Leen-Kiat Soh

According to our database1, Leen-Kiat Soh
  • authored at least 127 papers between 1995 and 2017.
  • has a "Dijkstra number"2 of four.

Timeline

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On csauthors.net:

Bibliography

2017
Computing Fitness of Use of Geospatial Datasets.
Proceedings of the Encyclopedia of GIS., 2017

Computational Creativity Exercises: An Avenue for Promoting Learning in Computer Science.
IEEE Trans. Education, 2017

Improving Students' Learning and Achievement in CS Classrooms through Computational Creativity Exercises that Integrate Computational and Creative Thinking.
Proceedings of the 2017 ACM SIGCSE Technical Symposium on Computer Science Education, 2017

SURGE: Social Unrest Reconnaissance GazEteer.
Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2017

2016
Potential-based reward shaping for finite horizon online POMDP planning.
Autonomous Agents and Multi-Agent Systems, 2016

Individual Planning in Open and Typed Agent Systems.
Proceedings of the Thirty-Second Conference on Uncertainty in Artificial Intelligence, 2016

Students' Initial Course Motivation and Their Achievement and Retention in College CS1 Courses.
Proceedings of the 47th ACM Technical Symposium on Computing Science Education, Memphis, TN, USA, March 02, 2016

Investigating Differences in Wiki-based Collaborative Activities between Student Engagement Profiles in CS1.
Proceedings of the 47th ACM Technical Symposium on Computing Science Education, Memphis, TN, USA, March 02, 2016

Perceived Instrumentality and Career Aspirations in CS1 Courses: Change and Relationships with Achievement.
Proceedings of the 2016 ACM Conference on International Computing Education Research, 2016

Collaborative Human Task Assignment for Open Systems: (Extended Abstract).
Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016

Modeling chunking effects on learning and performance using the Computational-Unified Learning Model (C-ULM): A multiagent cognitive process model.
Proceedings of the 15th IEEE International Conference on Cognitive Informatics & Cognitive Computing , 2016

2015
Cluster-Based Boosting.
IEEE Trans. Knowl. Data Eng., 2015

Modeling Self-Efficacy as a Dynamic Cognitive Process with the Computational-Unified Learning Model (C-ULM): Implications for Cognitive Informatics and Cognitive Computing.
IJCINI, 2015

Developing an Image-Based Classifier for Detecting Poetic Content in Historic Newspaper Collections.
D-Lib Magazine, 2015

Understanding the Human Condition through Survey Informatics.
IEEE Computer, 2015

Genetic Algorithm Classifier System for Semi-Supervised Learning.
Computational Intelligence, 2015

Learning through computational creativity.
Commun. ACM, 2015

Exploring Changes in Computer Science Students' Implicit Theories of Intelligence Across the Semester.
Proceedings of the eleventh annual International Conference on International Computing Education Research, 2015

To Ask, Sense, or Share: Ad Hoc Information Gathering.
Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015

Considering Agent and Task Openness in Ad Hoc Team Formation.
Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015

2014
Strategic Capability-Learning for Improved Multiagent Collaboration in Ad Hoc Environments.
IEEE Trans. Systems, Man, and Cybernetics: Systems, 2014

A dissimilarity function for geospatial polygons.
Knowl. Inf. Syst., 2014

Using spatial data support for reducing uncertainty in geospatial applications.
GeoInformatica, 2014

Integrating computational and creative thinking to improve learning and performance in CS1.
Proceedings of the 45th ACM Technical Symposium on Computer Science Education, 2014

Improving learning of computational thinking using computational creativity exercises in a college CSI computer science course for engineers.
Proceedings of the IEEE Frontiers in Education Conference, 2014

Changes in student goal orientation across the semester in undergraduate computer science courses.
Proceedings of the IEEE Frontiers in Education Conference, 2014

Online heuristic planning for highly uncertain domains.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

Modeling self-efficacy using the computational-Unified Learning Model (C-ULM): Implications for computational psychology and cognitive computing.
Proceedings of the IEEE 13th International Conference on Cognitive Informatics and Cognitive Computing, 2014

2013
A Multiagent Modeling and Investigation of Smart Homes With Power Generation, Storage, and Trading Features.
IEEE Trans. Smart Grid, 2013

MineralMiner: An active sensing simulation environment.
Multiagent and Grid Systems, 2013

