Mostafa Reisi Gahrooei

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All published works

Action	Title	Year	Authors
+	FedPAR: Federated PARAFAC2 tensor factorization for computational phenotyping	2024	Meng Zhao Mostafa Reisi Gahrooei
+	Federated Multiple Tensor-on-Tensor Regression (FedMTOT) for Multimodal Data Under Data-Sharing Constraints	2024	Zihan Zhang Shancong Mou Mostafa Reisi Gahrooei Massimo Pacella Jianjun Shi
+	Robust Generalized Scalar-on-Tensor Regression	2023	Elif Konyar Mostafa Reisi Gahrooei Ruizhi Zhang
+	Federated generalized scalar-on-tensor regression	2023	Elif Konyar Mostafa Reisi Gahrooei
+	Robust tensor-on-tensor regression for multidimensional data modeling	2023	Hung Yi Lee Mostafa Reisi Gahrooei Hongcheng Liu Massimo Pacella
+	Robust coupled tensor decomposition and feature extraction for multimodal medical data	2022	Meng Zhao Mostafa Reisi Gahrooei Nathan Gaw
+	A statistical model of the spatial variability of weather for use in building simulation practice	2021	Mayuri Rajput Mostafa Reisi Gahrooei Godfried Augenbroe
+ PDF Chat	An Augmented Regression Model for Tensors With Missing Values	2021	Feng Wang Mostafa Reisi Gahrooei Zhen Zhong Tao Tang Jianjun Shi
+ PDF Chat	An Augmented Regression Model for Tensors with Missing Values	2020	Feng Wang Mostafa Reisi Gahrooei Zhen Zhong Tao Tang Jianjun Shi
+	An Augmented Regression Model for Tensors with Missing Values	2020	Feng Wang Mostafa Reisi Gahrooei Zhen Zhong Tao Tang Jianjun Shi
+ PDF Chat	Multiple Tensor-on-Tensor Regression: An Approach for Modeling Processes With Heterogeneous Sources of Data	2019	Mostafa Reisi Gahrooei Hao Yan Kamran Paynabar Jianjun Shi
+	Process Modeling and Prediction With Large Number of High-Dimensional Variables Using Functional Regression	2019	Mostafa Reisi Gahrooei Kamran Paynabar Massimo Pacella Jianjun Shi
+ PDF Chat	Change detection in a dynamic stream of attributed networks	2018	Mostafa Reisi Gahrooei Kamran Paynabar
+	Multiple Tensor on Tensor Regression: An approach for modeling processes with heterogeneous sources of data	2018	Mostafa Reisi Gahrooei Hao Yan Kamran Paynabar Jianjun Shi
+ PDF Chat	A novel approach for fusion of heterogeneous sources of data	2018	Mostafa Reisi Gahrooei Hao Yan Kamran Paynabar Jianjun Shi
+	Change Detection in a Dynamic Stream of Attributed Networks	2017	Mostafa Reisi Gahrooei Kamran Paynabar
+	Change Detection in a Dynamic Stream of Attributed Networks	2017	Mostafa Reisi Gahrooei Kamran Paynabar

Common Coauthors

Coauthor	Papers Together
Jianjun Shi	8
Kamran Paynabar	7
Hao Yan	3
Zhen Zhong	3
Tao Tang	3
Massimo Pacella	3
Elif Konyar	2
Meng Zhao	2
Feng Wang	1
Mayuri Rajput	1
Shancong Mou	1
Zihan Zhang	1
Feng Wang	1
Hung Yi Lee	1
Feng Wang	1
Hongcheng Liu	1
Godfried Augenbroe	1
Ruizhi Zhang	1
Nathan Gaw	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Structured Point Cloud Data Analysis Via Regularized Tensor Regression for Process Modeling and Optimization	2018	Hao Yan Kamran Paynabar Massimo Pacella	9
