Computer Science and Engineering

Research output

Research output per year 1970 2004 2005 2006 2007 2014 2015 2016 2017 2018 2021 2022

• 278 Conference contribution
• 269 Article
• 28 Conference article
• 20 Paper
• 36 More
  • 14 Chapter
  • 12 Review article
  • 5 Editorial
  • 2 Letter
  • 2 Short survey
  • 1 Book

Research output per year

Research output per year

Search results

• Conference contribution

  Balancing ontological and operational factors in refining multiagent neighborhoods

  Soh, L. K. & Chen, C., 2005, Proceedings of the International Conference on Autonomous Agents. Dignum, F., Dignum, V., Koenig, S., Kraus, S., Pechoucek, M., Singh, M., Steiner, D., Thompson, S. & Wooldridge, M. (eds.). p. 875-881 7 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Refining 100%
  • Reinforcement learning 17%
  • Information retrieval 16%
  • Ontology 14%
  • Health 12%
  3 Scopus citations

• Big Data Dimensionality Reduction at IoT Edge through Optical Graph Signal Processing

  Khodaei, A., Deogun, J. & Alexander, D., Dec 11 2020, 2020 IEEE 6th International Conference on Computer and Communications, ICCC 2020. Institute of Electrical and Electronics Engineers Inc., p. 2491-2495 5 p. 9345213. (2020 IEEE 6th International Conference on Computer and Communications, ICCC 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Dimensionality Reduction 100%
  • Dimensionality reduction 70%
  • Big Data 63%
  • Graph 61%
  • Big data 57%

• Boundary-structure-aware transfer functions for volume classification

  Yu, L. & Yu, H., Nov 27 2017, SIGGRAPH Asia 2017 Symposium on Visualization, SA 2017. Association for Computing Machinery, Inc, 3139306. (SIGGRAPH Asia 2017 Symposium on Visualization, SA 2017).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Transfer functions 100%
  • Volume rendering 72%
  • Concretes 37%
  4 Scopus citations

• Broadband optical wireless internet: Delay optimization

  Mahdy, A. M., Deogun, J. S. & Mehta, S. K., 2004, Proceedings - First International Conference on Broadband Networks, BroadNets 2004. p. 736-738 3 p. (Proceedings - First International Conference on Broadband Networks, BroadNets 2004).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Internet 100%
  • Topology 99%
  • Transceivers 69%
  8 Scopus citations

• Case-based learning mechanisms to deliver learning materials

  Blank, T., Soh, L. K., Miller, L. D. & Person, S., 2004, Proceedings of the 2004 International Conference on Machine Learning and Applications, ICMLA '04. Kantardzic, M., Nasraoui, O. & Milanova, M. (eds.). p. 423-428 6 p. (Proceedings of the 2004 International Conference on Machine Learning and Applications, ICMLA '04).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Students 100%
  • Case based reasoning 53%
  • User interfaces 39%
  • Decision making 32%
  7 Scopus citations

• Cautious cooperative learning with distributed case-based reasoning

  Soh, L. K., 2004, Proceedings of the Seventeenth International FloridaArtificial Intelligence Research Society Conference, FLAIRS 2004. Barr, V. & Markov, Z. (eds.). p. 196-201 6 p. (Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, FLAIRS 2004; vol. 1).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Case based reasoning 100%
  • Costs 6%

• Changes in student goal orientation across the semester in undergraduate computer science courses

  Hazley, M. P., Shell, D. F., Soh, L. K., Miller, L. D., Chiriacescu, V. & Ingraham, E., Feb 17 2015, Proceedings - Frontiers in Education Conference, FIE. February ed. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-February. 7044366

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Computer science 100%
  • computer science 87%
  • semester 80%
  • Students 73%
  • self-regulation 31%
  4 Scopus citations

• Classifying G protein-coupled receptors with multiple physicochemical properties

  Yang, J. & Deogun, J., 2008, BioMedical Engineering and Informatics: New Development and the Future - Proceedings of the 1st International Conference on BioMedical Engineering and Informatics, BMEI 2008. p. 93-97 5 p. 4548642. (BioMedical Engineering and Informatics: New Development and the Future - Proceedings of the 1st International Conference on BioMedical Engineering and Informatics, BMEI 2008; vol. 1).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Physicochemical properties 100%
  • Proteins 70%
  • Drug products 10%
  • Support vector machines 7%
  1 Scopus citations

