- Laura Didyk, Brayden Yarish, Michael A. Beck, Christopher P. Bidinosti, Christopher J. Henry:
Strategies and impact of learning curve estimation for CNN-based image classification. CoRR abs/2310.08470 (2023) - Christian Muise, Sheila A. McIlraith, J. Christopher Beck:
PRP Rebooted: Advancing the State of the Art in FOND Planning. CoRR abs/2312.11675 (2023) - 2022
- Arik Senderovich
, Jiachen Zhang, Eldan Cohen
, J. Christopher Beck:
Exploiting Hardware and Software Advances for Quadratic Models of Wind Farm Layout Optimization. IEEE Access 10: 78044-78055 (2022) - Mohammed Eslami
, Amin Espah Borujeni, Hamed Eramian, Mark Weston, George Zheng, Joshua Urrutia
, Carolyn Corbet, Diveena Becker, Paul Maschhoff
, Katie Clowers, Alexander Cristofaro
, Hamid Doost Hosseini, D. Benjamin Gordon, Yuval Dorfan, Jedediah Singer, Matthew Vaughn
, Niall Gaffney, John Fonner, Joe Stubbs
, Christopher A. Voigt, Enoch Yeung:
Prediction of whole-cell transcriptional response with machine learning. Bioinform. 38(2): 404-409 (2022) - Sakib Mostafa, Debajyoti Mondal, Michael A. Beck, Christopher P. Bidinosti, Christopher J. Henry, Ian Stavness:
Leveraging Guided Backpropagation to Select Convolutional Neural Networks for Plant Classification. Frontiers Artif. Intell. 5: 871162 (2022) - Margarita P. Castro
, André Augusto Ciré
, J. Christopher Beck
:
Decision Diagrams for Discrete Optimization: A Survey of Recent Advances. INFORMS J. Comput. 34(4): 2271-2295 (2022) - Ryo Kuroiwa
, Alexander Shleyfman, Chiara Piacentini, Margarita P. Castro
, J. Christopher Beck:
The LM-Cut Heuristic Family for Optimal Numeric Planning with Simple Conditions. J. Artif. Intell. Res. 75: 1477-1548 (2022) - Alan H. Morris
, Christopher Horvat, Brian Stagg, David W. Grainger, Michael Lanspa, James Orme, Terry P. Clemmer, Lindell K. Weaver, Frank Thomas, Colin K. Grissom, Ellie Hirshberg, Thomas D. East, Carrie Jane Wallace, Michael P. Young, Dean F. Sittig
, Mary Suchyta, James E. Pearl, Antinio Pesenti, Michela Bombino, Eduardo Beck, Katherine A. Sward
, Charlene R. Weir
, Shobha Phansalkar, Gordon R. Bernard, B. Taylor Thompson, Roy Brower, Jonathon D. Truwit, Jay S. Steingrub, R. Duncan Hite, Douglas F. Willson, Jerry J. Zimmerman, Vinay Nadkarni, Adrienne G. Randolph, Martha A. Q. Curley, Christopher J. L. Newth, Jacques Lacroix, Michael S. D. Agus, Kang Hoe Lee, Bennett P. deBoisblanc, Frederick Alan Moore, R. Scott Evans, Dean K. Sorenson, Anthony Wong, Michael V. Boland, Willard H. Dere, Alan S. Crandall, Julio C. Facelli, Stanley M. Huff
, Peter J. Haug, Ulrike Pielmeier
, Stephen Edward Rees, Dan S. Karbing
, Steen Andreassen, Eddy Fan, Roberta M. Goldring, Kenneth I Berger, Beno W. Oppenheimer, Eugene Wesley Ely, Brian W. Pickering, David A. Schoenfeld, Irena Tocino, Russell S. Gonnering
, Peter J. Pronovost, Lucy A. Savitz, Didier Dreyfuss, Arthur S. Slutsky, James D. Crapo, Michael R. Pinsky, Brent James, Donald M. Berwick:
Computer clinical decision support that automates personalized clinical care: a challenging but needed healthcare delivery strategy. J. Am. Medical Informatics Assoc. 30(1): 178-194 (2022) - Eugene Vorontsov
, Pavlo Molchanov, Matej Gazda
, Christopher Beckham
, Jan Kautz, Samuel Kadoury
:
Towards annotation-efficient segmentation via image-to-image translation. Medical Image Anal. 82: 102624 (2022) - Margarita P. Castro
, André Augusto Ciré, J. Christopher Beck:
A combinatorial cut-and-lift procedure with an application to 0-1 second-order conic programming. Math. Program. 196(1): 115-171 (2022) - Chelsea Phipps Scott
, Matthew Beckley, Minh Phan, Emily Zawacki
, Christopher J. Crosby
, Viswanath Nandigam
, Ramon Arrowsmith:
Statewide USGS 3DEP Lidar Topographic Differencing Applied to Indiana, USA. Remote. Sens. 14(4): 847 (2022) - Ryo Kuroiwa, J. Christopher Beck:
Biased Exploration for Satisficing Heuristic Search. ICAPS 2022: 213-221 - Ryo Kuroiwa, Alexander Shleyfman, J. Christopher Beck:
LM-Cut Heuristics for Optimal Linear Numeric Planning. ICAPS 2022: 203-212 - Jiachen Zhang, Giovanni Lo Bianco
, J. Christopher Beck:
Solving Job-Shop Scheduling Problems with QUBO-Based Specialized Hardware. ICAPS 2022: 404-412 - Christopher Beckham, Issam H. Laradji, Pau Rodríguez, David Vázquez, Derek Nowrouzezahrai, Christopher Pal:
