Karandeep Singh

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 36

Top Topics

Statistical Process Control

Fraud Detection

Bdi Architecture

Population Dynamics

Top Venues

BMC Medical Informatics Decis. Mak.

Publications

Ming Shan Hee, Karandeep Singh, Charlotte Ng Si Min, Kenny Tsu Wei Choo, Roy Ka-Wei Lee
Brinjal: A Web-Plugin for Collaborative Hate Speech Detection. WWW (Companion Volume) (2024)
Karandeep Singh, Chaeyoon Jeong, Naufal Shidqi, Sungwon Park, Arjun Nellikkattil, Elke Zeller, Meeyoung Cha
Self Supervised Vision for Climate Downscaling. CoRR (2024)
Karandeep Singh, Yu-Che Tsai, Cheng-Te Li, Meeyoung Cha, Shou-De Lin
GraphFC: Customs Fraud Detection with Label Scarcity. CoRR (2023)
Mark P. Sendak, David Vidal, Sylvia Trujillo, Karandeep Singh, Xiaoxuan Liu, Suresh Balu
Editorial: Surfacing best practices for AI software development and integration in healthcare. Frontiers Digit. Health 5 (2023)
Faris F. Gulamali, Ashwin Sawant, Ira Hofer, Matthew A. Levin, Alexander Charney, Karandeep Singh, Benjamin S. Glicksberg, Girish N. Nadkarni
Online Unsupervised Representation Learning of Waveforms in the Intensive Care Unit via a novel cooperative framework: Spatially Resolved Temporal Networks (SpaRTEn). MLHC (2023)
Karandeep Singh, Chaeyoon Jeong, Sungwon Park, Arjun N. Babur, Elke Zeller, Meeyoung Cha
Self-supervised learning for climate downscaling. BigComp (2023)
Karandeep Singh, Yu-Che Tsai, Cheng-Te Li, Meeyoung Cha, Shou-De Lin
GraphFC: Customs Fraud Detection with Label Scarcity. CIKM (2023)
Naufal Shidqi, Chaeyoon Jeong, Sungwon Park, Elke Zeller, Arjun Babu Nellikkattil, Karandeep Singh
Generating High-Resolution Regional Precipitation Using Conditional Diffusion Model. CoRR (2023)
Sundong Kim, Tung-Duong Mai, Sungwon Han, Sungwon Park, Thi Nguyen Duc Khanh, Jaechan So, Karandeep Singh, Meeyoung Cha
Active Learning for Human-in-the-Loop Customs Inspection. IEEE Trans. Knowl. Data Eng. 35 (12) (2023)
W. Nicholson Price, Mark P. Sendak, Suresh Balu, Karandeep Singh
Enabling collaborative governance of medical AI. Nat. Mac. Intell. 5 (8) (2023)
Faris F. Gulamali, Ashwin S. Sawant, Lora Liharska, Carol R. Horowitz, Lili Chan, Patricia H. Kovatch, Ira Hofer, Karandeep Singh, Lynne D. Richardson, Emmanuel Mensah, Alexander W. Charney, David L. Reich, Jianying Hu, Girish N. Nadkarni
An AI-Guided Data Centric Strategy to Detect and Mitigate Biases in Healthcare Datasets. CoRR (2023)
Karandeep Singh, SeungEon Lee, Giuseppe (Joe) Labianca, Jesse Michael Fagan, Meeyoung Cha
Multi-Stage Machine Learning Model for Hierarchical Tie Valence Prediction. ACM Trans. Knowl. Discov. Data 17 (6) (2023)
Karandeep Singh, Nigam H. Shah, Andrew J. Vickers
Assessing the net benefit of machine learning models in the presence of resource constraints. J. Am. Medical Informatics Assoc. 30 (4) (2023)
Sungwon Park, Karandeep Singh, Arjun Nellikkattil, Elke Zeller, Tung-Duong Mai, Meeyoung Cha
Downscaling Earth System Models with Deep Learning. KDD (2022)
