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Shayma Alkobaisi

Associate Professor

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20062025

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  • 2025

    A Retrieval-Augmented Framework For Meeting Insight Extraction

    Bhuvaji, S., Chouhan, P., Irukulla, M., Singhvi, J., Bae, W. D. & Alkobaisi, S., May 14 2025, 40th Annual ACM Symposium on Applied Computing, SAC 2025. Association for Computing Machinery, p. 899-906 8 p. (Proceedings of the ACM Symposium on Applied Computing).

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

  • 2024

    A Framework for Abstractive Summarization of Conversational Meetings

    Marklynn, V., Sebastian, A., Tan, Y. L., Bae, W. D., Alkobaisi, S. & Narayanappa, S., 2024, 2024 IEEE 14th Annual Computing and Communication Workshop and Conference, CCWC 2024. Paul, R. & Kundu, A. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 507-512 6 p. (2024 IEEE 14th Annual Computing and Communication Workshop and Conference, CCWC 2024).

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

    1 Citation (Scopus)

  • Incremental SMOTE with Control Coefficient for Classifiers in Data Starved Medical Applications

    Bae, W. D., Alkobaisi, S., Bankar, S., Bhuvaji, S., Singhvi, J., Irukulla, M. & McDonnell, W., 2024, Big Data Analytics and Knowledge Discovery - 26th International Conference, DaWaK 2024, Proceedings. Wrembel, R., Chiusano, S., Kotsis, G., Khalil, I. & Tjoa, A. M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 112-119 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14912 LNCS).

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

  • PotholeVision: An Automated Pothole Detection and Reporting System using Computer Vision

    Jeffreys, Z., Kumar, K., Xie, Z., Bae, W. D., Alkobaisi, S. & Narayanappa, S., Apr 8 2024, 39th Annual ACM Symposium on Applied Computing, SAC 2024. Association for Computing Machinery, p. 695-697 3 p. (Proceedings of the ACM Symposium on Applied Computing).

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

    1 Citation (Scopus)

  • SDGnE: A Synthetic Data Generation and Evaluation System for Rare Event Prediction

    Bae, W. D., Alkobaisi, S., Bhuvaji, S. & Bankar, S., 2024, Database Systems for Advanced Applications - 29th International Conference, DASFAA 2024, Proceedings. Onizuka, M., Lee, J.-G., Tong, Y., Xiao, C., Ishikawa, Y., Lu, K., Amer-Yahia, S. & Jagadish, H. V. (eds.). Springer Science and Business Media Deutschland GmbH, p. 508-512 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14856 LNCS).

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

  • 2021

    A study of the effectiveness of transfer learning in individualized asthma risk prediction

    Bae, W. D., Alkobaisi, S., Horak, M., Kim, S., Park, C. S. & Chesney, M., Mar 22 2021, Proceedings of the 36th Annual ACM Symposium on Applied Computing, SAC 2021. Association for Computing Machinery, p. 1082-1085 4 p. (Proceedings of the ACM Symposium on Applied Computing).

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

    3 Citations (Scopus)
  • 2019

    A two-step approach to predictive modeling of individual-based environmental health risks

    Bae, W. D., Horak, M., Narayanappa, S., Alkobaisi, S., Kim, S., Park, C. S. & Bae, D. J., 2019, Proceedings of the ACM Symposium on Applied Computing. Association for Computing Machinery, p. 729-738 10 p. (Proceedings of the ACM Symposium on Applied Computing; vol. Part F147772).

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

    2 Citations (Scopus)
  • 2017

    A Bayesian framework for individual exposure estimation on uncertain paths

    Horak, M., Bae, W. D., Alkobaisi, S., Kim, S. & Meyers, W., 2017, Web and Wireless Geographical Information Systems - 15th International Symposium, W2GIS 2017, Proceedings. Wang, T., Li, X., Brosset, D. & Claramunt, C. (eds.). Springer Verlag, p. 83-99 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10181 LNCS).

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

    2 Citations (Scopus)
  • 2016

    Voronoi maps: An approach to individual-based environmental exposure estimation

    Bae, W. D., Alkobaisi, S., Meyers, W., Narayanappa, S. & Vojtechovský, P., Apr 4 2016, 2016 Symposium on Applied Computing, SAC 2016. Association for Computing Machinery, p. 596-603 8 p. (Proceedings of the ACM Symposium on Applied Computing; vol. 04-08-April-2016).

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

    Open Access
    4 Citations (Scopus)
  • 2015

    An energy-conserving algorithm for the collection and reporting of data in mobile sensor networks

    Horak, M., Bae, W. D. & Alkobaisi, S., Nov 3 2015, Proceedings of the 4th ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems, MobiGIS 2015. Shekhar, S., Chow, C.-Y. & Damiani, M. L. (eds.). Association for Computing Machinery, Inc, p. 50-58 9 p. (Proceedings of the 4th ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems, MobiGIS 2015).

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

  • 2012

    A mobile data analysis framework for environmental health decision support

    Bae, W. D., Alkobaisi, S., Narayanappa, S. & Liu, C. C., 2012, Proceedings of the 9th International Conference on Information Technology, ITNG 2012. p. 155-161 7 p. 6209160. (Proceedings of the 9th International Conference on Information Technology, ITNG 2012).

