Leen-Kiat Soh

	2009
58		S. A. Riley, Lee Dee Miller, Leen-Kiat Soh, Ashok Samal, Gwen Nugent: Intelligent Learning Object Guide (iLOG): A Framework for Automatic Empirically-Based Metadata Generation. AIED 2009: 515-522
57		Deepti Joshi, Ashok Samal, Leen-Kiat Soh: Density-based clustering of polygons. CIDM 2009: 171-178
56		Deepti Joshi, Ashok Samal, Leen-Kiat Soh: A dissimilarity function for clustering geospatial polygons. GIS 2009: 384-387
55		Leen-Kiat Soh, Ashok Samal, Stephen D. Scott, Stephen Ramsay, Etsuko Moriyama, George Meyer, Brian Moore, William G. Thomas, Duane F. Shell: Renaissance computing: an initiative for promoting student participation in computing. SIGCSE 2009: 59-63
	2008
54		Tao Hong, Ashok Samal, Leen-Kiat Soh: Computing information gain for spatial data support. GIS 2008: 57
53		Carol Spradling, Leen-Kiat Soh, Charles Ansorge: Ethics training and decision-making: do computer science programs need help? SIGCSE 2008: 153-157
52		Leen-Kiat Soh, Ashok Samal: Computing Fitness of Use of Geospatial Datasets. Encyclopedia of GIS 2008: 118-123
51		Lei Fu, Leen-Kiat Soh, Ashok Samal: Techniques for Computing Fitness of Use (FoU) for Time Series Datasets with Applications in the Geospatial Domain. GeoInformatica 12(1): 91-115 (2008)
50		Leen-Kiat Soh, Todd Blank: Integrating Case-Based Reasoning and Meta-Learning for a Self-Improving Intelligent Tutoring System. I. J. Artificial Intelligence in Education 18(1): 27-58 (2008)
49		Leen-Kiat Soh, Nobel Khandaker, Hong Jiang: I-MINDS: A Multiagent System for Intelligent Computer- Supported Collaborative Learning and Classroom Management. I. J. Artificial Intelligence in Education 18(2): 119-151 (2008)
48		Leen-Kiat Soh: Considering operational issues for multiagent conceptual inferencing in a distributed information retrieval application. Web Intelligence and Agent Systems 6(1): 1-28 (2008)
47		Leen-Kiat Soh, Xin Li: Investigating adaptive, confidence-based strategic negotiations in complex multiagent environments. Web Intelligence and Agent Systems 6(3): 313-326 (2008)
	2007
46		Leen-Kiat Soh: Integrated Introspective Case-Based Reasoning for Intelligent Tutoring Systems. AAAI 2007: 1566-1571
45		Leen-Kiat Soh, Nobel Khandaker: Forming and scaffolding human coalitions with a multi-agent framework. AAMAS 2007: 62
	2006
44		Leen-Kiat Soh, Nobel Khandaker, Hong Jiang: Multiagent Coalition Formation for Computer-Supported Cooperative Learning. AAAI 2006
43		Leen-Kiat Soh, Hong Jiang: Commercializing a multiagent-supported collaborative system. AAMAS 2006: 1522-1529
42		Leen-Kiat Soh, Nobel Khandaker, Xuliu Liu, Hong Jiang: A computer-supported cooperative learning system with multiagent intelligence. AAMAS 2006: 1556-1563
41		Xin Li, Leen-Kiat Soh: Adaptive, Confidence-Based Strategic Negotiations in Complex Multiagent Environments. FLAIRS Conference 2006: 80-85
40		Nobel Khandaker, Leen-Kiat Soh, Hong Jiang: Student Learning and Team Formation in a Structured CSCL Environment. ICCE 2006: 185-192