Jie Cao, Xiaosong Zhang, Vahakn Shahinian, Huiying Yin, Diane Steffick, Rajiv Saran, Susan Crowley, Michael Mathis, Girish N. Nadkarni, Michael Heung, Karandeep Singh
Generalizability of an acute kidney injury prediction model across health systems. Nat. Mac. Intell. 4 (12) (2022)
Karandeep Singh, Gabriel Lima, Meeyoung Cha, Chiyoung Cha, Juhi Kulshrestha, Yong-Yeol Ahn, Onur Varol
Misinformation, Believability, and Vaccine Acceptance Over 40 Countries: Takeaways From the Initial Phase of The COVID-19 Infodemic. CoRR (2021)
Raed Kontar, Naichen Shi, Xubo Yue, Seokhyun Chung, Eunshin Byon, Mosharaf Chowdhury, Jionghua Jin, Wissam Kontar, Neda Masoud, Maher Nouiehed, Chinedum Emmanuel Okwudire, Garvesh Raskutti, Romesh Saigal, Karandeep Singh, Zhi-Sheng Ye
The Internet of Federated Things (IoFT). IEEE Access 9 (2021)
Raed Kontar, Naichen Shi, Xubo Yue, Seokhyun Chung, Eunshin Byon, Mosharaf Chowdhury, Judy Jin, Wissam Kontar, Neda Masoud, Maher Nouiehed, Chinedum Emmanuel Okwudire, Garvesh Raskutti, Romesh Saigal, Karandeep Singh, Zhisheng Ye
The Internet of Federated Things (IoFT): A Vision for the Future and In-depth Survey of Data-driven Approaches for Federated Learning. CoRR (2021)
Suchi Saria, Marzyeh Ghassemi, Ziad Obermeyer, Karandeep Singh, Pei-Yun S. Hsueh, Eric Topol
Making Health AI Work in the Real World: Strategies, innovations, and best practices for using AI to improve care delivery. AMIA (2021)
Sungkyu Park, Sungwon Han, Jeongwook Kim, Mir Majid Molaie, Hoang Dieu Vu, Karandeep Singh, Jiyoung Han, Wonjae Lee, Meeyoung Cha
Risk Communication in Asian Countries: COVID-19 Discourse on Twitter. CoRR (2020)
Sundong Kim, Tung-Duong Mai, Thi Nguyen Duc Khanh, Sungwon Han, Sungwon Park, Karandeep Singh, Meeyoung Cha
Take a Chance: Managing the Exploitation-Exploration Dilemma in Customs Fraud Detection via Online Active Learning. CoRR (2020)
Michael Inadomi, Karandeep Singh, Ji Qi, Rodney Dunn, Susan Linsell, Brian T. Denton, Patrick Hurley, Eduardo Kleer, James Montie, Khurshid Ghani
Prospective monitoring of imaging guideline adherence by physicians in a surgical collaborative: comparison of statistical process control methods for detecting outlying performance. BMC Medical Informatics Decis. Mak. 20 (1) (2020)
Sundong Kim, Yu-Che Tsai, Karandeep Singh, Yeonsoo Choi, Etim Ibok, Cheng-Te Li, Meeyoung Cha
DATE: Dual Attentive Tree-aware Embedding for Customs Fraud Detection. KDD (2020)
Ramneek, Patrick Hosein, Sangheon Pack, Karandeep Singh
QoS-Based Zero-Rating of Cellular Applications. ICOIN (2020)
David A. Hanauer, Qiaozhu Mei, V. G. Vinod Vydiswaran, Karandeep Singh, Zach Landis-Lewis, Chunhua Weng
Complexities, variations, and errors of numbering within clinical notes: the potential impact on information extraction and cohort-identification. BMC Medical Informatics Decis. Mak. (3) (2019)
Sun Young Park, Pei-Yi Kuo, Andrea Barbarin, Elizabeth Kaziunas, Astrid Chow, Karandeep Singh, Lauren Wilcox, Walter S. Lasecki
Identifying Challenges and Opportunities in Human-AI Collaboration in Healthcare. CSCW Companion (2019)