• Closed laboratories with embedded instructional research design for CS1

  Soh, L. K., Samal, A., Person, S., Nugent, G. & Lang, J., 2005, Proceedings of the Thirty-Sixth SIGCSE Technical Symposium on Computer Science Education, SIGCSE 2005. Association for Computing Machinery (ACM), p. 297-301 5 p. (Proceedings of the Thirty-Sixth SIGCSE Technical Symposium on Computer Science Education, SIGCSE 2005).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Computer science 100%
  • Students 73%
  • Curricula 69%
  • Teaching 29%
  3 Scopus citations

• Collaborative human task assignment for open systems

  Chen, B., Eck, A. & Soh, L. K., 2016, AAMAS 2016 - Proceedings of the 2016 International Conference on Autonomous Agents and Multiagent Systems. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), p. 1441-1442 2 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Open systems 100%
  • Intelligent agents 99%
  • Multi agent systems 81%
  • Large scale systems 73%

• Combining Individual and Cooperative Learning for Multiagent Negotiations

  Soh, L. K. & Luo, J., 2003, Proceedings of the Interantional Conference on Autonomous Agents. Rosenschein, J. S., Sandholm, T., Wooldridge, M. & Yakoo, M. (eds.). Vol. 2. p. 1122-1123 2 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Case based reasoning 100%
  • Communication 42%
  4 Scopus citations

• Commercializing a multiagent-supported collaborative system

  Soh, L. K. & Jiang, H., 2006, Proceedings of the Fifth International Joint Conference on Autonomous Agents and Multiagent Systems. p. 1522-1529 8 p. (Proceedings of the International Conference on Autonomous Agents; vol. 2006).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Students 100%
  • Intelligent agents 17%
  • Multi agent systems 14%
  • Demonstrations 12%
  • Statistics 11%

• CommGram: A New Visual Analytics Tool for Large Communication Trace Data

  Wu, J., Zeng, J., Yu, H. & Kenny, J. P., 2014, Proceedings of VPA 2014: 1st Workshop on Visual Performance Analysis - held in conjunction with SC 2014: The International Conference for High Performance Computing, Networking, Storage and Analysis. Institute of Electrical and Electronics Engineers Inc., p. 28-35 8 p. 7018175. (Proceedings of VPA 2014: 1st Workshop on Visual Performance Analysis - held in conjunction with SC 2014: The International Conference for High Performance Computing, Networking, Storage and Analysis).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Visual Analytics 100%
  • Communication 46%
  • Parallel Programs 45%
  • Trace 40%
  • Visualization 22%
  2 Scopus citations

• Comparative analysis of alignment tools for nanopore reads

  Pavlovikj, N., Moriyama, E. N. & Deogun, J. S., Dec 15 2017, Proceedings - 2017 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2017. Yoo, I., Zheng, J. H., Gong, Y., Hu, X. T., Shyu, C-R., Bromberg, Y., Gao, J. & Korkin, D. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 169-174 6 p. (Proceedings - 2017 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2017; vol. 2017-January).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Nanopores 100%
  • Sequence Alignment 39%
  • Workflow 35%
  • Computational Biology 30%
  • Statistics 25%
  3 Scopus citations

• Comparative evaluation on concept approximation approaches

  Deogun, J. & Jiang, L., 2005, Proceedings - 5th International Conference on Intelligent Systems Design and Applications, ISDA '05. p. 438-443 6 p. 1578824. (Proceedings - 5th International Conference on Intelligent Systems Design and Applications 2005, ISDA '05; vol. 2005).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Formal concept analysis 100%
  • Experiments 13%
  2 Scopus citations

• Comparison of scalable key distribution schemes for secure group communication

  Dondeti, L. R., Mukherjee, S. & Samal, A., 1999, Conference Record / IEEE Global Telecommunications Conference. Piscataway, NJ, United States: IEEE, Vol. 3. p. 1774-1778 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • communication 100%
  • Network protocols 89%
  • protocol 81%
  • Cryptography 71%
  • Communication 65%
  3 Scopus citations

• Computer program classification

  Duggan, M., Costello, D., Borden, G., Kochen, M., Koller, H. J. & Kruskal, J., Jan 1 1970, Proceedings of the 1970 25th Annual Conference on Computers and Crisis: How Computers are Shaping our Future, ACM 1970. Association for Computing Machinery, Inc, p. 28-33 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Explosions 100%
  • Computer program listings 97%