39		Leen-Kiat Soh: Implementing the jigsaw model in CS1 closed labs. ITiCSE 2006: 163-167
38		Leen-Kiat Soh: Incorporating an intelligent tutoring system into CS1. SIGCSE 2006: 486-490
37		Vicki L. Almstrum, Peter B. Henderson, Valerie J. Harvey, Cinda Heeren, William A. Marion, Charles Riedesel, Leen-Kiat Soh, Allison Elliott Tew: Concept inventories in computer science for the topic discrete mathematics. SIGCSE Bulletin 38(4): 132-145 (2006)
36		Leen-Kiat Soh, Jing Zhang, Ashok Samal: A Task-Based Approach to User Interface Design for a Web-Based Hydrologic Information Systems. T. GIS 10(3): 417-449 (2006)
	2005
35		Leen-Kiat Soh, Chao Chen: Balancing ontological and operational factors in refining multiagent neighborhoods. AAMAS 2005: 745-752
34		Xuli Liu, Hong Jiang, Leen-Kiat Soh: Exploiting the advantages of object-based DSM in a heterogeneous cluster environment. CCGRID 2005: 800-807
33		Leen-Kiat Soh, Todd Blank: An Intelligent Agent that Learns How to Tutor Students: Design and Results. ICCE 2005: 420-427
32		Leen-Kiat Soh, Nobel Khandaker, Xuli Liu, Hong Jiang: Computer-Supported Structured Cooperative Learning. ICCE 2005: 428-435
31		Leen-Kiat Soh, Lee Dee Miller: Analyzing Student Motivation and Self-Efficacy in Using an Intelligent Tutoring System. ICCE 2005: 896-899
30		Leen-Kiat Soh, Ashok Samal, Suzette Person, Gwen Nugent, Jeff Lang: Analyzing relationships between closed labs and course activities in CS1. ITiCSE 2005: 183-187
29		Gwen Nugent, Leen-Kiat Soh, Ashok Samal, Suzette Person, Jeff Lang: Design, development, and validation of a learning object for CS1. ITiCSE 2005: 370
28		Leen-Kiat Soh, Ashok Samal, Suzette Person, Gwen Nugent, Jeff Lang: Closed laboratories with embedded instructional research design for CS1. SIGCSE 2005: 297-301
27		Leen-Kiat Soh, Ashok Samal, Suzette Person, Gwen Nugent, Jeff Lang: Designing, implementing, and analyzing a placement test for introductory CS courses. SIGCSE 2005: 505-509
26		Leen-Kiat Soh, Ashok Samal, Gwen Nugent: A framework for CS1 closed laboratories. ACM Journal of Educational Resources in Computing 5(4): 1-13 (2005)
25		Ion Muslea, Virginia Dignum, Daniel D. Corkill, Catholijn M. Jonker, Frank Dignum, Silvia Coradeschi, Alessandro Saffiotti, Dan Fu, Jeff Orkin, William Cheetham, Kai Goebel, Piero P. Bonissone, Leen-Kiat Soh, Randolph M. Jones, Robert E. Wray III, Matthias Scheutz, Daniela Pucci de Farias, Shie Mannor, Georgios Theocharous, Doina Precup, Bamshad Mobasher, Sarabjot S. Anand, Bettina Berendt, Andreas Hotho, Hans W. Guesgen, Michael T. Rosenstein, Mohammad Ghavamzadeh: The Workshop Program at the Nineteenth National Conference on Artificial Intelligence. AI Magazine 26(1): 103-108 (2005)
24		Leen-Kiat Soh, Costas Tsatsoulis: A Real-Time Negotiation Model and A Multi-Agent Sensor Network Implementation. Autonomous Agents and Multi-Agent Systems 11(3): 215-271 (2005)