Understanding Human Learning Using a Multi-agent Simulation of the Unified Learning Model.
IJCINI, 2013

Spatio-temporal polygonal clustering with space and time as first-class citizens.
GeoInformatica, 2013

Observer effect from stateful resources in agent sensing.
Autonomous Agents and Multi-Agent Systems, 2013

Associations of students' creativity, motivation, and self-regulation with learning and achievement in college computer science courses.
Proceedings of the IEEE Frontiers in Education Conference, 2013

Improving learning of computational thinking using creative thinking exercises in CS-1 computer science courses.
Proceedings of the IEEE Frontiers in Education Conference, 2013

Significant predictors of learning from student interactions with online learning objects.
Proceedings of the IEEE Frontiers in Education Conference, 2013

Meta-Reasoning Algorithm for Improving Analysis of Student Interactions with Learning Objects using Supervised Learning.
Proceedings of the 6th International Conference on Educational Data Mining, 2013

Potential-based reward shaping for POMDPs.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2013

Dynamic facts in large team information sharing.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2013

Understanding human learning using a multi-agent simulation of the unified learning model.
Proceedings of the IEEE 12th International Conference on Cognitive Informatics and Cognitive Computing, 2013

2012
Redistricting Using Constrained Polygonal Clustering.
IEEE Trans. Knowl. Data Eng., 2012

iLOG: A Framework for Automatic Annotation of Learning Objects with Empirical Usage Metadata.
I. J. Artificial Intelligence in Education, 2012

Strategic Capability-Learning for Improved Multi-agent Collaboration in Ad-hoc Environments.
Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Intelligent Agent Technology, 2012

Evaluating POMDP rewards for active perception.
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

2011
SimCoL: A Simulation Tool for Computer-Supported Collaborative Learning.
IEEE Trans. Systems, Man, and Cybernetics, Part C, 2011

Lessons Learned from Comprehensive Deployments of Multiagent CSCL Applications I-MINDS and ClassroomWiki.
TLT, 2011

Revising computer science learning objects from learner interaction data.
Proceedings of the 42nd ACM technical symposium on Computer science education, 2011

Evaluating the use of learning objects in CS1.
Proceedings of the 42nd ACM technical symposium on Computer science education, 2011

Agent sensing with stateful resources.
Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), 2011

2010
ClassroomWiki: A Collaborative Wiki for Instructional Use with Multiagent Group Formation.
TLT, 2010

Improving Group Selection and Assessment in an Asynchronous Collaborative Writing Application.
I. J. Artificial Intelligence in Education, 2010

A Wiki with Multiagent Tracking, Modeling, and Coalition Formation.
Proceedings of the Twenty-Second Conference on Innovative Applications of Artificial Intelligence, 2010

ClassroomWiki: a wiki for the classroom with multiagent tracking, modeling, and group formation.
Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2010), 2010

2009
A comprehensive survey on the status of social and professional issues in United States undergraduate computer science programs and recommendations.
Computer Science Education, 2009

Renaissance computing: an initiative for promoting student participation in computing.
Proceedings of the 40th SIGCSE Technical Symposium on Computer Science Education, 2009

Redistricting Using Heuristic-Based Polygonal Clustering.
Proceedings of the ICDM 2009, 2009

A dissimilarity function for clustering geospatial polygons.
Proceedings of the 17th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2009

Density-based clustering of polygons.
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2009

Intelligent Learning Object Guide (iLOG): A Framework for Automatic Empirically-Based Metadata Generation.
Proceedings of the Artificial Intelligence in Education: Building Learning Systems that Care: From Knowledge Representation to Affective Modelling, 2009

2008
Computing Fitness of Use of Geospatial Datasets.
Proceedings of the Encyclopedia of GIS., 2008

Investigating adaptive, confidence-based strategic negotiations in complex multiagent environments.
Web Intelligence and Agent Systems, 2008

Considering operational issues for multiagent conceptual inferencing in a distributed information retrieval application.
Web Intelligence and Agent Systems, 2008

Techniques for Computing Fitness of Use (FoU) for Time Series Datasets with Applications in the Geospatial Domain.
GeoInformatica, 2008

I-MINDS: A Multiagent System for Intelligent Computer- Supported Collaborative Learning and Classroom Management.
I. J. Artificial Intelligence in Education, 2008

