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Wan D. Bae

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2020 – today

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2024
[c27]
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James Talbott, Joshua Palicka, Alexander Sheardown, Wan D. Bae, Matthew Horak:
Improving Network Traffic Anomaly Detection through Data Denoising and Unsupervised Learning. CCWC 2024: 447-453
[c26]
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Vincent Marklynn, Anjali Sebastian, Yong Long Tan, Wan D. Bae, Shayma Alkobaisi, Sada Narayanappa:
A Framework for Abstractive Summarization of Conversational Meetings. CCWC 2024: 507-512
[c25]
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Wan D. Bae, Shayma Alkobaisi, Sartaj Bhuvaji, Siddheshwari Bankar:
SDGnE: A Synthetic Data Generation and Evaluation System for Rare Event Prediction. DASFAA (7) 2024: 508-512
[c24]
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Wan D. Bae, Shayma Alkobaisi, Siddheshwari Bankar, Sartaj Bhuvaji, Jay Singhvi, Madhuroopa Irukulla, William McDonnell:
Incremental SMOTE with Control Coefficient for Classifiers in Data Starved Medical Applications. DaWaK 2024: 112-119
[c23]
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Zachary Jeffreys, Kshama Kumar, Zhuojing Xie, Wan D. Bae, Shayma Alkobaisi, Sada Narayanappa:
PotholeVision: An Automated Pothole Detection and Reporting System using Computer Vision. SAC 2024: 695-697
2023
[c22]
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  - conf/memea/BaeASHLH23
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Wan D. Bae, Angelo Alfonso, David Stanko, Lili Hao, Linh Le, Matthew Horak:
Improving Classification Performance on Rare Events in Data Starved Medical Applications. MeMeA 2023: 1-6
2022
[j11]
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  - journals/remotesensing/PrasadMHB22
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Aaditya Prasad, Nikhil Mehta, Matthew Horak, Wan D. Bae:
A Two-Step Machine Learning Approach for Crop Disease Detection Using GAN and UAV Technology. Remote. Sens. 14(19): 4765 (2022)
2021
[j10]
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Yoonsuk Kang, Yong-Yeon Jo, Jaehyuk Cha, Wan D. Bae, Wonjun Lee, Sang-Wook Kim:
${\sf FORESEE}$FORESEE: An Effective and Efficient Framework for Estimating the Execution Times of IO Traces on the SSD. IEEE Trans. Computers 70(12): 2146-2160 (2021)
[c21]
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Wan D. Bae, Shayma Alkobaisi, Matthew Horak, Sungroul Kim, Choon-Sik Park, Mark Chesney:
A study of the effectiveness of transfer learning in individualized asthma risk prediction. SAC 2021: 1082-1085
[i1]
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  - journals/corr/abs-2109-11066
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Aaditya Prasad, Nikhil Mehta, Matthew Horak, Wan D. Bae:
A two-step machine learning approach for crop disease detection: an application of GAN and UAV technology. CoRR abs/2109.11066 (2021)

