 2000
pp. 265-266
When creating virtual reality environments a large amount of the interaction needs to be programmed. The problem with this is that non-computer expert users lack the programming skills necessary to create useful applications. Specifying interactions remain...
     
Game theoretic reasoning in multi-agent coordination by negotiation with a trusted third party
Found in: Proceedings of the third annual conference on Autonomous Agents (AGENTS '99)
By Shih-Hung Wu, Von-Wun Soo
Issue Date:April 1999
pp. 56-61
When creating virtual reality environments a large amount of the interaction needs to be programmed. The problem with this is that non-computer expert users lack the programming skills necessary to create useful applications. Specifying interactions remain...
     
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