Integrating Case-Based Reasoning and Meta-Learning for a Self-Improving Intelligent Tutoring System.
I. J. Artificial Intelligence in Education, 2008

Ethics training and decision-making: do computer science programs need help?
Proceedings of the 39th SIGCSE Technical Symposium on Computer Science Education, 2008

Computing information gain for spatial data support.
Proceedings of the 16th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2008

2007
An integrated framework for improved Computer Science Education: Strategies, implementations, and results.
Computer Science Education, 2007

Forming and scaffolding human coalitions with a multi-agent framework.
Proceedings of the 6th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2007), 2007

Integrated Introspective Case-Based Reasoning for Intelligent Tutoring Systems.
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

2006
A Task-Based Approach to User Interface Design for a Web-Based Hydrologic Information Systems.
Trans. GIS, 2006

Implementing CS1 with embedded instructional research design in laboratories.
IEEE Trans. Education, 2006

Concept inventories in computer science for the topic discrete mathematics.
SIGCSE Bulletin, 2006

A Placement Test for Computer Science: Design, Implementation, and Analysis.
Computer Science Education, 2006

Incorporating an intelligent tutoring system into CS1.
Proceedings of the 39th SIGCSE Technical Symposium on Computer Science Education, 2006

Implementing the jigsaw model in CS1 closed labs.
Proceedings of the 11th Annual SIGCSE Conference on Innovation and Technology in Computer Science Education, 2006

Student Learning and Team Formation in a Structured CSCL Environment.
Proceedings of the Learning by Effective Utilization of Technologies: Facilitating Intercultural Understanding, 2006

Adaptive, Confidence-Based Strategic Negotiations in Complex Multiagent Environments.
Proceedings of the Nineteenth International Florida Artificial Intelligence Research Society Conference, 2006

A computer-supported cooperative learning system with multiagent intelligence.
Proceedings of the 5th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2006), 2006

Commercializing a multiagent-supported collaborative system.
Proceedings of the 5th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2006), 2006

Multiagent Coalition Formation for Computer-Supported Cooperative Learning.
Proceedings of the Proceedings, 2006

2005
Hybrid negotiation for resource coordination in multiagent systems.
Web Intelligence and Agent Systems, 2005

A framework for CS1 closed laboratories.
ACM Journal of Educational Resources in Computing, 2005

The Workshop Program at the Nineteenth National Conference on Artificial Intelligence.
AI Magazine, 2005

A Real-Time Negotiation Model and A Multi-Agent Sensor Network Implementation.
Autonomous Agents and Multi-Agent Systems, 2005

Designing, implementing, and analyzing a placement test for introductory CS courses.
Proceedings of the 36th SIGCSE Technical Symposium on Computer Science Education, 2005

Closed laboratories with embedded instructional research design for CS1.
Proceedings of the 36th SIGCSE Technical Symposium on Computer Science Education, 2005

Analyzing relationships between closed labs and course activities in CS1.
Proceedings of the 10th Annual SIGCSE Conference on Innovation and Technology in Computer Science Education, 2005

Design, development, and validation of a learning object for CS1.
Proceedings of the 10th Annual SIGCSE Conference on Innovation and Technology in Computer Science Education, 2005

Analyzing Student Motivation and Self-Efficacy in Using an Intelligent Tutoring System.
Proceedings of the Towards Sustainable and Scalable Educational Innovations Informed by the Learning Sciences, 2005

Computer-Supported Structured Cooperative Learning.
Proceedings of the Towards Sustainable and Scalable Educational Innovations Informed by the Learning Sciences, 2005

An Intelligent Agent that Learns How to Tutor Students: Design and Results.
Proceedings of the Towards Sustainable and Scalable Educational Innovations Informed by the Learning Sciences, 2005

Exploiting the advantages of object-based DSM in a heterogeneous cluster environment.
Proceedings of the 5th International Symposium on Cluster Computing and the Grid (CCGrid 2005), 2005

Balancing ontological and operational factors in refining multiagent neighborhoods.
Proceedings of the 4th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2005), 2005

2004
ARKTOS: an intelligent system for SAR sea ice image classification.
IEEE Trans. Geoscience and Remote Sensing, 2004

Agent-based cooperative learning: a proof-of-concept experiment.
Proceedings of the 35th SIGCSE Technical Symposium on Computer Science Education, 2004