2010 – 2019

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2019
[j9]
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Shayma Alkobaisi, Wan D. Bae, Matthew Horak, Sada Narayanappa, Jongwon Lee, Eman AbuKhousa, Choon-Sik Park, Da Jung Bae:
Predictive and exposome analytics: A case study of asthma exacerbation management. J. Ambient Intell. Smart Environ. 11(6): 527-552 (2019)
[c20]
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Wan D. Bae, Matthew Horak, Shayma Alkobaisi, Sehjeong Kim, Sada Narayanappa, Choon-Sik Park, Da Jeong Bae:
A two-step approach to predictive modeling of individual-based environmental health risks. SAC 2019: 729-738
2017
[c19]
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Yoonsuk Kang, Yong-Yeon Jo, Jaehyuk Cha, Wan D. Bae, Sang-Wook Kim:
A Framework for Estimating Execution Times of IO Traces on SSDs. CIKM 2017: 2123-2126
[c18]
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  - conf/w2gis/HorakBAKM17
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Matthew Horak, Wan D. Bae, Shayma Alkobaisi, Sehjeong Kim, Wade Meyers:
A Bayesian Framework for Individual Exposure Estimation on Uncertain Paths. W2GIS 2017: 83-99
2016
[c17]
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Wan D. Bae, Shayma Alkobaisi, Wade Meyers, Sada Narayanappa, Petr Vojtechovský:
Voronoi maps: an approach to individual-based environmental exposure estimation. SAC 2016: 596-603
2015
[c16]
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  - conf/gis/HorakAB15
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Matthew Horak, Shayma Alkobaisi, Wan D. Bae:
An energy-conserving algorithm for the collection and reporting of data in mobile sensor networks. MobiGIS 2015: 50-58
[c15]
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Shayma Alkobaisi, Wan D. Bae, Sada Narayanappa:
SCHAS: A Visual Evaluation Framework for Mobile Data Analysis of Individual Exposure to Environmental Risk Factors. SSTD 2015: 484-490
2013
[j8]
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  - journals/jsw/BaeANL13
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Wan D. Bae, Shayma Alkobaisi, Sada Narayanappa, Cheng C. Liu:
A Real-time Health Monitoring System for Evaluating Environmental Exposures. J. Softw. 8(4): 791-801 (2013)
[c14]
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Liren Zhang, Shayma Alkobaisi, Wan D. Bae, Sada Narayanappa:
Ultra wideband indoor positioning system in support of emergency evacuation. ISA 2013: 42-49
2012
[j7]
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  - journals/geoinformatica/AlkobaisiBVN12
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Shayma Alkobaisi, Wan D. Bae, Petr Vojtechovský, Sada Narayanappa:
An interactive framework for spatial joins: a statistical approach to data analysis in GIS. GeoInformatica 16(2): 329-355 (2012)
[j6]
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Shayma Alkobaisi, Wan D. Bae, Sada Narayanappa, Narayan C. Debnath:
Steel threads: Software engineering constructs for defining, designing and developing software system architecture. J. Comput. Methods Sci. Eng. 12(Supplement-1): 63-77 (2012)
[c13]
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Wan D. Bae, Sada Narayanappa, Shayma Alkobaisi, Kye Y. Bae:
MobiS: a distributed paradigm of mobile sensor data analytics for evaluating environmental exposures. MobiGIS 2012: 93-96
[c12]
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Wan D. Bae, Shayma Alkobaisi, Sada Narayanappa, Cheng C. Liu:
A Mobile Data Analysis Framework for Environmental Health Decision Support. ITNG 2012: 155-161
2011
[j5]
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Shayma Alkobaisi, Wan D. Bae, Sada Narayanappa:
Modeling Uncertainty in Moving Objects Databases. IEICE Trans. Inf. Syst. 94-D(12): 2440-2459 (2011)
[j4]
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  - journals/jcmse/SanyalSCB11
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Abhijit Sanyal, Anirban Sarkar, Sankhayan Choudhury, Wan D. Bae:
Graph~- semantic based web data model: Conceptual design to logical representation. J. Comput. Methods Sci. Eng. 11(Supplement-1): 77-88 (2011)
[j3]
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Wan D. Bae, Shayma Alkobaisi, Sada Narayanappa, Petr Vojtechovský, Kye Y. Bae:
Optimizing map labeling of point features based on an onion peeling approach. J. Spatial Inf. Sci. 2(1): 3-28 (2011)
[c11]
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  - conf/cata/DebnathTMRB11
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Narayan C. Debnath, Oscar Testa, German Montejano, Daniel Riesco, Wan D. Bae:
Geographic Information Systems: RSL Services Definitions of a Framework for Web Services. CATA 2011: 66-71
[c10]
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  - conf/sede/NarayanappaBAD11
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Sada Narayanappa, Wan D. Bae, Shayma Alkobaisi, Narayan C. Debnath:
Steel Threads: Framework for Developing Software System Architecture. SEDE 2011: 109-114
2010
[j2]
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  - journals/geoinformatica/BaeAL10
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Wan D. Bae, Shayma Alkobaisi, Scott T. Leutenegger:
IRSJ: incremental refining spatial joins for interactive queries in GIS. GeoInformatica 14(4): 507-543 (2010)
[c9]
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  - conf/caine/NarayanappaAB10
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Sada Narayanappa, Shayma Alkobaisi, Wan D. Bae:
Robust TCP Migration Techniques for Server Failure. CAINE 2010: 67-73
[c8]
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  - conf/sac/BaeAVNB10
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Wan D. Bae, Shayma Alkobaisi, Petr Vojtechovský, Sada Narayanappa, Kye Y. Bae:
Convex onion peeling genetic algorithm: an efficient solution to map labeling of point-feature. SAC 2010: 892-899

2000 – 2009

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2009
[j1]
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Wan D. Bae, Shayma Alkobaisi, Seon Ho Kim, Sada Narayanappa, Cyrus Shahabi:
Web data retrieval: solving spatial range queries using k-nearest neighbor searches. GeoInformatica 13(4): 483-514 (2009)
2008
[c7]
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  - conf/dasfaa/AlkobaisiBKY08
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Shayma Alkobaisi, Wan D. Bae, Seon Ho Kim, Byunggu Yu:
MBR Models for Uncertainty Regions of Moving Objects. DASFAA 2008: 126-140
[c6]
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  - conf/dexa/AlkobaisiVBKL08
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Shayma Alkobaisi, Petr Vojtechovský, Wan D. Bae, Seon Ho Kim, Scott T. Leutenegger:
The Truncated Tornado in TMBB: A Spatiotemporal Uncertainty Model for Moving Objects. DEXA 2008: 33-40
2007
[c5]
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  - conf/dasfaa/YuKABB07
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Byunggu Yu, Seon Ho Kim, Shayma Alkobaisi, Wan D. Bae, Thomas Bailey:
The Tornado Model: Uncertainty Model for Continuously Changing Data. DASFAA 2007: 624-636
[c4]
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  - conf/gis/BaeVALK07
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Wan D. Bae, Petr Vojtechovský, Shayma Alkobaisi, Scott T. Leutenegger, Seon Ho Kim:
An interactive framework for raster data spatial joins. GIS 2007: 4
[c3]
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Wan D. Bae, Shayma Alkobaisi, Seon Ho Kim, Sada Narayanappa, Cyrus Shahabi:
Supporting Range Queries on Web Data Using k-Nearest Neighbor Search. W2GIS 2007: 61-75
[c2]
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  - conf/webdb/BaeAKNS07
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Wan D. Bae, Shayma Alkobaisi, Seon Ho Kim, Sada Narayanappa, Cyrus Shahabi:
Supporting Range Queries on Web Data Using k-Nearest Neighbor Search. WebDB 2007
2006
[c1]
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  - conf/dexa/BaeAL06
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Wan D. Bae, Shayma Alkobaisi, Scott T. Leutenegger:
An Incremental Refining Spatial Join Algorithm for Estimating Query Results in GIS. DEXA 2006: 935-944

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