Articles with public access mandates - K. Selcuk CandanLearn more
Available somewhere: 59
Eigen-Entropy: A metric for multivariate sampling decisions
J Huang, H Yoon, T Wu, KS Candan, O Pradhan, J Wen, Z O'Neill
Information sciences 619, 84-97, 2023
Mandates: US National Science Foundation
SIMDMS: Data management and analysis to support decision making through large simulation ensembles
SR Poccia, ML Sapino, L Sicong, C Xilun, G Yash, H Shengyu, HK Jung, ...
Proceedings of the 20th International Conference on Extending Database …, 2017
Mandates: US National Science Foundation, European Commission
A cosine-based correlation information entropy approach for building automatic fault detection baseline construction
J Huang, H Yoon, O Pradhan, T Wu, J Wen, Z O’neill, KS Candan
Science and Technology for the Built Environment 28 (9), 1138-1149, 2022
Mandates: US Department of Energy
Racknet: Robust allocation of convolutional kernels in neural networks for image classification
Y Garg, KS Candan
Proceedings of the 2019 on International Conference on Multimedia Retrieval …, 2019
Mandates: US National Science Foundation, European Commission
Robust multi-variate temporal features of multi-variate time series
S Liu, SR Poccia, KS Candan, ML Sapino, X Wang
ACM Transactions on Multimedia Computing, Communications, and Applications …, 2018
Mandates: US National Science Foundation, European Commission
Causal disentanglement for implicit recommendations with network information
P Sheth, R Guo, L Cheng, H Liu, KS Candan
ACM Transactions on Knowledge Discovery from Data 17 (7), 1-18, 2023
Mandates: US National Science Foundation, US Department of Defense, Japan Science and …
M2NN: Rare event inference through multi-variate multi-scale attention
M Ravindranath, KS Candan, ML Sapino
2020 IEEE International Conference on Smart Data Services (SMDS), 53-62, 2020
Mandates: US National Science Foundation, US Department of Energy, US Department of …
Personalized PageRank in uncertain graphs with mutually exclusive edges
JH Kim, ML Li, KS Candan, ML Sapino
Proceedings of the 40th international acm sigir conference on research and …, 2017
Mandates: US National Science Foundation, European Commission
San: Scale-space attention networks
Y Garg, KS Candan, ML Sapino
2020 IEEE 36th International Conference on Data Engineering (ICDE), 853-864, 2020
Mandates: US National Science Foundation
Tracking disaster footprints with social streaming data
L Cheng, J Li, KS Candan, H Liu
Proceedings of the AAAI Conference on Artificial Intelligence 34 (01), 370-377, 2020
Mandates: US National Science Foundation
Pslsh: An index structure for efficient execution of set queries in high-dimensional spaces
P Nagarkar, KS Candan
Proceedings of the 27th ACM International Conference on Information and …, 2018
Mandates: US National Science Foundation
Sirtem: Spatially informed rapid testing for epidemic modeling and response to covid-19
FT Azad, RW Dodge, AM Varghese, J Lee, G Pedrielli, KS Candan, ...
ACM Transactions on Spatial Algorithms and Systems 8 (4), 1-43, 2022
Mandates: US National Science Foundation
Sdma: Saliency-driven mutual cross attention for multi-variate time series
Y Garg, KS Candan
2020 25th International Conference on Pattern Recognition (ICPR), 7242-7249, 2021
Mandates: US National Science Foundation
Effects of Multi-Aspect Online Reviews with Unobserved Confounders: Estimation and Implication
L Cheng, R Guo, K Candan, H Liu
Proceedings of the International AAAI Conference on Web and Social Media 16 …, 2022
Mandates: US National Science Foundation, US Department of Defense
Dynamic bayesian network-based fault diagnosis for ASHRAE guideline 36: high performance sequence of operation for HVAC systems
O Pradhan, J Wen, Y Chen, X Lu, M Chu, Y Fu, Z O'Neill, T Wu, ...
Proceedings of the 8th ACM International Conference on Systems for Energy …, 2021
Mandates: US National Science Foundation
GTT: guiding the tensor train decomposition
ML Li, KS Candan, ML Sapino
International Conference on Similarity Search and Applications, 187-202, 2020
Mandates: US National Science Foundation, US Department of Energy, US Department of …
iSparse: Output informed sparsification of neural network
Y Garg, KS Candan
Proceedings of the 2020 international conference on multimedia retrieval …, 2020
Mandates: US National Science Foundation
Subspace communication driven search for high dimensional optimization
L Mathesen, KK Chandrasekar, X Li, G Pedrielli, KS Candan
2019 Winter Simulation Conference (WSC), 3528-3539, 2019
Mandates: US National Science Foundation, European Commission
Datastorm-FE: A data-and decision-flow and coordination engine for coupled simulation ensembles
HW Behrens, KS Candan, X Chen, A Gadkari, Y Garg, ML Li, X Li, S Liu, ...
Proceedings of the VLDB Endowment 11 (12), 2018
Mandates: US National Science Foundation, European Commission
Ims-dtm: Incremental multi-scale dynamic topic models
X Chen, KS Candan, ML Sapino
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
Mandates: US National Science Foundation
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