Wan D. Bae

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 16

Top Topics

Sas Enterprise Miner

Machine Learning

Execution Times

Top Venues

Publications

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)
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)
James Talbott, Joshua Palicka, Alexander Sheardown, Wan D. Bae, Matthew Horak
Improving Network Traffic Anomaly Detection through Data Denoising and Unsupervised Learning. CCWC (2024)
Vincent Marklynn, Anjali Sebastian, Yong Long Tan, Wan D. Bae, Shayma Alkobaisi, Sada Narayanappa
A Framework for Abstractive Summarization of Conversational Meetings. CCWC (2024)
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)
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) (2022)
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 (2021)
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) (2021)
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)
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) (2019)
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)
Matthew Horak, Wan D. Bae, Shayma Alkobaisi, Sehjeong Kim, Wade Meyers
A Bayesian Framework for Individual Exposure Estimation on Uncertain Paths. W2GIS (2017)
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)
Wan D. Bae, Shayma Alkobaisi, Wade Meyers, Sada Narayanappa, Petr Vojtechovský
Voronoi maps: an approach to individual-based environmental exposure estimation. SAC (2016)
Matthew Horak, Shayma Alkobaisi, Wan D. Bae
An energy-conserving algorithm for the collection and reporting of data in mobile sensor networks. MobiGIS (2015)
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)
Wan D. Bae, Shayma Alkobaisi, Sada Narayanappa, Cheng C. Liu
A Real-time Health Monitoring System for Evaluating Environmental Exposures. J. Softw. 8 (4) (2013)
Liren Zhang, Shayma Alkobaisi, Wan D. Bae, Sada Narayanappa
Ultra wideband indoor positioning system in support of emergency evacuation. ISA (2013)
Wan D. Bae, Shayma Alkobaisi, Sada Narayanappa, Cheng C. Liu
A Mobile Data Analysis Framework for Environmental Health Decision Support. ITNG (2012)
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)
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) (2012)
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) (2012)
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)
Shayma Alkobaisi, Wan D. Bae, Sada Narayanappa
Modeling Uncertainty in Moving Objects Databases. IEICE Trans. Inf. Syst. (12) (2011)
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) (2011)
Sada Narayanappa, Wan D. Bae, Shayma Alkobaisi, Narayan C. Debnath
Steel Threads: Framework for Developing Software System Architecture. SEDE (2011)
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) (2011)
Sada Narayanappa, Shayma Alkobaisi, Wan D. Bae
Robust TCP Migration Techniques for Server Failure. CAINE (2010)
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)
Wan D. Bae, Shayma Alkobaisi, Scott T. Leutenegger
: incremental refining spatial joins for interactive queries in GIS. GeoInformatica 14 (4) (2010)
Wan D. Bae, Shayma Alkobaisi, Seon Ho Kim, Sada Narayanappa, Cyrus Shahabi
-nearest neighbor searches. GeoInformatica 13 (4) (2009)
Shayma Alkobaisi, Wan D. Bae, Seon Ho Kim, Byunggu Yu
MBR Models for Uncertainty Regions of Moving Objects. DASFAA (2008)
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)
Byunggu Yu, Seon Ho Kim, Shayma Alkobaisi, Wan D. Bae, Thomas Bailey
The Tornado Model: Uncertainty Model for Continuously Changing Data. DASFAA (2007)
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)
Wan D. Bae, Petr Vojtechovský, Shayma Alkobaisi, Scott T. Leutenegger, Seon Ho Kim
An interactive framework for raster data spatial joins. GIS (2007)
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)
Wan D. Bae, Shayma Alkobaisi, Scott T. Leutenegger
An Incremental Refining Spatial Join Algorithm for Estimating Query Results in GIS. DEXA (2006)