Harm Derksen

According to our database, Harm Derksen authored at least 43 papers between 2000 and 2023.

Collaborative distances:

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

2023

Quadratic Multilinear Discriminant Analysis for Tensorial Data Classification.

Cristian Minoccheri, Olivia Alge, Jonathan Gryak, Kayvan Najarian, Harm Derksen

Algorithms, February, 2023

A Novel Tropical Geometry-Based Interpretable Machine Learning Method: Pilot Application to Delivery of Advanced Heart Failure Therapies.

Heming Yao, Harm Derksen, Jessica R. Golbus, Justin Zhang, Keith D. Aaronson, Jonathan Gryak, Kayvan Najarian

IEEE J. Biomed. Health Informatics, 2023

The capacity of quiver representations and the Anantharam-Jog-Nair inequality.

Calin Chindris, Harm Derksen

CoRR, 2023

Tensor Denoising via Amplification and Stable Rank Methods.

Jonathan Gryak, Kayvan Najarian, Harm Derksen

CoRR, 2023

2022

Fooling polynomials using invariant theory.

Harm Derksen, Emanuele Viola

Electron. Colloquium Comput. Complex., 2022

Quasirandom groups enjoy interleaved mixing.

Harm Derksen, Emanuele Viola

Electron. Colloquium Comput. Complex., 2022

Fooling polynomials using invariant theory^*.

Harm Derksen, Emanuele Viola

Proceedings of the 63rd IEEE Annual Symposium on Foundations of Computer Science, 2022

Subrank and Optimal Reduction of Scalar Multiplications to Generic Tensors.

Harm Derksen, Visu Makam, Jeroen Zuiddam

Proceedings of the 37th Computational Complexity Conference, 2022

2021

Algebraic Methods for Tensor Data.

Neriman Tokcan, Jonathan Gryak, Kayvan Najarian, Harm Derksen

SIAM J. Appl. Algebra Geom., 2021

Maximum Likelihood Estimation for Matrix Normal Models via Quiver Representations.

Harm Derksen, Visu Makam

SIAM J. Appl. Algebra Geom., 2021

A Novel Tropical Geometry-based Interpretable Machine Learning Method: Application in Prognosis of Advanced Heart Failure.

Heming Yao, Harm Derksen, Jessica R. Golbus, Justin Zhang, Keith D. Aaronson, Jonathan Gryak, Kayvan Najarian

CoRR, 2021

Automated detection of acute respiratory distress syndrome from chest X-Rays using Directionality Measure and deep learning features.

Narathip Reamaroon, Michael W. Sjoding, Jonathan Gryak, Brian D. Athey, Kayvan Najarian, Harm Derksen

Comput. Biol. Medicine, 2021

Prediction of cardiac arrhythmia using deterministic probabilistic finite-state automata.

Zhi Li, Harm Derksen, Jonathan Gryak, Cheng Jiang, Zijun Gao, Winston Zhang, Hamid Ghanbari, Pujitha Gunaratne, Kayvan Najarian

Biomed. Signal Process. Control., 2021

Coupled matrix-matrix and coupled tensor-matrix completion methods for predicting drug-target interactions.

Maryam Bagherian, Renaid B. Kim, Cheng Jiang, Maureen A. Sartor, Harm Derksen, Kayvan Najarian

Briefings Bioinform., 2021

Multimodal tensor-based method for integrative and continuous patient monitoring during postoperative cardiac care.

Larry Hernandez, Renaid B. Kim, Neriman Tokcan, Harm Derksen, Ben E. Biesterveld, Alfred Croteau, Aaron M. Williams, Michael Mathis, Kayvan Najarian, Jonathan Gryak

Artif. Intell. Medicine, 2021

2020

Lunar Crater Identification in Digital Images.

John A. Christian, Harm Derksen, Ryan Watkins

CoRR, 2020

Robust segmentation of lung in chest x-ray: applications in analysis of acute respiratory distress syndrome.

Narathip Reamaroon, Michael W. Sjoding, Harm Derksen, Elyas Sabeti, Jonathan Gryak, Ryan P. Barbaro, Brian D. Athey, Kayvan Najarian

BMC Medical Imaging, 2020

2019

Learning Using Concave and Convex Kernels: Applications in Predicting Quality of Sleep and Level of Fatigue in Fibromyalgia.

Elyas Sabeti, Jonathan Gryak, Harm Derksen, Craig Biwer, Sardar Ansari, Howard Isenstein, Anna Kratz, Kayvan Najarian

Entropy, 2019

An exponential lower bound for the degrees of invariants of cubic forms and tensor actions.

