Karandeep Singh

According to our database, Karandeep Singh authored at least 46 papers between 2006 and 2024.

Collaborative distances:

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

2024

Self Supervised Vision for Climate Downscaling.

Karandeep Singh, Chaeyoon Jeong, Naufal Shidqi, Sungwon Park, Arjun Nellikkattil, Elke Zeller, Meeyoung Cha

CoRR, 2024

2023

Active Learning for Human-in-the-Loop Customs Inspection.

Sundong Kim, Tung-Duong Mai, Sungwon Han, Sungwon Park, Thi Nguyen Duc Khanh, Jaechan So, Karandeep Singh, Meeyoung Cha

IEEE Trans. Knowl. Data Eng., December, 2023

Enabling collaborative governance of medical AI.

W. Nicholson Price, Mark P. Sendak, Suresh Balu, Karandeep Singh

Nat. Mac. Intell., August, 2023

Multi-Stage Machine Learning Model for Hierarchical Tie Valence Prediction.

Karandeep Singh, SeungEon Lee, Giuseppe (Joe) Labianca, Jesse Michael Fagan, Meeyoung Cha

ACM Trans. Knowl. Discov. Data, July, 2023

Assessing the net benefit of machine learning models in the presence of resource constraints.

Karandeep Singh, Nigam H. Shah, Andrew J. Vickers

J. Am. Medical Informatics Assoc., March, 2023

Editorial: Surfacing best practices for AI software development and integration in healthcare.

Mark P. Sendak, David Vidal, Sylvia Trujillo, Karandeep Singh, Xiaoxuan Liu, Suresh Balu

Frontiers Digit. Health, March, 2023

Generating High-Resolution Regional Precipitation Using Conditional Diffusion Model.

Naufal Shidqi, Chaeyoon Jeong, Sungwon Park, Elke Zeller, Arjun Babu Nellikkattil, Karandeep Singh

CoRR, 2023

An AI-Guided Data Centric Strategy to Detect and Mitigate Biases in Healthcare Datasets.

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

CoRR, 2023

Online Unsupervised Representation Learning of Waveforms in the Intensive Care Unit via a novel cooperative framework: Spatially Resolved Temporal Networks (SpaRTEn).

Faris F. Gulamali, Ashwin Sawant, Ira Hofer, Matthew A. Levin, Alexander Charney, Karandeep Singh, Benjamin S. Glicksberg, Girish N. Nadkarni

Proceedings of the Machine Learning for Healthcare Conference, 2023

GraphFC: Customs Fraud Detection with Label Scarcity.

Karandeep Singh, Yu-Che Tsai, Cheng-Te Li, Meeyoung Cha, Shou-De Lin

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Self-supervised learning for climate downscaling.

Karandeep Singh, Chaeyoon Jeong, Sungwon Park, Arjun N. Babur, Elke Zeller, Meeyoung Cha

Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2023

2022

Generalizability of an acute kidney injury prediction model across health systems.

Jie Cao, Xiaosong Zhang, Vahakn Shahinian, Huiying Yin, Diane Steffick, Rajiv Saran, Susan Crowley, Michael Mathis, Girish N. Nadkarni, Michael Heung, Karandeep Singh

Nat. Mac. Intell., December, 2022

Downscaling Earth System Models with Deep Learning.

Sungwon Park, Karandeep Singh, Arjun Nellikkattil, Elke Zeller, Tung-Duong Mai, Meeyoung Cha

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

2021

The Internet of Federated Things (IoFT): A Vision for the Future and In-depth Survey of Data-driven Approaches for Federated Learning.

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

CoRR, 2021

Misinformation, Believability, and Vaccine Acceptance Over 40 Countries: Takeaways From the Initial Phase of The COVID-19 Infodemic.

Karandeep Singh, Gabriel Lima, Meeyoung Cha, Chiyoung Cha, Juhi Kulshrestha, Yong-Yeol Ahn, Onur Varol

CoRR, 2021

The Internet of Federated Things (IoFT).

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

IEEE Access, 2021

Making Health AI Work in the Real World: Strategies, innovations, and best practices for using AI to improve care delivery.

Suchi Saria, Marzyeh Ghassemi, Ziad Obermeyer, Karandeep Singh, Pei-Yun S. Hsueh, Eric J. Topol

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2020

Prospective monitoring of imaging guideline adherence by physicians in a surgical collaborative: comparison of statistical process control methods for detecting outlying performance.

Michael Inadomi, Karandeep Singh, Ji Qi, Rodney Dunn, Susan Linsell, Brian T. Denton, Patrick Hurley, Eduardo Kleer, James Montie, Khurshid Ghani

BMC Medical Informatics Decis. Mak., 2020

Take a Chance: Managing the Exploitation-Exploration Dilemma in Customs Fraud Detection via Online Active Learning.

Sundong Kim, Tung-Duong Mai, Thi Nguyen Duc Khanh, Sungwon Han, Sungwon Park, Karandeep Singh, Meeyoung Cha

CoRR, 2020

Risk Communication in Asian Countries: COVID-19 Discourse on Twitter.

Sungkyu Park, Sungwon Han, Jeongwook Kim, Mir Majid Molaie, Hoang Dieu Vu, Karandeep Singh, Jiyoung Han, Wonjae Lee, Meeyoung Cha

CoRR, 2020

DATE: Dual Attentive Tree-aware Embedding for Customs Fraud Detection.

Sundong Kim, Yu-Che Tsai, Karandeep Singh, Yeonsoo Choi, Etim Ibok, Cheng-Te Li, Meeyoung Cha

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

QoS-Based Zero-Rating of Cellular Applications.

Ramneek, Patrick Hosein, Sangheon Pack, Karandeep Singh

Proceedings of the 2020 International Conference on Information Networking, 2020

2019

Complexities, variations, and errors of numbering within clinical notes: the potential impact on information extraction and cohort-identification.