23		Xin Li, Leen-Kiat Soh: Hybrid negotiation for resource coordination in multiagent systems. Web Intelligence and Agent Systems 3(4): 231-259 (2005)
	2004
22		Leen-Kiat Soh, Xin Li: Adaptive, Confidence-Based Multiagent Negotiation Strategy. AAMAS 2004: 1048-1055
21		Xuli Liu, Hong Jiang, Leen-Kiat Soh: A distributed shared object model based on a hierarchical consistency protocol for heterogeneous clusters. CCGRID 2004: 515-522
20		Leen-Kiat Soh: Cautious Cooperative Learning with Distributed Case-Based Reasoning. FLAIRS Conference 2004
19		Leen-Kiat Soh: Experience-Based Resource Description and Selection in Multiagent Information Retrieval. FLAIRS Conference 2004
18		Xin Li, Leen-Kiat Soh: Learning How to Plan and Instantiate a Plan in Multi-Agent Coalition Formation. IAT 2004: 479-482
17		Leen-Kiat Soh, Xin Li: Multiagent Coalition Formation for Distributed, Adaptive Resource Allocation. IC-AI 2004: 372-378
16		Chao Chen, Leen-Kiat Soh: Adaptive Learning to Optimize Resource Management in a Multi-agent Framework. IC-AI 2004: 386-389
15		Joseph Bernadt, Leen-Kiat Soh: Authoritative Citation KNN Learning with Noisy Training Datasets. IC-AI 2004: 916-931
14		Leen-Kiat Soh: Using game days to teach a multiagent system class. SIGCSE 2004: 219-223
13		Leen-Kiat Soh, Hong Jiang, Charles Ansorge: Agent-based cooperative learning: a proof-of-concept experiment. SIGCSE 2004: 368-372
	2003
12		Leen-Kiat Soh, Xin Li: A learning-based coalition formation model for multiagent systems. AAMAS 2003: 1120-1121
11		Leen-Kiat Soh, Juan Luo: Combining individual and cooperative learning for multi-agent negotiations. AAMAS 2003: 1122-1123
10		Leen-Kiat Soh, Xuli Liu, XueSong Zhang, Jameela Al-Jaroodi, Hong Jiang, Phanivas Vemuri: I-MINDS: An Agent-Oriented Information System for Applications in Education. AOIS 2003: 16-31
9		Xin Li, Leen-Kiat Soh: The Use of Hybrid Negotiation in Resource Coordination among Agents. IAT 2003: 133-139
8		Leen-Kiat Soh, Xin Li: An Integrated Multilevel Learning Approach to Multiagent Coalition Formation. IJCAI 2003: 619-624
7		Leen-Kiat Soh: Collaborative Understanding of Distributed Ontologies in a Multiagent Framework: Design and Experiments. OAS 2003: 47-
	2002
6		Leen-Kiat Soh, Costas Tsatsoulis: Satisficing coalition formation among agents. AAMAS 2002: 1062-1063
5		M. Brian Blake, Karen Zita Haigh, Henry Hexmoor, Rino Falcone, Leen-Kiat Soh, Chitta Baral, Sheila A. McIlraith, Piotr J. Gmytrasiewicz, Simon Parsons, Rainer Malaka, Antonio Krüger, Paolo Bouquet, Bill Smart, Koichi Kurumantani, Adam Pease, Michael Brenner, Marie desJardins, Ulrich Junker, James P. Delgrande, Jon Doyle, Francesca Rossi, Torsten Schaub, Carla P. Gomes, Toby Walsh, Haipeng Guo, Eric Horvitz, Nancy Ide, Christopher A. Welty, Frank D. Anger, Hans W. Guesgen, Gérard Ligozat: AAAI 2002 Workshops. AI Magazine 23(4): 113-121 (2002)
4		Leen-Kiat Soh, Costas Tsatsoulis: Arktos: a knowledge engineering software tool for images. Int. J. Hum.-Comput. Stud. 57(6): 469-496 (2002)
