Wan D. Bae

According to our database, Wan D. Bae authored at least 38 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

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

Zachary Jeffreys, Kshama Kumar, Zhuojing Xie, Wan D. Bae, Shayma Alkobaisi, Sada Narayanappa

Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing, 2024

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

Wan D. Bae, Shayma Alkobaisi, Siddheshwari Bankar, Sartaj Bhuvaji, Jay Singhvi, Madhuroopa Irukulla, William McDonnell

Proceedings of the Big Data Analytics and Knowledge Discovery, 2024

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

Wan D. Bae, Shayma Alkobaisi, Sartaj Bhuvaji, Siddheshwari Bankar

Proceedings of the Database Systems for Advanced Applications, 2024

Improving Network Traffic Anomaly Detection through Data Denoising and Unsupervised Learning.

James Talbott, Joshua Palicka, Alexander Sheardown, Wan D. Bae, Matthew Horak

Proceedings of the 14th IEEE Annual Computing and Communication Workshop and Conference, 2024

A Framework for Abstractive Summarization of Conversational Meetings.

Vincent Marklynn, Anjali Sebastian, Yong Long Tan, Wan D. Bae, Shayma Alkobaisi, Sada Narayanappa

Proceedings of the 14th IEEE Annual Computing and Communication Workshop and Conference, 2024

2023

Improving Classification Performance on Rare Events in Data Starved Medical Applications.

Wan D. Bae, Angelo Alfonso, David Stanko, Lili Hao, Linh Le, Matthew Horak

Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2023

2022

A Two-Step Machine Learning Approach for Crop Disease Detection Using GAN and UAV Technology.

Aaditya Prasad, Nikhil Mehta, Matthew Horak, Wan D. Bae

Remote. Sens., 2022

2021

${\sf FORESEE}$FORESEE: An Effective and Efficient Framework for Estimating the Execution Times of IO Traces on the SSD.

Yoonsuk Kang, Yong-Yeon Jo, Jaehyuk Cha, Wan D. Bae, Wonjun Lee, Sang-Wook Kim

IEEE Trans. Computers, 2021

A two-step machine learning approach for crop disease detection: an application of GAN and UAV technology.

Aaditya Prasad, Nikhil Mehta, Matthew Horak, Wan D. Bae

CoRR, 2021

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

Wan D. Bae, Shayma Alkobaisi, Matthew Horak, Sungroul Kim, Choon-Sik Park, Mark Chesney

Proceedings of the SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, 2021

2019

Predictive and exposome analytics: A case study of asthma exacerbation management.

Shayma Alkobaisi, Wan D. Bae, Matthew Horak, Sada Narayanappa, Jongwon Lee, Eman AbuKhousa, Choon-Sik Park, Da Jung Bae

J. Ambient Intell. Smart Environ., 2019

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

Wan D. Bae, Matthew Horak, Shayma Alkobaisi, Sehjeong Kim, Sada Narayanappa, Choon-Sik Park, Da Jeong Bae

Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019

2017

A Bayesian Framework for Individual Exposure Estimation on Uncertain Paths.

Matthew Horak, Wan D. Bae, Shayma Alkobaisi, Sehjeong Kim, Wade Meyers

Proceedings of the Web and Wireless Geographical Information Systems, 2017

A Framework for Estimating Execution Times of IO Traces on SSDs.

Yoonsuk Kang, Yong-Yeon Jo, Jaehyuk Cha, Wan D. Bae, Sang-Wook Kim

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016

Voronoi maps: an approach to individual-based environmental exposure estimation.

Wan D. Bae, Shayma Alkobaisi, Wade Meyers, Sada Narayanappa, Petr Vojtechovský

Proceedings of the 31st Annual ACM Symposium on Applied Computing, 2016

2015

SCHAS: A Visual Evaluation Framework for Mobile Data Analysis of Individual Exposure to Environmental Risk Factors.

Shayma Alkobaisi, Wan D. Bae, Sada Narayanappa

Proceedings of the Advances in Spatial and Temporal Databases, 2015

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

Matthew Horak, Shayma Alkobaisi, Wan D. Bae

Proceedings of the 4th ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems, 2015

2013

A Real-time Health Monitoring System for Evaluating Environmental Exposures.

Wan D. Bae, Shayma Alkobaisi, Sada Narayanappa, Cheng C. Liu

J. Softw., 2013

Ultra wideband indoor positioning system in support of emergency evacuation.

Liren Zhang, Shayma Alkobaisi, Wan D. Bae, Sada Narayanappa

Proceedings of the Fifth ACM SIGSPATIAL International Workshop On Indoor Spatial Awareness, 2013

2012

Steel threads: Software engineering constructs for defining, designing and developing software system architecture.