• Computer-supported structured cooperative learning

  Soh, L. K., Khandaker, N., Liu, X. & Jiang, H., 2005, Proc. Int. Conf. on Computers in Education 2005: "Towards Sustainable and Scalable Educational Innovations Informed by the Learning Sciences"- Sharing Research Results and Exemplary Innovations, ICCE. p. 426-433 8 p. (Proc. Int. Conf. on Computers in Education 2005: "Towards Sustainable and Scalable Educational Innovations Informed by the Learning Sciences"- Sharing Research Results and Exemplary Innovations, ICCE).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Cooperative Learning 100%
  • cooperative learning 70%
  • Student Performance 59%
  • Students 47%
  • Interaction 35%
  10 Scopus citations

• Computing information gain for spatial data support

  Hong, T., Samal, A. & Soh, L. K., 2008, Proceedings of the 16th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM GIS 2008. p. 431-434 4 p. 1463502. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Information Gain 100%
  • Spatial Data 89%
  • spatial data 63%
  • Computing 41%
  • Information theory 25%

• Considering agent and task openness in ad hoc team formation

  Chen, B., Chen, X., Timsina, A. & Soh, L. K., 2015, AAMAS 2015 - Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems. Bordini, R. H., Yolum, P., Elkind, E. & Weiss, G. (eds.). International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), p. 1861-1862 2 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 3).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Experiments 100%
  8 Scopus citations

• Content Is King: Impact of Task Design for Eliciting Participant Agreement in Crowdsourcing for HRI

  Bevins, A., McPhaul, N. & Duncan, B. A., 2020, Social Robotics - 12th International Conference, ICSR 2020, Proceedings. Wagner, A. R., Feil-Seifer, D., Haring, K. S., Rossi, S., Williams, T., He, H. & Sam Ge, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 640-651 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12483 LNAI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Flight paths 100%
  • Human robot interaction 93%
  • Human-robot Interaction 88%
  • Computer supported cooperative work 56%
  • Drones 51%
  2 Scopus citations

• Cooperative text and line-art extraction from a topographic map

  Li, L., Nagy, G., Samal, A., Seth, S. & Xu, Y., 1999, Proceedings of the 5th International Conference on Document Analysis and Recognition, ICDAR 1999. IEEE Computer Society, p. 471-474 4 p. 791826. (Proceedings of the International Conference on Document Analysis and Recognition, ICDAR).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Character recognition 100%
  • Labels 72%
  • Experiments 15%
  6 Scopus citations

• Creating an SVM to play strong poker

  Blank, T., Soh, L. K. & Scott, S., 2004, Proceedings of the 2004 International Conference on Machine Learning and Applications, ICMLA '04. Kantardzic, M., Nasraoui, O. & Milanova, M. (eds.). p. 150-155 6 p. (Proceedings of the 2004 International Conference on Machine Learning and Applications, ICMLA '04).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Support vector machines 100%
  1 Scopus citations

• Dangerous HRI: Testing Real-World Robots has Real-World Consequences

  Robinette, P., Novitzky, M., Duncan, B., Jeon, M., Wagner, A. & Park, C. H., Mar 22 2019, HRI 2019 - 14th ACM/IEEE International Conference on Human-Robot Interaction. IEEE Computer Society, p. 687-688 2 p. 8673073. (ACM/IEEE International Conference on Human-Robot Interaction; vol. 2019-March).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Robots 100%
  • Testing 80%
  • Robotics 58%
  • Coffee 35%
  • Nursing 32%
  1 Scopus citations

• Density-based clustering of polygons

  Joshi, D., Samal, A. K. & Soh, L. K., 2009, 2009 IEEE Symposium on Computational Intelligence and Data Mining, CIDM 2009 - Proceedings. p. 171-178 8 p. 4938646. (2009 IEEE Symposium on Computational Intelligence and Data Mining, CIDM 2009 - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Clustering 100%
  • Polygon 97%
  • Clustering algorithms 94%
  • Clustering Algorithm 69%
  • Spatial Data Mining 38%
  20 Scopus citations