	2001
3		Leen-Kiat Soh, Costas Tsatsoulis: Reflective Negotiating Agents for Real-Time Multisensor Target Tracking. IJCAI 2001: 1121-1127
	2000
2		Leen-Kiat Soh, Costas Tsatsoulis: Using Learning by Discovery to Segment Remotely Sensed Images. ICML 2000: 919-926
1		Leen-Kiat Soh, Costas Tsatsoulis: Separating touching objects in remote sensing imagery: the restricted growing concept and implementations. IEEE Transactions on Image Processing 9(2): 312-314 (2000)

Coauthor Index

1	Jameela Al-Jaroodi	[10]
2	Vicki L. Almstrum	[37]
3	Sarabjot S. Anand (Sarab S. Anand)	[25]
4	Frank D. Anger	[5]
5	Charles Ansorge	[13] [53]
6	Chitta Baral	[5]
7	Bettina Berendt	[25]
8	Joseph Bernadt	[15]
9	M. Brian Blake	[5]
10	Todd Blank	[33] [50]
11	Piero P. Bonissone	[25]
12	Paolo Bouquet	[5]
13	Michael Brenner	[5]
14	William Cheetham	[25]
15	Chao Chen	[16] [35]
16	Silvia Coradeschi	[25]
17	Daniel D. Corkill	[25]
18	James P. Delgrande	[5]
19	Frank Dignum (F. P. M. Dignum)	[25]
20	Virginia Dignum	[25]
21	Jon Doyle	[5]
22	Rino Falcone	[5]
23	Daniela Pucci de Farias	[25]
24	Dan Fu	[25]
25	Lei Fu	[51]
26	Mohammad Ghavamzadeh	[25]
27	Piotr J. Gmytrasiewicz	[5]
28	Kai Goebel	[25]
29	Carla P. Gomes	[5]
30	Hans W. Guesgen	[5] [25]
31	Haipeng Guo	[5]
32	Karen Zita Haigh	[5]
33	Valerie J. Harvey	[37]
34	Cinda Heeren	[37]
35	Peter B. Henderson	[37]
36	Henry Hexmoor	[5]
37	Tao Hong	[54]
38	Eric Horvitz	[5]
39	Andreas Hotho	[25]
40	Nancy Ide	[5]
41	Hong Jiang	[10] [13] [21] [32] [34] [40] [42] [43] [44] [49]
42	Randolph M. Jones	[25]
43	Catholijn M. Jonker	[25]
44	Deepti Joshi	[56] [57]
45	Ulrich Junker	[5]
46	Nobel Khandaker	[32] [40] [42] [44] [45] [49]
47	Antonio Krüger	[5]
48	Koichi Kurumantani	[5]
49	Jeff Lang	[27] [28] [29] [30]
50	Xin Li	[8] [9] [12] [17] [18] [22] [23] [41] [47]
51	Gérard Ligozat (Gerard Ligozat)	[5]
52	Xuli Liu	[10] [21] [32] [34]
53	Xuliu Liu	[42]
54	Juan Luo	[11]
55	Rainer Malaka	[5]
56	Shie Mannor	[25]
57	William A. Marion	[37]
58	Sheila A. McIlraith	[5]
59	George Meyer	[55]
60	Lee Dee Miller	[31] [58]
61	Bamshad Mobasher	[25]
62	Brian Moore	[55]
63	Etsuko Moriyama	[55]
64	Ion Muslea	[25]
65	Gwen Nugent	[26] [27] [28] [29] [30] [58]
66	Jeff Orkin	[25]
67	Simon Parsons	[5]
68	Adam Pease	[5]
69	Suzette Person	[27] [28] [29] [30]
70	Doina Precup	[25]
71	Stephen Ramsay	[55]
72	Charles Riedesel	[37]
73	S. A. Riley	[58]
74	Michael T. Rosenstein	[25]
75	Francesca Rossi	[5]
76	Alessandro Saffiotti	[25]
77	Ashok Samal	[26] [27] [28] [29] [30] [36] [51] [52] [54] [55] [56] [57] [58]
78	Torsten Schaub	[5]
79	Matthias Scheutz	[25]
80	Stephen D. Scott	[55]
81	Duane F. Shell	[55]
82	Bill Smart	[5]
83	Carol Spradling	[53]
84	Allison Elliott Tew	[37]
85	Georgios Theocharous	[25]
86	William G. Thomas	[55]
87	Costas Tsatsoulis	[1] [2] [3] [4] [6] [24]
88	Phanivas Vemuri	[10]
89	Toby Walsh	[5]
90	Christopher A. Welty	[5]
91	Robert E. Wray III	[25]
92	Jing Zhang	[36]
93	XueSong Zhang	[10]
94	Marie desJardins	[5]

Colors in the list of coauthors