Shayma Alkobaisi, Wan D. Bae, Sada Narayanappa, Narayan C. Debnath

J. Comput. Methods Sci. Eng., 2012

An interactive framework for spatial joins: a statistical approach to data analysis in GIS.

Shayma Alkobaisi, Wan D. Bae, Petr Vojtechovský, Sada Narayanappa

GeoInformatica, 2012

A Mobile Data Analysis Framework for Environmental Health Decision Support.

Wan D. Bae, Shayma Alkobaisi, Sada Narayanappa, Cheng C. Liu

Proceedings of the Ninth International Conference on Information Technology: New Generations, 2012

MobiS: a distributed paradigm of mobile sensor data analytics for evaluating environmental exposures.

Wan D. Bae, Sada Narayanappa, Shayma Alkobaisi, Kye Y. Bae

Proceedings of the First ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems, 2012

2011

Optimizing map labeling of point features based on an onion peeling approach.

Wan D. Bae, Shayma Alkobaisi, Sada Narayanappa, Petr Vojtechovský, Kye Y. Bae

J. Spatial Inf. Sci., 2011

Graph~- semantic based web data model: Conceptual design to logical representation.

Abhijit Sanyal, Anirban Sarkar, Sankhayan Choudhury, Wan D. Bae

J. Comput. Methods Sci. Eng., 2011

Modeling Uncertainty in Moving Objects Databases.

Shayma Alkobaisi, Wan D. Bae, Sada Narayanappa

IEICE Trans. Inf. Syst., 2011

Steel Threads: Framework for Developing Software System Architecture.

Sada Narayanappa, Wan D. Bae, Shayma Alkobaisi, Narayan C. Debnath

Proceedings of the ISCA 20th International Conference on Software Engineering and Data Engineering (SEDE-2011) June 20-22, 2011

Geographic Information Systems: RSL Services Definitions of a Framework for Web Services.

Narayan C. Debnath, Oscar Testa, German Montejano, Daniel Riesco, Wan D. Bae

Proceedings of the ISCA 26th International Conference on Computers and Their Applications, 2011

2010

<i>IRSJ</i>: incremental refining spatial joins for interactive queries in GIS.

Wan D. Bae, Shayma Alkobaisi, Scott T. Leutenegger

GeoInformatica, 2010

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

Wan D. Bae, Shayma Alkobaisi, Petr Vojtechovský, Sada Narayanappa, Kye Y. Bae

Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

Robust TCP Migration Techniques for Server Failure.

Sada Narayanappa, Shayma Alkobaisi, Wan D. Bae

Proceedings of the ISCA 23rd International Conference on Computer Applications in Industry and Engineering, 2010

2009

Web data retrieval: solving spatial range queries using <i>k</i>-nearest neighbor searches.

Wan D. Bae, Shayma Alkobaisi, Seon Ho Kim, Sada Narayanappa, Cyrus Shahabi

GeoInformatica, 2009

2008

The Truncated Tornado in TMBB: A Spatiotemporal Uncertainty Model for Moving Objects.

Shayma Alkobaisi, Petr Vojtechovský, Wan D. Bae, Seon Ho Kim, Scott T. Leutenegger

Proceedings of the Database and Expert Systems Applications, 19th International Conference, 2008

MBR Models for Uncertainty Regions of Moving Objects.

Shayma Alkobaisi, Wan D. Bae, Seon Ho Kim, Byunggu Yu

Proceedings of the Database Systems for Advanced Applications, 2008

2007

Supporting Range Queries on Web Data Using k-Nearest Neighbor Search.

Wan D. Bae, Shayma Alkobaisi, Seon Ho Kim, Sada Narayanappa, Cyrus Shahabi

Proceedings of the Tenth International Workshop on the Web and Databases, 2007

An interactive framework for raster data spatial joins.

Wan D. Bae, Petr Vojtechovský, Shayma Alkobaisi, Scott T. Leutenegger, Seon Ho Kim

Proceedings of the 15th ACM International Symposium on Geographic Information Systems, 2007

The Tornado Model: Uncertainty Model for Continuously Changing Data.

Byunggu Yu, Seon Ho Kim, Shayma Alkobaisi, Wan D. Bae, Thomas Bailey

Proceedings of the Advances in Databases: Concepts, 2007

2006

An Incremental Refining Spatial Join Algorithm for Estimating Query Results in GIS.

Wan D. Bae, Shayma Alkobaisi, Scott T. Leutenegger

Proceedings of the Database and Expert Systems Applications, 17th International Conference, 2006