Using game days to teach a multiagent system class.
Proceedings of the 35th SIGCSE Technical Symposium on Computer Science Education, 2004

Matching an opponent's performance in a real-time, dynamic environment.
Proceedings of the 2004 International Conference on Machine Learning and Applications, 2004

Creating an SVM to play strong poker.
Proceedings of the 2004 International Conference on Machine Learning and Applications, 2004

Case-based learning mechanisms to deliver learning materials.
Proceedings of the 2004 International Conference on Machine Learning and Applications, 2004

Authoritative citation KNN learning in multiple-instance problems.
Proceedings of the 2004 International Conference on Machine Learning and Applications, 2004

Multiagent Coalition Formation for Distributed, Adaptive Resource Allocation.
Proceedings of the International Conference on Artificial Intelligence, 2004

Adaptive Learning to Optimize Resource Management in a Multi-agent Framework.
Proceedings of the International Conference on Artificial Intelligence, 2004

Authoritative Citation KNN Learning with Noisy Training Datasets.
Proceedings of the International Conference on Artificial Intelligence, 2004

Learning How to Plan and Instantiate a Plan in Multi-Agent Coalition Formation.
Proceedings of the 2004 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT 2004), 2004

Cautious Cooperative Learning with Distributed Case-Based Reasoning.
Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, 2004

Experience-Based Resource Description and Selection in Multiagent Information Retrieval.
Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, 2004

A distributed shared object model based on a hierarchical consistency protocol for heterogeneous clusters.
Proceedings of the 4th IEEE/ACM International Symposium on Cluster Computing and the Grid (CCGrid 2004), 2004

Adaptive, Confidence-Based Multiagent Negotiation Strategy.
Proceedings of the 3rd International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2004), 2004

2003
Multiresolution, dynamic, and adaptive image quantization methodology: automation and analysis.
J. Electronic Imaging, 2003

Utility-based multiagent coalition formation with incomplete information and time constraints.
Proceedings of the IEEE International Conference on Systems, 2003

I-MINDS: an application of multiagent system intelligence to on-line education.
Proceedings of the IEEE International Conference on Systems, 2003

Collaborative Understanding of Distributed Ontologies in a Multiagent Framework: Design and Experiments.
Proceedings of the Ontologies in Agent Systems 2003, 2003

An Integrated Multilevel Learning Approach to Multiagent Coalition Formation.
Proceedings of the IJCAI-03, 2003

The Use of Hybrid Negotiation in Resource Coordination among Agents.
Proceedings of the 2003 IEEE/WIC International Conference on Intelligent Agent Technology (IAT 2003), 2003

Combining individual and cooperative learning for multi-agent negotiations.
Proceedings of the Second International Joint Conference on Autonomous Agents & Multiagent Systems, 2003

A learning-based coalition formation model for multiagent systems.
Proceedings of the Second International Joint Conference on Autonomous Agents & Multiagent Systems, 2003

I-MINDS: An Agent-Oriented Information System for Applications in Education.
Proceedings of the Agent-Oriented Information Systems, 2003

2002
Arktos: a knowledge engineering software tool for images.
Int. J. Hum.-Comput. Stud., 2002

AAAI 2002 Workshops.
AI Magazine, 2002

Satisficing coalition formation among agents.
Proceedings of the First International Joint Conference on Autonomous Agents & Multiagent Systems, 2002

2001
Reflective Negotiating Agents for Real-Time Multisensor Target Tracking.
Proceedings of the Seventeenth International Joint Conference on Artificial Intelligence, 2001

2000
Separating touching objects in remote sensing imagery: the restricted growing concept and implementations.
IEEE Trans. Image Processing, 2000

Using Learning by Discovery to Segment Remotely Sensed Images.
Proceedings of the Seventeenth International Conference on Machine Learning (ICML 2000), Stanford University, Stanford, CA, USA, June 29, 2000

1999
Segmentation of satellite imagery of natural scenes using data mining.
IEEE Trans. Geoscience and Remote Sensing, 1999

Texture analysis of SAR sea ice imagery using gray level co-occurrence matrices.
IEEE Trans. Geoscience and Remote Sensing, 1999

1995
A comprehensive, automated approach to determining sea ice thickness from SAR data.
IEEE Trans. Geoscience and Remote Sensing, 1995


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