Research Output

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Article
2020

An information fusion approach for conflating labeled point-based time-series data

Schell, Z., Samal, A. & Soh, L. K., 2020, (Accepted/In press) In : GeoInformatica.

Research output: Contribution to journalArticle

2019

Effects of a Government-Academic Partnership: Has the NSF-CENSUS Bureau Research Network Helped Improve the US Statistical System?

Weinberg, D. H., Abowd, J. M., Belli, R. F., Cressie, N., Folch, D. C., Holan, S. H., Levenstein, M. C., Olson, K. M., Reiter, J. P., Shapiro, M. D., Smyth, J. D., Soh, L. K., Spencer, B. D., Spielman, S. E., Vilhuber, L. & Wikle, C. K., Dec 1 2019, In : Journal of Survey Statistics and Methodology. 7, 4, p. 589-609 21 p.

Research output: Contribution to journalArticle

Open Access
1 Scopus citations
2018

Career aspirations, perceived instrumentality, and achievement in undergraduate computer science courses

Peteranetz, M. S., Flanigan, A. E., Shell, D. F. & Soh, L. K., Apr 2018, In : Contemporary Educational Psychology. 53, p. 27-44 18 p.

Research output: Contribution to journalArticle

4 Scopus citations

Helping Engineering Students Learn in Introductory Computer Science (CS1) Using Computational Creativity Exercises (CCEs)

Peteranetz, M. S., Flanigan, A. E., Shell, D. F. & Soh, L. K., Aug 2018, In : IEEE Transactions on Education. 61, 3, p. 195-203 9 p., 8303219.

Research output: Contribution to journalArticle

3 Scopus citations

Predicting similarity judgments in intertemporal choice with machine learning

Stevens, J. R. & Soh, L. K., Apr 1 2018, In : Psychonomic Bulletin and Review. 25, 2, p. 627-635 9 p.

Research output: Contribution to journalArticle

2 Scopus citations

Reinforcement Learning Approach for Optimal Distributed Energy Management in a Microgrid

Foruzan, E., Soh, L. K. & Asgarpoor, S., Sep 2018, In : IEEE Transactions on Power Systems. 33, 5, p. 5749-5758 10 p., 8331897.

Research output: Contribution to journalArticle

26 Scopus citations
2017

Computational Creativity Exercises: An Avenue for Promoting Learning in Computer Science

Peteranetz, M. S., Flanigan, A. E., Shell, D. F. & Soh, L. K., Nov 2017, In : IEEE Transactions on Education. 60, 4, p. 305-313 9 p., 7940091.

Research output: Contribution to journalArticle

9 Scopus citations

Implicit intelligence beliefs of computer science students: Exploring change across the semester

Flanigan, A. E., Peteranetz, M. S., Shell, D. A. & Soh, L-K., Jan 1 2017, In : Contemporary Educational Psychology. 48, p. 179-196 18 p.

Research output: Contribution to journalArticle

15 Scopus citations
2016

Potential-based reward shaping for finite horizon online POMDP planning

Eck, A., Soh, L. K., Devlin, S. & Kudenko, D., May 1 2016, In : Autonomous Agents and Multi-Agent Systems. 30, 3, p. 403-445 43 p.

Research output: Contribution to journalArticle

9 Scopus citations
2 Scopus citations
2015

Cluster-based boosting

Miller, L. D. & Soh, L. K., Jun 1 2015, In : IEEE Transactions on Knowledge and Data Engineering. 27, 6, p. 1491-1504 14 p., 6990607.

Research output: Contribution to journalArticle

4 Scopus citations

Developing an image-based classifier for detecting poetic content in historic newspaper collections

Lorang, E., Soh, L. K., Datla, M. V. & Kulwicki, S., 2015, In : D-Lib Magazine. 21, 7-8, 5.

Research output: Contribution to journalArticle

6 Scopus citations

Exploring Reactions to Hacktivism Among STEM College Students: A Preliminary Model of Hacktivism Support and Resistance

PytlikZillig, L. M., Wang, S., Soh, L. K., Tomkins, A. J., Samal, A., Bernadt, T. K. & Hayes, M. J., Aug 14 2015, In : Social Science Computer Review. 33, 4, p. 479-497 19 p.

Research output: Contribution to journalArticle

Genetic algorithm classifier system for semi-supervised learning

Dee Miller, L., Soh, L. K. & Scott, S., May 1 2015, In : Computational Intelligence. 31, 2, p. 201-232 32 p.