David A. Hanauer, Qiaozhu Mei, V. G. Vinod Vydiswaran, Karandeep Singh, Zach Landis-Lewis, Chunhua Weng

BMC Medical Informatics Decis. Mak., 2019

Identifying Challenges and Opportunities in Human-AI Collaboration in Healthcare.

Sun Young Park, Pei-Yi Kuo, Andrea Barbarin, Elizabeth Kaziunas, Astrid Chow, Karandeep Singh, Lauren Wilcox, Walter S. Lasecki

Proceedings of the Companion Publication of the 2019 ACM Conference on Computer Supported Cooperative Work and Social Computing, 2019

2018

A Micro-Level Data-Calibrated Agent-Based Model: The Synergy between Microsimulation and Agent-Based Modeling.

Karandeep Singh, Chang-Won Ahn, Euihyun Paik, Jang Won Bae, Chun-Hee Lee

Artif. Life, 2018

An Agent Based Model Approach for Perusal of Social Dynamics.

Karandeep Singh, Chang-Won Ahn

IEEE Access, 2018

Numerical Age Variations within Clinical Notes: The Potential Impact on De-Identification and Information Extraction.

David A. Hanauer, Qiaozhu Mei, V. G. Vinod Vydiswaran, Karandeep Singh, Zach Landis-Lewis, Chunhua Weng

Proceedings of the IEEE International Conference on Healthcare Informatics Workshops, 2018

Towards a Learning Health System to Reduce Emergency Department Visits at a Population Level.

Elliott Brannon, Tianshi Wang, Jeremy Lapedis, Paul Valenstein, Michael S. Klinkman, Ellen Bunting, Alice Stanulis, Karandeep Singh

Proceedings of the AMIA 2018, 2018

2017

Computational Social Science (Analytical Methods for Social Research) <i>by R. Michael Alvarez</i>.

Karandeep Singh

J. Artif. Soc. Soc. Simul., 2017

A holistic agent based model for demography.

Karandeep Singh, Chang-Won Ahn

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

2016

A Data-Driven Approach for Agent-Based Modeling: Simulating the Dynamics of Family Formation.

Mazhar Sajjad, Karandeep Singh, Euihyun Paik, Chang-Won Ahn

J. Artif. Soc. Soc. Simul., 2016

Population dynamics analysis for policy evaluation using micro-level population dynamics.

Karandeep Singh, Jang Won Bae, Euihyun Paik

Proceedings of the International Conference on High Performance Computing & Simulation, 2016

Combining Microsimulation and Agent-Based Model for Micro-Level Population Dynamics.

Jang Won Bae, Euihyun Paik, Kiho Kim, Karandeep Singh, Mazhar Sajjad

Proceedings of the International Conference on Computational Science 2016, 2016

Mobile Apps for Vulnerable Populations Study.

Urmimala Sarkar, Gato Gourley, Courtney R. Lyles, Lina Tieu, Cassidy Clarity, Lisa P. Newmark, Karandeep Singh, David W. Bates

Proceedings of the AMIA 2016, 2016

2015

Smart Glasses - A New Tool in Medicine.

Gunnar O. Klein, Karandeep Singh, Johan von Heideken

Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

Policy evaluation by analysing population emergent behaviour with a microsimulation and multi agent based model.

Karandeep Singh Brar, Mazhar Sajjad, Chang-Won Ahn

Proceedings of the International Symposium on Agents, Multi-Agent Systems and Robotics, 2015

Multi-Agent modeling for match-making using BDI architecture.

Mazhar Sajjad, Karandeep Singh, Chang-Won Ahn

Proceedings of the 2015 International Conference on High Performance Computing & Simulation, 2015

2014

Developing an Electronic Health Record for Google Glass: Challenges and Use Cases.

Karandeep Singh, Adam B. Landman, Joseph V. Bonventre, Adam Wright

Proceedings of the AMIA 2014, 2014

An Electronic Health Record for Google Glass: A System Demonstration.

Karandeep Singh

Proceedings of the AMIA 2014, 2014

2012

Estimation of Traffic Densities for Multilane Roadways Using a Markov Model Approach.

Karandeep Singh, Baibing Li

IEEE Trans. Ind. Electron., 2012

2011

Heterogeneous Cloud Computing.

Stephen P. Crago, Kyle Dunn, Patrick Eads, Lorin Hochstein, Dong-In Kang, Mikyung Kang, Devendra Modium, Karandeep Singh, Jinwoo Suh, John Paul Walters

Proceedings of the 2011 IEEE International Conference on Cluster Computing (CLUSTER), 2011

2010

AutoBot: A Low Cost Platform for Swarm Research Applications.

Manil Gupta, Karandeep Singh

Proceedings of the 3rd International Conference on Emerging Trends in Engineering and Technology, 2010

2009

A Single Accelerometer based Wireless Embedded System for Predefined Dynamic Gesture Recognition.

Rahul Parsani, Karandeep Singh

Proceedings of the First International Conference on Intelligent Human Computer Interaction, 2009

2008

A Model for Multiplayer Interactive Games in Cellular Wireless Environment.

Vaddadi P. Chandu, Karandeep Singh

Proceedings of the Innovative Techniques in Instruction Technology, 2008

2007

A Model for Prevention of Software Piracy through Secure Distribution.

Vaddadi P. Chandu, Karandeep Singh, Ravi Baskaran

Proceedings of the Advances in Computer and Information Sciences and Engineering, 2007

2006

LMPI: MPI for Heterogeneous Embedded Distributed Systems.

Adnan Agbaria, Dong-In Kang, Karandeep Singh

Proceedings of the 12th International Conference on Parallel and Distributed Systems, 2006