• Design, development, and validation of a learning object for CS1

  Nugent, G., Soh, L. K., Samal, A., Person, S. & Lang, J., 2005, ITiCSE 2005: Proceedings of the 10th Annual SIGCSE Conference on Innovation and Technology in Computer Science Education. p. 370 1 p. (Proceedings of the 10th Annual SIGCSE Conference on Innovation and Technology in Computer Science Education).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Students 100%
  • Animation 22%
  • Feedback 14%
  • Curricula 11%
  • Computer science 11%
  10 Scopus citations

• Design and analysis of a new class of WDM optical interconnect architectures

  Hamza, H. S. & Deogun, J. S., 2006, 2006 3rd International Conference on Broadband Communications, Networks and Systems, BROADNETS 2006. 4374393. (2006 3rd International Conference on Broadband Communications, Networks and Systems, BROADNETS 2006).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Optical interconnects 100%
  • Wavelength division multiplexing 82%
  • hardware 76%
  • Switches 21%
  • costs 21%
  2 Scopus citations

• Designing, implementing, and analyzing a placement test for introductory CS courses

  Son, L. K., Samal, A., Person, S., Nugent, G. & Lang, J., 2005, Proceedings of the Thirty-Sixth SIGCSE Technical Symposium on Computer Science Education, SIGCSE 2005. p. 505-509 5 p. (Proceedings of the Thirty-Sixth SIGCSE Technical Symposium on Computer Science Education, SIGCSE 2005).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Students 100%
  • Computer science 54%
  • Curricula 28%
  5 Scopus citations

• Designing fast and bandwidth efficient protection scheme for WDM optical networks

  Lin, Y., Hamza, H. S. & Deogun, J. S., 2006, Networking 2006 - Networking Technologies, Services, and Protocols; Performance of Computer and Communication Networks; Mobile and Wireless Com. Syst. - 5th Int. IFIP-TC6 Netw. Conf. Proc.. Plagemann, T., Stiller, B., Westphal, C., Boavida, F. & Monteiro, E. (eds.). Springer Verlag, p. 391-402 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3976 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • WDM Networks 100%
  • Optical Networks 87%
  • Wavelength division multiplexing 64%
  • Fiber optic networks 61%
  • Bandwidth 60%
  1 Scopus citations

• Designing full-connectivity WDM optical interconnects with reduced switching and conversion complexity

  Hamza, H. S. & Deogun, J. S., 2006, Proceedings - 14TH IEEE Symposium on High Performance Interconnects, Hot Interconnects, HotI-14. p. 25-30 6 p. 1690194. (Proceedings - Symposium on the High Performance Interconnects, Hot Interconnects).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Optical interconnects 100%
  • Wavelength division multiplexing 82%
  • Optical frequency conversion 36%
  • Computer hardware 29%
  • Wavelength 22%
  1 Scopus citations

• Designing scalable WDM optical interconnects using predefined wavelength conversion

  Hamza, H. S. & Deogun, J. S., 2006, Networking 2006 - Networking Technologies, Services, and Protocols; Performance of Computer and Communication Networks; Mobile and Wireless Com. Syst. - 5th Int. IFIP-TC6 Netw. Conf. Proc.. Plagemann, T., Stiller, B., Westphal, C., Boavida, F. & Monteiro, E. (eds.). Springer Verlag, p. 379-390 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3976 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Optical Interconnects 100%
  • Wavelength Conversion 89%
  • Wavelength Division multiplexing 77%
  • Optical frequency conversion 65%
  • Optical interconnects 59%

• Design of a dynamically reconfigurable, integrated, parallel vision system

  Samal, A., 1990, Proceedings - International Conference on Pattern Recognition. Publ by IEEE, Vol. 2. p. 521-523 3 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Design of an all-optical WDM lightpath concentrator

  Saha, S., Manley, E. D. & Deogun, J. S., 2010, Proceedings of the IASTED International Conference on Parallel and Distributed Computing and Systems, PDCS 2010. p. 285-288 4 p. (Proceedings of the IASTED International Conference on Parallel and Distributed Computing and Systems).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Wavelength division multiplexing 100%
  • Wavelength 80%
  • Optical frequency conversion 65%
  • Switches 65%
  • Costs 17%

• Developing K-8 Computer Science Teachers' Content Knowledge, Self-efficacy, and Attitudes through Evidence-based Professional Development