+ PDF Chat	Tensor Regression with Applications in Neuroimaging Data Analysis	2013	Hua Zhou Lexin Li Hongtu Zhu	8
+	Tensor Decompositions and Applications	2009	Tamara G. Kolda Brett W. Bader	8
+ PDF Chat	Multiple Tensor-on-Tensor Regression: An Approach for Modeling Processes With Heterogeneous Sources of Data	2019	Mostafa Reisi Gahrooei Hao Yan Kamran Paynabar Jianjun Shi	7
+ PDF Chat	Tensor-on-Tensor Regression	2017	Eric F. Lock	7
+ PDF Chat	Higher Order Partial Least Squares (HOPLS): A Generalized Multilinear Regression Method	2012	Qibin Zhao César F. Caiafa Danilo P. Mandic Zhong-yue Chao Yasuo Nagasaka Naotaka Fujii Liqing Zhang Andrzej Cichocki	7
+ PDF Chat	Image-Based Prognostics Using Penalized Tensor Regression	2018	Xiaolei Fang Kamran Paynabar Nagi Gebraeel	5
+	Image-Based Process Monitoring Using Low-Rank Tensor Decomposition	2014	Hao Yan Kamran Paynabar Jianjun Shi	5
+ PDF Chat	Function-on-Function Linear Regression by Signal Compression	2016	Ruiyan Luo Xin Qi	4
+	The Internet of Federated Things (IoFT)	2021	Raed Al Kontar Naichen Shi Xubo Yue Seokhyun Chung Eunshin Byon Mosharaf Chowdhury Jionghua Jin Wissam Kontar Neda Masoud Maher Nouiehed	3
+ PDF Chat	Regularized high dimension low tubal-rank tensor regression	2022	Samrat Roy George Michailidis	3
+	Multilinear operators for higher-order decompositions.	2006	Tamara G. Kolda	3
+	Tucker Tensor Regression and Neuroimaging Analysis	2018	Xiaoshan Li Da Xu Hua Zhou Lexin Li	3
+ PDF Chat	Penalized function-on-function regression	2014	Andrada E. Ivanescu Ana‐Maria Staicu Fabian Scheipl Sonja Greven	3
+	Functional response additive model estimation with online virtual stock markets	2014	Yingying Fan Natasha Zhang Foutz Gareth James Wolfgang Jank	3
+ PDF Chat	Federated Tensor Factorization for Computational Phenotyping	2017	Yejin Kim Jimeng Sun Hwanjo Yu Xiaoqian Jiang	3
+ PDF Chat	Window-based Tensor Analysis on High-dimensional and Multi-aspect Streams	2006	Jimeng Sun Spiros Papadimitriou Philip S. Yu	3
+ PDF Chat	Functional linear regression analysis for longitudinal data	2005	Fang Yao Hans‐Georg Müller Jane-Ling Wang	3
+	Federated generalized scalar-on-tensor regression	2023	Elif Konyar Mostafa Reisi Gahrooei	2
+	Functional Data Analysis	2005	J. O. Ramsay B. W. Silverman	2
+	Robust tensor-on-tensor regression for multidimensional data modeling	2023	Hung Yi Lee Mostafa Reisi Gahrooei Hongcheng Liu Massimo Pacella	2
+	Process Modeling and Prediction With Large Number of High-Dimensional Variables Using Functional Regression	2019	Mostafa Reisi Gahrooei Kamran Paynabar Massimo Pacella Jianjun Shi	2
+	Towards a standardized notation and terminology in multiway analysis	2000	Henk A. L. Kiers	2
+	Privacy-Preserving Tensor Factorization for Collaborative Health Data Analysis	2019	Jing Ma Qiuchen Zhang Jian Lou Joyce C. Ho Li Xiong Xiaoqian Jiang	2
+ PDF Chat	A Singular Value Thresholding Algorithm for Matrix Completion	2010	Jian‐Feng Cai Emmanuel J. Candès Zuowei Shen	2
+	Bayesian Tensor Regression	2017	Rajarshi Guhaniyogi Shaan Qamar David B. Dunson	2