Research output: Contribution to journalArticle

3 Scopus citations

Motivational and self-regulated learning profiles of students taking a foundational engineering course

Nelson, K. G., Shell, D. F., Husman, J., Fishman, E. J. & Soh, L. K., Jan 1 2015, In : Journal of Engineering Education. 104, 1, p. 74-100 27 p.

Research output: Contribution to journalArticle

83 Scopus citations

Understanding the Human Condition through Survey Informatics

Eck, A., Soh, L. K., Olson, K., McCutcheon, A. L., Smyth, J. & Belli, R. F., Nov 1 2015, In : Computer. 48, 11, p. 110-114 5 p., 7328664.

Research output: Contribution to journalArticle

2014

A dissimilarity function for geospatial polygons

Joshi, D., Soh, L. K., Samal, A. & Zhang, J., Oct 1 2014, In : Knowledge and Information Systems. 41, 1, p. 153-188 36 p.

Research output: Contribution to journalArticle

2 Scopus citations

Multiagent study of smart grid customers with neighborhood electricity trading

Kahrobaee, S., Rajabzadeh, R. A., Soh, L. K. & Asgarpoor, S., Jun 2014, In : Electric Power Systems Research. 111, p. 123-132 10 p.

Research output: Contribution to journalArticle

27 Scopus citations

Strategic capability-learning for improved multiagent collaboration in Ad Hoc environments

Jumadinova, J., Dasgupta, P. & Soh, L. K., Aug 2014, In : IEEE Transactions on Systems, Man, and Cybernetics: Systems. 44, 8, p. 1003-1014 12 p., 6651856.

Research output: Contribution to journalArticle

7 Scopus citations

Using spatial data support for reducing uncertainty in geospatial applications

Hong, T., Hart, K., Soh, L. K. & Samal, A., 2014, In : GeoInformatica. 18, 1, p. 63-92 30 p.

Research output: Contribution to journalArticle

8 Scopus citations
2013

A multiagent modeling and investigation of smart homes with power generation, storage, and trading features

Kahrobaee, S., Rajabzadeh, R. A., Soh, L. K. & Asgarpoor, S., 2013, In : IEEE Transactions on Smart Grid. 4, 2, p. 659-668 10 p., 6338331.

Research output: Contribution to journalArticle

63 Scopus citations

MineralMiner: An active sensing simulation environment

Eck, A. & Soh, L. K., 2013, In : Multiagent and Grid Systems. 9, 3, p. 197-206 10 p.

Research output: Contribution to journalArticle

Observer effect from stateful resources in agent sensing

Eck, A. & Soh, L. K., 2013, In : Autonomous Agents and Multi-Agent Systems. 26, 2, p. 202-244 43 p.

Research output: Contribution to journalArticle

4 Scopus citations
47 Scopus citations

Spatio-temporal polygonal clustering with space and time as first-class citizens

Joshi, D., Samal, A. & Soh, L. K., 2013, In : GeoInformatica. 17, 2, p. 387-412 26 p.

Research output: Contribution to journalArticle

16 Scopus citations

Understanding human learning using a multi-agent simulation of the unified learning model

Chiriacescu, V., Soh, L. K. & Shell, D. F., Oct 1 2013, In : International Journal of Cognitive Informatics and Natural Intelligence. 7, 4, p. 1-25 25 p.

Research output: Contribution to journalArticle

8 Scopus citations
2012
4 Scopus citations

Redistricting using constrained polygonal clustering

Joshi, D., Soh, L. K. & Samal, A., 2012, In : IEEE Transactions on Knowledge and Data Engineering. 24, 11, p. 2065-2079 15 p., 5936062.

Research output: Contribution to journalArticle

8 Scopus citations
2011

Lessons learned from comprehensive deployments of multiagent CSCL applications I-MINDS and ClassroomWiki

Khandaker, N., Soh, L. K., Miller, L. D., Eck, A. & Jiang, H., 2011, In : IEEE Transactions on Learning Technologies. 4, 1, p. 47-58 12 p., 5557841.

Research output: Contribution to journalArticle

10 Scopus citations

SimCoL: A simulation tool for computer-supported collaborative learning

Khandaker, N. & Soh, L. K., Jul 2011, In : IEEE Transactions on Systems, Man and Cybernetics Part C: Applications and Reviews. 41, 4, p. 533-543 11 p., 5551234.

Research output: Contribution to journalArticle

4 Scopus citations
2010

ClassroomWiki: A collaborative Wiki for instructional use with multiagent group formation

Khandaker, N. & Soh, L. K., 2010, In : IEEE Transactions on Learning Technologies. 3, 3, p. 190-202 13 p., 5339122.