  Nugent, G., Chen, K., Soh, L. K., Choi, D., Trainin, G. & Smith, W., Jul 7 2022, ITiCSE 2022 - Proceedings of the 27th ACM Conference on Innovation and Technology in Computer Science Education. Association for Computing Machinery, p. 540-546 7 p. (Annual Conference on Innovation and Technology in Computer Science Education, ITiCSE; vol. 1).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Self-efficacy 100%
  • Professional Development 95%
  • Computer Science 75%
  • Evidence-based 73%
  • Computer science 70%

• Development and validation of the computational thinking concepts and skills test

  Peteranetz, M. S., Morrow, P. M. & Soh, L. K., Feb 26 2020, SIGCSE 2020 - Proceedings of the 51st ACM Technical Symposium on Computer Science Education. p. 926-932 7 p. (SIGCSE 2020 - Proceedings of the 51st ACM Technical Symposium on Computer Science Education).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Students 100%
  • Computer science 90%
  • Education computing 75%
  • Scoring 71%
  • Computer Science 36%
  6 Scopus citations

• Differentiated network services for data-intensive science using application-aware SDN

  Anantha, D. N., Ramamurthy, B., Bockelman, B. & Swanson, D., Jun 12 2018, 11th IEEE International Conference on Advanced Networks and Telecommunications Systems, ANTS 2017. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p. (11th IEEE International Conference on Advanced Networks and Telecommunications Systems, ANTS 2017).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Software defined networking 100%
  • Wide area networks 69%
  • Network layers 66%
  • Network protocols 60%
  • Gravity waves 45%
  5 Scopus citations

• Digital CADCAM pedagogy

  Hemsath, T. L., Bonnstetter, R., Soh, L. K. & Williams, R., 2009, 2009 TAIWAN CAADRIA: Between Man and Machine - Integration, Intuition, Intelligence - Proceedings of the 14th Conference on Computer-Aided Architectural Design Research in Asia. p. 277-284 8 p. (2009 TAIWAN CAADRIA: Between Man and Machine - Integration, Intuition, Intelligence - Proceedings of the 14th Conference on Computer-Aided Architectural Design Research in Asia).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Problem-Based Learning 100%
  • Students 64%
  • Robots 27%
  1 Scopus citations

• Digital cadcam pedagogy model intelligent inquiry education

  Hemsath, T., Williams, R., Bonnstetter, R. & Soh, L. K., 2008, ACADIA 08: Silicon + Skin: Biological Processes and Computation: Proceedings of the 28th Annual Conference of the Association for Computer Aided Design in Architecture. p. 458-463 6 p. (ACADIA 08: Silicon + Skin: Biological Processes and Computation: Proceedings of the 28th Annual Conference of the Association for Computer Aided Design in Architecture).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Problem-Based Learning 100%
  • Education 73%
  • Students 64%
  • Robots 27%

• Digital histories for the digital age: Collaborative writing in large lecture courses

  Soh, L. K., Khandaker, N. & Thomas, W. G., 2013, Proceedings of the International Conference e-Learning 2013. p. 91-98 8 p. (Proceedings of the International Conference e-Learning 2013).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Humanities 100%
  • Teaching 57%
  • Learning 47%
  • Students 45%
  • Oceans and Seas 37%
  1 Scopus citations

• Discovering job preemptions in the open science grid

  Zhang, Z., Weitzel, D., Bockelman, B. & Swanson, D., Jul 22 2018, Practice and Experience in Advanced Research Computing 2018: Seamless Creativity, PEARC 2018. Association for Computing Machinery, a59. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Distributed computer systems 100%
  • Probability density function 92%
  • Statistics 71%

• Discovering partial periodic sequential association rules with time lag in multiple sequences for prediction

  Li, D. & Deogun, J. S., 2005, Foundations of Intelligent Systems - 15th International Symposium, ISMIS 2005, Proceedings. Springer Verlag, p. 332-341 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3488 LNAI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Association Rules 100%
  • Time Lag 82%
  • Association rules 71%
  • Data structures 54%
  • Prediction 52%
  20 Scopus citations

• Discovering representative episodal association rules from event sequences using frequent closed episode sets and event constraints

  Harms, S. K., Deogun, J., Saquer, J. & Tadesse, T., 2001, Proceedings - 2001 IEEE International Conference on Data Mining, ICDM'01. p. 603-606 4 p. (Proceedings - IEEE International Conference on Data Mining, ICDM).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Association rules 100%
  • Climatology 30%
  • Drought 27%
  • Formal concept analysis 24%
  • Risk management 19%
  37 Scopus citations

