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ORCIDKarandeep Singh
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2020 – today
- 2024
[c26]Karandeep Singh, Chaeyoon Jeong, Naufal Shidqi, Sungwon Park, Arjun Nellikkattil, Elke Zeller, Meeyoung Cha:
Self-Supervised Vision for Climate Downscaling. IJCAI 2024: 7456-7464- [c25]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: 1063-1066 - [i8]Karandeep Singh, Chaeyoon Jeong, Naufal Shidqi, Sungwon Park, Arjun Nellikkattil, Elke Zeller, Meeyoung Cha:
Self Supervised Vision for Climate Downscaling. CoRR abs/2401.09466 (2024) - 2023
- [j14]Mark P. Sendak, David E. 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) - [j13]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): 668-673 (2023) - [j12]W. Nicholson Price, Mark P. Sendak, Suresh Balu, Karandeep Singh:
Enabling collaborative governance of medical AI. Nat. Mac. Intell. 5(8): 821-823 (2023) - [j11]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): 83:1-83:20 (2023) - [j10]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): 12039-12052 (2023) - [c24]Karandeep Singh, Chaeyoon Jeong, Sungwon Park, Arjun N. Babur, Elke Zeller, Meeyoung Cha:
Self-supervised learning for climate downscaling. BigComp 2023: 13-17 - [c23]Karandeep Singh, Yu-Che Tsai, Cheng-Te Li, Meeyoung Cha, Shou-De Lin:
GraphFC: Customs Fraud Detection with Label Scarcity. CIKM 2023: 4829-4835 - [c22]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: 230-247 - [i7]Karandeep Singh, Yu-Che Tsai, Cheng-Te Li, Meeyoung Cha, Shou-De Lin:
GraphFC: Customs Fraud Detection with Label Scarcity. CoRR abs/2305.11377 (2023) - [i6]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 abs/2311.03425 (2023) - [i5]Naufal Shidqi, Chaeyoon Jeong, Sungwon Park, Elke Zeller, Arjun Babu Nellikkattil, Karandeep Singh:
Generating High-Resolution Regional Precipitation Using Conditional Diffusion Model. CoRR abs/2312.07112 (2023) - 2022
- [j9]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): 1121-1129 (2022) - [c21]Sungwon Park, Karandeep Singh, Arjun Nellikkattil, Elke Zeller, Tung-Duong Mai, Meeyoung Cha:
Downscaling Earth System Models with Deep Learning. KDD 2022: 3733-3742 - 2021
- [j8]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: 156071-156113 (2021) - [c20]Suchi Saria, Marzyeh Ghassemi, Ziad Obermeyer, Karandeep Singh, Pei-Yun S. Hsueh, Eric J. Topol:
Making Health AI Work in the Real World: Strategies, innovations, and best practices for using AI to improve care delivery. AMIA 2021 - [i4]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 abs/2104.10864 (2021) - [i3]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 abs/2111.05326 (2021) - 2020
- [j7]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): 89 (2020) - [c19]Ramneek, Patrick Hosein, Sangheon Pack, Karandeep Singh:
QoS-Based Zero-Rating of Cellular Applications. ICOIN 2020: 743-746 - [c18]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: 2880-2890 - [i2]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 abs/2006.12218 (2020) - [i1]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 abs/2010.14282 (2020)
2010 – 2019
- 2019
- [j6]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. 19-S(3): 59-69 (2019) - [c17]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: 506-510 - 2018
- [j5]Karandeep Singh, Chang-Won Ahn:
An Agent Based Model Approach for Perusal of Social Dynamics. IEEE Access 6: 36948-36965 (2018) - [j4]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) - [c16]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 - [c15]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: 66-67 - 2017
- [j3]Karandeep Singh:
Computational Social Science (Analytical Methods for Social Research) by R. Michael Alvarez. J. Artif. Soc. Soc. Simul. 20(4) (2017) - [c14]Karandeep Singh, Chang-Won Ahn:
A holistic agent based model for demography. SSCI 2017: 1-8 - 2016
- [j2]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) - [c13]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 - [c12]Jang Won Bae, Euihyun Paik, Kiho Kim, Karandeep Singh, Mazhar Sajjad:
Combining Microsimulation and Agent-Based Model for Micro-Level Population Dynamics. ICCS 2016: 507-517 - [c11]Karandeep Singh, Jang Won Bae, Euihyun Paik:
Population dynamics analysis for policy evaluation using micro-level population dynamics. HPCS 2016: 310-317 - 2015
- [c10]Mazhar Sajjad, Karandeep Singh, Chang-Won Ahn:
Multi-Agent modeling for match-making using BDI architecture. HPCS 2015: 350-355 - [c9]Karandeep Singh Brar, Mazhar Sajjad, Chang-Won Ahn:
Policy evaluation by analysing population emergent behaviour with a microsimulation and multi agent based model. ISAMSR 2015: 83-86 - [c8]Gunnar O. Klein, Karandeep Singh, Johan von Heideken:
Smart Glasses - A New Tool in Medicine. MedInfo 2015: 901 - 2014
- [c7]Karandeep Singh:
An Electronic Health Record for Google Glass: A System Demonstration. AMIA 2014 - [c6]Karandeep Singh, Adam B. Landman, Joseph V. Bonventre, Adam Wright:
Developing an Electronic Health Record for Google Glass: Challenges and Use Cases. AMIA 2014 - 2012
- [j1]Karandeep Singh, Baibing Li:
Estimation of Traffic Densities for Multilane Roadways Using a Markov Model Approach. IEEE Trans. Ind. Electron. 59(11): 4369-4376 (2012) - 2011
- [c5]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: 378-385 - 2010
- [c4]Manil Gupta, Karandeep Singh:
AutoBot: A Low Cost Platform for Swarm Research Applications. ICETET 2010: 33-36
2000 – 2009
- 2009
- [c3]Rahul Parsani, Karandeep Singh:
A Single Accelerometer based Wireless Embedded System for Predefined Dynamic Gesture Recognition. IHCI 2009: 195-201 - 2008
- [p1]Vaddadi P. Chandu, Karandeep Singh:
A Model for Multiplayer Interactive Games in Cellular Wireless Environment. Innovative Techniques in Instruction Technology, E-learning, E-assessment, and Education 2008: 241-248 - 2007
- [c2]Vaddadi P. Chandu, Karandeep Singh, Ravi Baskaran:
A Model for Prevention of Software Piracy through Secure Distribution. SCSS (1) 2007: 251-255 - 2006
- [c1]Adnan Agbaria, Dong-In Kang, Karandeep Singh:
LMPI: MPI for Heterogeneous Embedded Distributed Systems. ICPADS (1) 2006: 79-86
Coauthor Index
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last updated on 2024-10-21 20:31 CEST by the dblp team
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