Research output: Contribution to journalArticle

23 Scopus citations
5 Scopus citations
2009

A comprehensive survey on the status of social and professional issues in United States undergraduate computer science programs and recommendations

Spradling, C., Soh, L. K. & Ansorge, C. J., Sep 2009, In : Computer Science Education. 19, 3, p. 137-153 17 p.

Research output: Contribution to journalArticle

8 Scopus citations

Renaissance computing: An initiative for promoting student participation in computing

Soh, L. K., Samal, A., Scott, S., Ramsay, S., Moriyama, E., Meyer, G., Moore, B., Thomas, W. G. & Shell, D. F., Apr 2 2009, In : SIGCSE Bulletin Inroads. 41, 1, p. 59-63 5 p.

Research output: Contribution to journalArticle

13 Scopus citations
2008
2 Scopus citations
39 Scopus citations
17 Scopus citations

Investigating adaptive, confidence-based strategic negotiations in complex multiagent environments

Soh, L. K. & Li, X., 2008, In : Web Intelligence and Agent Systems. 6, 3, p. 313-326 14 p.

Research output: Contribution to journalArticle

5 Scopus citations

Techniques for computing fitness of use (FoU) for time series datasets with applications in the geospatial domain

Fu, L., Soh, L. K. & Samal, A., Mar 2008, In : GeoInformatica. 12, 1, p. 91-115 25 p.

Research output: Contribution to journalArticle

4 Scopus citations

Trend analysis of streamflow drought events in Nebraska

Wu, H., Soh, L. K., Samal, A. & Chen, X. H., Feb 2008, In : Water Resources Management. 22, 2, p. 145-164 20 p.

Research output: Contribution to journalArticle

76 Scopus citations
2007
11 Scopus citations
2006

A placement test for computer science: Design, implementation, and analysis

Nugent, G., Soh, L. K., Samal, A. & Lang, J., Mar 2006, In : Computer Science Education. 16, 1, p. 19-36 18 p.

Research output: Contribution to journalArticle

5 Scopus citations

A task-based approach to user interface design for a web-based hydrologic information systems

Soh, L. K., Samal, A. & Zhang, J., May 2006, In : Transactions in GIS. 10, 3, p. 417-449 33 p.

Research output: Contribution to journalArticle

8 Scopus citations

Implementing CS1 with embedded instructional research design in laboratories

Lang, J., Nugent, G. C., Samal, A. & Soh, L. K., Feb 2006, In : IEEE Transactions on Education. 49, 1, p. 157-165 9 p.

Research output: Contribution to journalArticle

22 Scopus citations
2005

A framework for CS1 closed laboratories

Soh, L. K., Samal, A. & Nugent, G., Dec 1 2005, In : ACM Journal on Educational Resources in Computing. 5, 4, 1186641.

Research output: Contribution to journalArticle

5 Scopus citations

A real-time negotiation model and a multi-agent sensor network implementation

Soh, L. K. & Tsatsoulis, C., Nov 2005, In : Autonomous Agents and Multi-Agent Systems. 11, 3, p. 215-271 57 p.

Research output: Contribution to journalArticle

31 Scopus citations

Hybrid negotiation for resource coordination in multiagent systems

Li, X. & Soh, L. K., 2005, In : Web Intelligence and Agent Systems. 3, 4, p. 231-259 29 p.

Research output: Contribution to journalArticle

14 Scopus citations

The workshop program at the Nineteenth National Conference on Artificial Intelligence

Muslea, I., Dignum, V., Corkill, D., Jonker, C., Dignum, F., Coradeschi, S., Saffiotti, A., Fu, D., Orkin, J., Cheetham, W., Goebel, K., Bonissone, P., Soh, L. K., Jones, R. M., Wray, R. E., Scheutz, M., de Farias, D. P., Mannor, S., Theocharou, G., Precup, D. & 7 others, Mobasher, B., Anand, S. S., Berendt, B., Hotho, A., Guesgen, H., Rosenstein, M. T. & Ghavamzadeh, M., Mar 2005, In : AI Magazine. 26, 1, p. 103-108 6 p.

Research output: Contribution to journalArticle

2004

ARKTOS: An intelligent system for SAR sea ice image classification

Soh, L. K., Tsatsoulis, C., Gineris, D. & Bertoia, C., Jan 2004, In : IEEE Transactions on Geoscience and Remote Sensing. 42, 1, p. 229-248 20 p.

Research output: Contribution to journalArticle

68 Scopus citations
2003

Multiresolution, dynamic, and adaptive image quantization methodology: Automation and analysis

Soh, L. K., Apr 2003, In : Journal of Electronic Imaging. 12, 2, p. 229-243 15 p.

Research output: Contribution to journalArticle

1 Scopus citations