• Discovering sequential association rules with constraints and time lags in multiple sequences

  Harms, S. K., Deogun, J. & Tadesse, T., 2002, Foundations of Intelligent Systems - 13th International Symposium, ISMIS 2002, Proceedings. Hacid, M-S., Ras, Z. W., Zighed, D. A. & Kodratoff, Y. (eds.). Springer Verlag, p. 432-441 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2366 LNAI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Drought 100%
  • Association Rules 99%
  • Time Lag 82%
  • Association rules 71%
  • Risk management 47%
  46 Scopus citations

• Domination search on graphs with low dominating-target-number

  Aggarwal, D., Mehta, S. K. & Deogun, J. S., 2005, Graph-Theoretic Concepts in Computer Science - 31st International Workshop, WG 2005, Revised Selected Papers. p. 28-37 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3787 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Domination 100%
  • Target 84%
  • Graph in graph theory 45%
  • Game 20%
  2 Scopus citations

• Ediver: An efficient distance vector routing algorithm for wireless sensor networks

  Hamza, H. S., Wu, S. & Deogun, J. S., 2005, Proceedings of the IASTED International Conference on Communication Systems and Applications, as part of the Fifth IASTED Int. Multi-Conference on Wireless and Optical Communications, CSA 2005. Fapojuwo, A. O. (ed.). p. 131-136 6 p. (Proceedings of the IASTED International Conference on Communication Systems and Applications, as part of the Fifth IASTED Int. Multi-Conference on Wireless and Optical Communications, CSA 2005).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Routing algorithms 100%
  • Wireless sensor networks 77%
  • Sensor networks 34%
  • Mobile ad hoc networks 19%
  • Energy utilization 13%
  1 Scopus citations

• Efficient high-resolution digital filters for FLIR images

  Reichenbach, S. E., Park, S. K., O'Brien, G. F. & Howe, J. D., 1992, Proceedings of SPIE - The International Society for Optical Engineering. Publ by Int Soc for Optical Engineering, p. 165-176 12 p. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 1705).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Infrared Image 100%
  • digital filters 68%
  • Digital Filter 64%
  • High Resolution 62%
  • Digital filters 53%
  1 Scopus citations

• Eirene: Improving Short Job Latency Performance with Coordinated Cold Data Migration and Scheduler-Aware Task Cloning

  Zhou, W., White, K. P. & Yu, H., Dec 2019, Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019. Baru, C., Huan, J., Khan, L., Hu, X. T., Ak, R., Tian, Y., Barga, R., Zaniolo, C., Lee, K. & Ye, Y. F. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 423-432 10 p. 9006575. (Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Cloning 100%
  • Latency 95%
  • Data Analytics 40%
  • Big data 33%
  • Performance 28%

• Empirical usage metadata in learning objects

  Nugent, G., Kupzyk, K., Riley, S. A., Miller, L. D., Hostetler, J., Soh, L. K. & Samal, A., 2009, 39th Annual Frontiers in Education Conference: Imagining and Engineering Future CSET Education, FIE 2009. 5350779. (Proceedings - Frontiers in Education Conference, FIE).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Metadata 100%
  • Problem-Based Learning 87%
  • Students 74%
  • Feedback 47%
  • learning 34%
  8 Scopus citations

• Enabling Efficient Training of Convolutional Neural Networks for Histopathology Images

  Alali, M. H., Roohi, A. & Deogun, J. S., 2022, Image Analysis and Processing. ICIAP 2022 Workshops - ICIAP International Workshops, Revised Selected Papers. Mazzeo, P. L., Distante, C., Frontoni, E. & Sclaroff, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 533-544 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13373 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Training 100%
  • Sparsity 99%
  • Neural Networks 88%
  • Convolutional neural networks 85%
  • Quantization 60%
  1 Scopus citations

• Energy models driven green routing for data centers

  Saha, S., Deogun, J. S. & Xu, L., 2012, 2012 IEEE Global Communications Conference, GLOBECOM 2012. p. 2529-2534 6 p. 6503497. (GLOBECOM - IEEE Global Telecommunications Conference).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Servers 100%
  • Energy utilization 80%
  • Voltage scaling 28%
  • Electric potential 11%
  • Temperature 9%
  11 Scopus citations