Karandeep Singh, Chang-Won Ahn
An Agent Based Model Approach for Perusal of Social Dynamics. IEEE Access 6 (2018)
Karandeep Singh, Chang-Won Ahn, Euihyun Paik, Jang Won Bae, Chun-Hee Lee
A Micro-Level Data-Calibrated Agent-Based Model: The Synergy between Microsimulation and Agent-Based Modeling. Artif. Life 24 (2) (2018)
David A. Hanauer, Qiaozhu Mei, V. G. Vinod Vydiswaran, Karandeep Singh, Zach Landis-Lewis, Chunhua Weng
Numerical Age Variations within Clinical Notes: The Potential Impact on De-Identification and Information Extraction. ICHI Workshops (2018)
Elliott Brannon, Tianshi Wang, Jeremy Lapedis, Paul Valenstein, Michael S. Klinkman, Ellen Bunting, Alice Stanulis, Karandeep Singh
Towards a Learning Health System to Reduce Emergency Department Visits at a Population Level. AMIA (2018)
Karandeep Singh, Chang-Won Ahn
A holistic agent based model for demography. SSCI (2017)
Karandeep Singh
. J. Artif. Soc. Soc. Simul. 20 (4) (2017)
Jang Won Bae, Euihyun Paik, Kiho Kim, Karandeep Singh, Mazhar Sajjad
Combining Microsimulation and Agent-Based Model for Micro-Level Population Dynamics. ICCS (2016)
Karandeep Singh, Jang Won Bae, Euihyun Paik
Population dynamics analysis for policy evaluation using micro-level population dynamics. HPCS (2016)
Urmimala Sarkar, Gato Gourley, Courtney R. Lyles, Lina Tieu, Cassidy Clarity, Lisa P. Newmark, Karandeep Singh, David W. Bates
Mobile Apps for Vulnerable Populations Study. AMIA (2016)
Mazhar Sajjad, Karandeep Singh, Euihyun Paik, Chang-Won Ahn
A Data-Driven Approach for Agent-Based Modeling: Simulating the Dynamics of Family Formation. J. Artif. Soc. Soc. Simul. 19 (1) (2016)
Gunnar O. Klein, Karandeep Singh, Johan von Heideken
Smart Glasses - A New Tool in Medicine. MedInfo (2015)
Mazhar Sajjad, Karandeep Singh, Chang-Won Ahn
Multi-Agent modeling for match-making using BDI architecture. HPCS (2015)
Karandeep Singh, Adam B. Landman, Joseph V. Bonventre, Adam Wright
Developing an Electronic Health Record for Google Glass: Challenges and Use Cases. AMIA (2014)
Karandeep Singh
An Electronic Health Record for Google Glass: A System Demonstration. AMIA (2014)
Karandeep Singh, Baibing Li
Estimation of Traffic Densities for Multilane Roadways Using a Markov Model Approach. IEEE Trans. Ind. Electron. 59 (11) (2012)
Stephen P. Crago, Kyle Dunn, Patrick Eads, Lorin Hochstein, Dong-In Kang, Mikyung Kang, Devendra Modium, Karandeep Singh, Jinwoo Suh, John Paul Walters
Heterogeneous Cloud Computing. CLUSTER (2011)
Manil Gupta, Karandeep Singh
AutoBot: A Low Cost Platform for Swarm Research Applications. ICETET (2010)
Rahul Parsani, Karandeep Singh
A Single Accelerometer based Wireless Embedded System for Predefined Dynamic Gesture Recognition. IHCI (2009)
Vaddadi P. Chandu, Karandeep Singh, Ravi Baskaran
A Model for Prevention of Software Piracy through Secure Distribution. SCSS (1) (2007)
Adnan Agbaria, Dong-In Kang, Karandeep Singh
LMPI: MPI for Heterogeneous Embedded Distributed Systems. ICPADS (1) (2006)