+	Tucker Tensor Regression and Neuroimaging Analysis	2013	Xiaoshan Li Hua Zhou Lexin Li	2
+ PDF Chat	Tensor Mixed Effects Model With Application to Nanomanufacturing Inspection	2019	Xiaowei Yue Jin Gyu Park Zhiyong Liang Jianjun Shi	2
+ PDF Chat	Robust low-rank tensor modelling using Tucker and CP decomposition	2017	Niannan Xue George Papamakarios Mehdi Bahri Yannis Panagakis Stefanos Zafeiriou	2
+	Spatio-Temporal Disease Surveillance: Forward Selection Scan Statistic	2013	Ross Sparks Adrien Ickowicz	2
+ PDF Chat	FMEM: Functional Mixed Effects Models for Longitudinal Functional Responses	2018	Hongtu Zhu Kehui Chen Xinchao Luo Ying Yuan Jane-Ling Wang	2
+	Tensor Robust Principal Component Analysis with a New Tensor Nuclear Norm	2019	Canyi Lu Jiashi Feng Yudong Chen Wei Liu Zhouchen Lin Shuicheng Yan	2
+ PDF Chat	High-dimensional adaptive function-on-scalar regression	2016	Zhaohu Fan Matthew Reimherr	2
+ PDF Chat	Discrete temporal models of social networks	2010	Steve Hanneke Wenjie Fu Eric P. Xing	2
+	TensorSplat: Spotting Latent Anomalies in Time	2012	Danai Koutra Evangelos E. Papalexakis Christos Faloutsos	2
+	Detecting Anomalies in Time-Varying Networks Using Tensor Decomposition	2015	Anna Sapienza André Panisson Joseph Wu Laëtitia Gauvin Ciro Cattuto	2
+ PDF Chat	Low-rank tensor completion by Riemannian optimization	2013	Daniel Kreßner Michael Steinlechner Bart Vandereycken	2
+ PDF Chat	Extending Correlation and Regression from Multivariate to Functional Data	2000	Gaofeng He Hans‐Georg Müller J. L. Wang	2
+ PDF Chat	Multiplicative Attribute Graph Model of Real-World Networks	2010	Myunghwan Kim Jure Leskovec	2
+	Principal component analysis	1987	Svante Wold Kim H. Esbensen Paul Geladi	2
+ PDF Chat	Emergence of Scaling in Random Networks	1999	Albert‐László Barabási Réka Albert	2
+ PDF Chat	Analysis of the photic driving effect via joint EEG and MEG data processing based on the coupled CP decomposition	2017	Kristina Naskovska Alexey A. Korobkov Martin Haardt Jens Haueisen	2
+	The relationship between virologic and immunologic responses in AIDS clinical research using mixed-effects varying-coefficient models with measurement error	2003	Hua Liang	2
+	A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems	2009	Amir Beck Marc Teboulle	2
+ PDF Chat	Convex regularization for high-dimensional multiresponse tensor regression	2019	Garvesh Raskutti Ming Yuan Han Chen	2
+ PDF Chat	Robust Estimation of a Location Parameter	1964	Peter J. Huber	1
+ PDF Chat	Stable Principal Component Pursuit	2010	Zihan Zhou Xiaodong Li John Wright Emmanuel J. Candès Yi Ma	1
+ PDF Chat	Robust functional linear regression based on splines	2011	Ricardo A. Maronna Vı́ctor J. Yohai	1
+	Comparative study of different<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si21.gif" display="inline" overflow="scroll"><mml:mi>B</mml:mi></mml:math>-spline approaches for functional data	2013	Ana M. Aguilera M.C. Aguilera-Morillo	1
+ PDF Chat	Robust regression through the Huber’s criterion and adaptive lasso penalty	2011	Sophie Lambert‐Lacroix Laurent Zwald	1