Leen-Kiat Soh
Orcid: 0000-0002-6094-4666
According to our database1,
Leen-Kiat Soh
authored at least 167 papers
between 1995 and 2024.
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Bibliography
2024
Perceptual cue-guided adaptive image downscaling for enhanced semantic segmentation on large document images.
Int. J. Document Anal. Recognit., June, 2024
A Spatially-Aware Data-Driven Approach to Automatically Geocoding Non-Gazetteer Place Names.
ACM Trans. Spatial Algorithms Syst., March, 2024
2023
GeoInformatica, October, 2023
ACM Trans. Spatial Algorithms Syst., September, 2023
Relationship Between Implicit Intelligence Beliefs and Maladaptive Self-Regulation of Learning.
ACM Trans. Comput. Educ., September, 2023
SSDTutor: A feedback-driven intelligent tutoring system for secure software development.
Sci. Comput. Program., April, 2023
ACM SIGCSE Bull., January, 2023
2022
Augmentation-based Pseudo-Ground truth Generation for Deep Learning in Historical Document Segmentation for Greater Levels of Archival Description and Access.
ACM Journal on Computing and Cultural Heritage, 2022
ACM Trans. Comput. Educ., 2022
Proceedings of the Uncertainty in Artificial Intelligence, 2022
Developing K-8 Computer Science Teachers' Content Knowledge, Self-efficacy, and Attitudes through Evidence-based Professional Development.
Proceedings of the ITiCSE 2022: Innovation and Technology in Computer Science Education, Dublin, Ireland, July 8, 2022
An Intelligent Tutoring System for API Misuse Correction by Instant Quality Feedback.
Proceedings of the 46th IEEE Annual Computers, Software, and Applications Conferenc, 2022
2021
Motivation and Self-Regulated Learning in Computer Science: Lessons Learned From a Multiyear Program of Classroom Research.
IEEE Trans. Educ., 2021
J. Comput. Soc. Sci., 2021
Visual domain knowledge-based multimodal zoning for textual region localization in noisy historical document images.
J. Electronic Imaging, 2021
Investigating coupling preprocessing with shallow and deep convolutional neural networks in document image classification.
J. Electronic Imaging, 2021
GeoInformatica, 2021
Adopting, Integrating, and Evaluating Computational Creativity Exercises and An Experience Report.
Proceedings of the SIGCSE '21: The 52nd ACM Technical Symposium on Computer Science Education, 2021
SWOT Analysis of Two Different Designs of Summer Professional Development Institutes for K-8 CS Teachers.
Proceedings of the IEEE Frontiers in Education Conference, 2021
Proceedings of the IEEE Frontiers in Education Conference, 2021
2020
A Multi-level Analysis of the Relationship between Instructional Practices and Retention in Computer Science.
Proceedings of the 51st ACM Technical Symposium on Computer Science Education, 2020
Proceedings of the 51st ACM Technical Symposium on Computer Science Education, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Adopting, Integrating, and Evaluating Computational Creativity Exercises to Improve Student Learning.
Proceedings of the 50th ACM Technical Symposium on Computer Science Education, 2019
Proceedings of the 50th ACM Technical Symposium on Computer Science Education, 2019
Investigating the Impact of Group Size on Non-Programming Exercises in CS Education Courses.
Proceedings of the 50th ACM Technical Symposium on Computer Science Education, 2019
2018
Helping Engineering Students Learn in Introductory Computer Science (CS1) Using Computational Creativity Exercises (CCEs).
IEEE Trans. Educ., 2018
Computational Creativity Exercises for Improving Student Learning and Performance: (Abstract Only).
Proceedings of the 49th ACM Technical Symposium on Computer Science Education, 2018
Examining the Impact of Computational Creativity Exercises on College Computer Science Students' Learning, Achievement, Self-Efficacy, and Creativity.
Proceedings of the 49th ACM Technical Symposium on Computer Science Education, 2018
Proceedings of the 49th ACM Technical Symposium on Computer Science Education, 2018
At the Nexus of Data and Collections: New Affordances in the Age of Mass-Scale Digital Libraries.
Proceedings of the 18th ACM/IEEE on Joint Conference on Digital Libraries, 2018
Analysis of Multifactorial Social Unrest Events with Spatio-Temporal k-Dimensional Tree-based DBSCAN.
Proceedings of the 2nd ACM SIGSPATIAL Workshop on Analytics for Local Events and News, 2018
Aida: Intelligent Image Analysis to Automatically Detect Poems in Digital Archives of Historic Newspapers.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Proceedings of the Encyclopedia of GIS., 2017
Computational Creativity Exercises: An Avenue for Promoting Learning in Computer Science.
IEEE Trans. Educ., 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
Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2017
2016
Auton. Agents Multi Agent Syst., 2016
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, 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, 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
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
Modeling Self-Efficacy as a Dynamic Cognitive Process with the Computational-Unified Learning Model (C-ULM): Implications for Cognitive Informatics and Cognitive Computing.
Int. J. Cogn. Informatics Nat. Intell., 2015
Developing an Image-Based Classifier for Detecting Poetic Content in Historic Newspaper Collections.