Harm Derksen, Visu Makam

CoRR, 2019

Markov Models for Detection of Ventricular Arrhythmia.

Zhi Li, Harm Derksen, Jonathan Gryak, Mohsen Hooshmand, Alexander Wood, Hamid Ghanbari, Pujitha Gunaratne, Kayvan Najarian

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018

A General Theory of Singular Values with Applications to Signal Denoising.

Harm Derksen

SIAM J. Appl. Algebra Geom., 2018

Algorithms for orbit closure separation for invariants and semi-invariants of matrices.

Harm Derksen, Visu Makam

CoRR, 2018

A Novel Atrial Fibrillation Prediction Algorithm Applicable to Recordings from Portable Devices.

Zhi Li, Harm Derksen, Jonathan Gryak, Hamid Ghanbari, Pujitha Gunaratne, Kayvan Najarian

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Supraventricular Tachycardia Detection via Machine Learning Algorithms.

Zhi Li, Harm Derksen, Jonathan Gryak, Mohsen Hooshmand, Alexander Wood, Hamid Ghanbari, Pujitha Gunaratne, Kayvan Najarian

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2016

Denoising by low-rank and sparse representations.

Mansour Nejati, Shadrokh Samavi, Harm Derksen, Kayvan Najarian

J. Vis. Commun. Image Represent., 2016

On the Nuclear Norm and the Singular Value Decomposition of Tensors.

Harm Derksen

Found. Comput. Math., 2016

Real-time detection of intradialytic hypotension using a novel polyvinylidene fluoride based sensor.

Sardar Ansari, Negar Farzaneh, Michael Heung, Kenn R. Oldham, Harm Derksen, Kevin R. Ward, Kayvan Najarian

Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016

2015

Polynomial degree bounds for matrix semi-invariants.

Harm Derksen, Visu Makam

CoRR, 2015

CT image segmentation in traumatic brain injury.

S. Mohamad Reza Soroushmehr, Abhishek Bafna, Steven Schlosser, Kevin Ward, Harm Derksen, Kayvan Najarian

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Region of interest extraction for lossless compression of bone X-ray images.

Salome Kazeminia, Nader Karimi, S. M. Reza Soroushmehr, Shadrokh Samavi, Harm Derksen, Kayvan Najarian

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Robust catheter identification and tracking in X-ray angiographic sequences.

Hamid R. Fazlali, Nader Karimi, S. Mohamad R. Soroushmehr, Shadrokh Samavi, Brahmajee K. Nallamothu, Harm Derksen, Kayvan Najarian

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

On the equivalence between low rank matrix completion and tensor rank.

Harm Derksen

CoRR, 2014

2013

The Graph Isomorphism Problem and approximate categories.

Harm Derksen

J. Symb. Comput., 2013

2008

Estimation of Subspace Arrangements with Applications in Modeling and Segmenting Mixed Data.

Yi Ma, Allen Y. Yang, Harm Derksen, Robert M. Fossum

SIAM Rev., 2008

New Graphs of Finite Mutation Type.

Harm Derksen, Theodore Owen

Electron. J. Comb., 2008

2007

Multimagic Squares.

Harm Derksen, Christian Eggermont, Arno van den Essen

Am. Math. Mon., 2007

Segmentation of Multivariate Mixed Data via Lossy Data Coding and Compression.

Yi Ma, Harm Derksen, Wei Hong, John Wright

IEEE Trans. Pattern Anal. Mach. Intell., 2007

The algebra and statistics of generalized principal component analysis.

Shankar R. Rao, Harm Derksen, Robert M. Fossum, Yi Ma, Andrew Wagner, Allen Y. Yang

Proceedings of the Visual Communications and Image Processing 2007, 2007

Segmentation of multivariate mixed data via lossy coding and compression.

Harm Derksen, Yi Ma, Wei Hong, John Wright

Proceedings of the Visual Communications and Image Processing 2007, 2007

2005

Quantum automata and algebraic groups.

Harm Derksen, Emmanuel Jeandel, Pascal Koiran

J. Symb. Comput., 2005

2004

Error-correcting codes and B_h-sequences.

Harm Derksen

IEEE Trans. Inf. Theory, 2004

2003

The Fundamental Theorem of Algebra and Linear Algebra.

Harm Derksen

Am. Math. Mon., 2003

2000

A Characterization of Min or Max: 10677.

Harm Derksen, Jeremy E. Dawson

Am. Math. Mon., 2000