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

    13 Citations (Scopus)

  • MobiS: A distributed paradigm of mobile sensor data analytics for evaluating environmental exposures

    Bae, W. D., Narayanappa, S., Alkobaisi, S. & Bae, K. Y., 2012, Proc. of the 1st ACM SIGSPATIAL Int. Workshop on Mobile Geographic Inf. Systems, MobiGIS 2012 - In Conjunction with the 20th ACM SIGSPATIAL Int. Conf. on Advances in Geographic Inf. Systems, GIS 2012. p. 93-96 4 p. (Proc. of the 1st ACM SIGSPATIAL Int. Workshop on Mobile Geographic Inf. Systems, MobiGIS 2012 - In Conjunction with the 20th ACM SIGSPATIAL Int. Conf. on Advances in Geographic Inf. Systems, GIS 2012).

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

    4 Citations (Scopus)
  • 2011

    Steel threads: Framework for developing software system architecture

    Narayanappa, S., Bae, W. D., Alkobaisi, S. & Debnath, N., 2011, Proceedings of the ISCA 20th International Conference on Software Engineering and Data Engineering, SEDE 2011. p. 109-114 6 p. (Proceedings of the ISCA 20th International Conference on Software Engineering and Data Engineering, SEDE 2011).

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

  • 2010

    Convex onion peeling genetic algorithm: An efficient solution to map labeling of point-feature

    Bae, W. D., Alkobaisi, S., Vojtěchovský, P., Narayanappa, S. & Bae, K. Y., 2010, APPLIED COMPUTING 2010 - The 25th Annual ACM Symposium on Applied Computing. p. 892-899 8 p. (Proceedings of the ACM Symposium on Applied Computing).

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

    4 Citations (Scopus)

  • Framework for visual modeling of software product line

    Ahmed, F., Beg, A., Alkobaisi, S. & Capretz, L. F., 2010, ICIME 2010 - 2010 2nd IEEE International Conference on Information Management and Engineering. p. 484-488 5 p. 5477902. (ICIME 2010 - 2010 2nd IEEE International Conference on Information Management and Engineering; vol. 3).

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

  • On-demand dynamic location-based services using web services

    Sallabi, F., Ditsa, G., El-Khatib, H. & Al Kobaisi, S., 2010, 5th International Conference on Internet and Web Applications and Services, ICIW 2010. p. 129-134 6 p. 5476783. (5th International Conference on Internet and Web Applications and Services, ICIW 2010).

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

    2 Citations (Scopus)

  • Robust TCP migration techniques for server failure

    Narayanappa, S., Alkobaisi, S. & Bae, W. D., 2010, 23rd International Conference on Computer Applications in Industry and Engineering 2010, CAINE 2010 - Including SNA 2010 Workshop. p. 67-73 7 p. (23rd International Conference on Computer Applications in Industry and Engineering 2010, CAINE 2010 - Including SNA 2010 Workshop).

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

  • 2008

    MBR models for uncertainty regions of moving objects

    Alkobaisi, S., Bae, W. D., Kim, S. H. & Yu, B., 2008, Database Systems for Advanced Applications - 13th International Conference, DASFAA 2008, Proceedings. p. 126-140 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4947 LNCS).

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

    4 Citations (Scopus)

  • The truncated tornado in TMBB: A spatiotemporal uncertainty model for moving objects

    Alkobaisi, S., Vojtěchovský, P., Bae, W. D., Kim, S. H. & Leutenegger, S. T., 2008, Database and Expert Systems Applications - 19th International Conference, DEXA 2008, Proceedings. p. 33-40 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5181 LNCS).

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

    4 Citations (Scopus)
  • 2007

    An interactive framework for raster data spatial joins

    Bae, W. D., Vojtěchovský, P., Alkobaisi, S., Leutenegger, S. T. & Kim, S. H., 2007, Proceedings of the 15th ACM International Symposium on Advances in Geographic Information Systems, GIS 2007. p. 19-26 8 p. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems).

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

    3 Citations (Scopus)

  • Supporting range queries on Web data using k-nearest neighbor search

    Bae, W. D., Alkobaisi, S., Kim, S. H., Narayanappa, S. & Shahabi, C., 2007, Web and Wireless Geographical Information Systems - 7th International Symposium, W2GIS 2007, Proceedings. Springer Verlag, p. 61-75 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4857 LNCS).

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

    9 Citations (Scopus)

  • The tornado model: Uncertainty model for continuously changing data

    Yu, B., Kim, S. H., Alkobaisi, S., Bae, W. D. & Bailey, T., 2007, Advances in Databases: Concepts, Systems and Applications - 12th International Conference on Database Systems for Advanced Applications, DASFAA 2007, Proceedings. Springer Verlag, p. 624-636 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4443 LNCS).

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

    6 Citations (Scopus)
  • 2006

    An incremental refining spatial join algorithm for estimating query results in GIS

    Bae, W. D., Alkobaisi, S. & Leutenegger, S. T., 2006, Database and Expert Systems Applications - 17th International Conference, DEXA 2006, Proceedings. Springer Verlag, p. 935-944 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4080 LNCS).

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

    Open Access
    3 Citations (Scopus)