D Lib Mag., 2015
Comput. Intell., 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
Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015
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. Syst. Man Cybern. Syst., 2014
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
Proceedings of the 9th Annual International Conference of the Alliance of Digital Humanities Organizations, 2014
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
Understanding Human Learning Using a Multi-agent Simulation of the Unified Learning Model.
Int. J. Cogn. Informatics Nat. Intell., 2013
GeoInformatica, 2013
Auton. Agents Multi Agent Syst., 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
Interface Tangibility and Gesture in Mediating Individual Agency Within Group Spatial Problem Solving with an Ecosystem Simulation.
Proceedings of the 10th International Conference on Computer-Supported Collaborative Learning, 2013
Proceedings of the 10th International Conference on Computer-Supported Collaborative Learning, 2013
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2013
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2013
2012
IEEE Trans. Knowl. Data Eng., 2012
iLOG: A Framework for Automatic Annotation of Learning Objects with Empirical Usage Metadata.
Int. J. Artif. Intell. Educ., 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
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012
2011
IEEE Trans. Syst. Man Cybern. Part C, 2011
Lessons Learned from Comprehensive Deployments of Multiagent CSCL Applications I-MINDS and ClassroomWiki.
IEEE Trans. Learn. Technol., 2011
Proceedings of the 42nd ACM technical symposium on Computer science education, 2011
Proceedings of the 42nd ACM technical symposium on Computer science education, 2011
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.
IEEE Trans. Learn. Technol., 2010
Improving Group Selection and Assessment in an Asynchronous Collaborative Writing Application.
Int. J. Artif. Intell. Educ., 2010
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.
Comput. Sci. Educ., 2009
Renaissance computing: an initiative for promoting student participation in computing.
Proceedings of the 40th SIGCSE Technical Symposium on Computer Science Education, 2009
Proceedings of the ICDM 2009, 2009
Proceedings of the 17th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2009
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
Proceedings of the Encyclopedia of GIS., 2008
Investigating adaptive, confidence-based strategic negotiations in complex multiagent environments.
Web Intell. Agent Syst., 2008
Considering operational issues for multiagent conceptual inferencing in a distributed information retrieval application.
Web Intell. Agent Syst., 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.
Int. J. Artif. Intell. Educ., 2008
Integrating Case-Based Reasoning and Meta-Learning for a Self-Improving Intelligent Tutoring System.
Int. J. Artif. Intell. Educ., 2008
Proceedings of the 39th SIGCSE Technical Symposium on Computer Science Education, 2008
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.
Comput. Sci. Educ., 2007
Proceedings of the 6th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2007), 2007
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
IEEE Trans. Educ., 2006
ACM SIGCSE Bull., 2006
Comput. Sci. Educ., 2006
Proceedings of the 37th SIGCSE Technical Symposium on Computer Science Education, 2006
Proceedings of the 11th Annual SIGCSE Conference on Innovation and Technology in Computer Science Education, 2006
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
Proceedings of the 5th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2006), 2006
Proceedings of the 5th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2006), 2006
Proceedings of the Proceedings, 2006
2005
Web Intell. Agent Syst., 2005
The Workshop Program at the Nineteenth National Conference on Artificial Intelligence.
AI Mag., 2005
Auton. Agents Multi Agent Syst., 2005
Proceedings of the 36th SIGCSE Technical Symposium on Computer Science Education, 2005
Proceedings of the 36th SIGCSE Technical Symposium on Computer Science Education, 2005
Proceedings of the 10th Annual SIGCSE Conference on Innovation and Technology in Computer Science Education, 2005
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
Proceedings of the Towards Sustainable and Scalable Educational Innovations Informed by the Learning Sciences, 2005
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
Proceedings of the 4th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2005), 2005
2004
IEEE Trans. Geosci. Remote. Sens., 2004
Proceedings of the 35th SIGCSE Technical Symposium on Computer Science Education, 2004
Proceedings of the 35th SIGCSE Technical Symposium on Computer Science Education, 2004
Proceedings of the 2004 International Conference on Machine Learning and Applications, 2004
Proceedings of the 2004 International Conference on Machine Learning and Applications, 2004
Proceedings of the 2004 International Conference on Machine Learning and Applications, 2004
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
Proceedings of the 2004 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT 2004), 2004
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
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
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
Proceedings of the IJCAI-03, 2003
Proceedings of the 2003 IEEE/WIC International Conference on Intelligent Agent Technology (IAT 2003), 2003
Proceedings of the Second International Joint Conference on Autonomous Agents & Multiagent Systems, 2003
Proceedings of the Second International Joint Conference on Autonomous Agents & Multiagent Systems, 2003
Proceedings of the Agent-Oriented Information Systems, 2003
2002
Int. J. Hum. Comput. Stud., 2002
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002
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 Process., 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
IEEE Trans. Geosci. Remote. Sens., 1999
IEEE Trans. Geosci. Remote. Sens., 1999
1995
IEEE Trans. Geosci. Remote. Sens., 1995