Overcoming challenges in leveraging GANs for few-shot data augmentation. CoLLAs 2022: 255-280 - Yiqing L. Luo, J. Christopher Beck:
Packing by Scheduling: Using Constraint Programming to Solve a Complex 2D Cutting Stock Problem. CPAIOR 2022: 249-265 - Jiachen Zhang, Giovanni Lo Bianco, J. Christopher Beck:
Model-Based Approaches to Multi-attribute Diverse Matching. CPAIOR 2022: 424-440 - Michael A. Beck, Christopher P. Bidinosti, Christopher J. Henry, Manisha Ajmani:
The TerraByte Client: providing access to terabytes of plant data. CoRR abs/2203.13691 (2022) - Christopher Beckham, Issam H. Laradji, Pau Rodríguez
, David Vázquez, Derek Nowrouzezahrai, Christopher J. Pal:
Challenges in leveraging GANs for few-shot data augmentation. CoRR abs/2203.16662 (2022) - Michael A. Beck, Christopher P. Bidinosti, Christopher J. Henry, Manisha Ajmani:
Investigating classification learning curves for automatically generated and labelled plant images. CoRR abs/2205.10955 (2022) - Alexander E. Krosney, Parsa Sotoodeh, Christopher J. Henry, Michael A. Beck, Christopher P. Bidinosti:
Inside Out: Transforming Images of Lab-Grown Plants for Machine Learning Applications in Agriculture. CoRR abs/2211.02972 (2022) - Christopher Beckham, Alexandre Piché, David Vázquez, Christopher Pal:
Towards good validation metrics for generative models in offline model-based optimisation. CoRR abs/2211.10747 (2022) - Ryo Kuroiwa
, J. Christopher Beck:
Domain-Independent Dynamic Programming: Generic State Space Search for Combinatorial Optimization. CoRR abs/2211.14409 (2022) - Christopher Beckham, Martin Weiss, Florian Golemo, Sina Honari, Derek Nowrouzezahrai, Christopher Pal:
Visual Question Answering From Another Perspective: CLEVR Mental Rotation Tests. CoRR abs/2212.01639 (2022) - Timothy Kluthe, Brett A. Becker, Christopher D. Hundhausen, Ciera Jaspan, Andreas Stefik, Thomas Zimmermann:
Toward Scientific Evidence Standards in Empirical Computer Science (Dagstuhl Seminar 22442). Dagstuhl Reports 12(10): 225-240 (2022) - 2021
- Belen Franch
, Eric F. Vermote, Sergii Skakun
, Andrés Santamaría-Artigas
, Natacha I. Kalecinski
, Jean-Claude Roger
, Inbal Becker-Reshef, Brian Barker
, Chris Justice, José A. Sobrino
:
The ARYA crop yield forecasting algorithm: Application to the main wheat exporting countries. Int. J. Appl. Earth Obs. Geoinformation 104: 102552 (2021) - Simon Weidert, Sebastian Andress, Christoph Linhart
, Eduardo M. Suero, Axel Greiner, Wolfgang Böcker, Christian Kammerlander, Christopher A. Becker
:
Correction to: 3D printing method for next‑day acetabular fracture surgery using a surface filtering pipeline: feasibility and 1‑year clinical results. Int. J. Comput. Assist. Radiol. Surg. 16(4): 703-704 (2021) - Christopher Beck
, Christian Krüger, Jürgen Schorr:
Numerische Analyse einer nasslaufenden permanenterregten Synchronmaschine. Elektrotech. Informationstechnik 138(6): 410-414 (2021) - Alan H. Morris
, Brian Stagg, Michael Lanspa, James Orme, Terry P. Clemmer, Lindell K. Weaver, Frank Thomas, Colin K. Grissom, Ellie Hirshberg, Thomas D. East, Carrie Jane Wallace, Michael P. Young, Dean F. Sittig
, Antonio Pesenti, Michela Bombino, Eduardo Beck, Katherine A. Sward, Charlene R. Weir
, Shobha S. Phansalkar, Gordon R. Bernard, B. Taylor Thompson, Roy Brower, Jonathon D. Truwit, Jay S. Steingrub, R. Duncan Hite, Douglas F. Willson, Jerry J. Zimmerman, Vinay M. Nadkarni, Adrienne Randolph
, Martha A. Q. Curley, Christopher J. L. Newth, Jacques Lacroix, Michael S. D. Agus, Kang H. Lee, Bennett P. deBoisblanc, R. Scott Evans, Dean K. Sorenson, Anthony Wong, Michael V. Boland, David W. Grainger, Willard H. Dere, Alan S. Crandall, Julio C. Facelli, Stanley M. Huff, Peter J. Haug, Ulrike Pielmeier
, Stephen Edward Rees, Dan S. Karbing
, Steen Andreassen, Eddy Fan, Roberta M. Goldring
, Kenneth I. Berger
, Beno W. Oppenheimer, Eugene Wesley Ely, Ognjen Gajic, Brian W. Pickering, David A. Schoenfeld, Irena Tocino, Russell S. Gonnering, Peter J. Pronovost, Lucy A. Savitz, Didier Dreyfuss, Arthur S. Slutsky, James D. Crapo, Derek C. Angus, Michael R. Pinsky, Brent James, Donald M. Berwick:
Enabling a learning healthcare system with automated computer protocols that produce replicable and personalized clinician actions. J. Am. Medical Informatics Assoc. 28(6): 1330-1344 (2021) - Steve C. N. Hui, Mark Mikkelsen
, Helge J. Zöllner, Vishwadeep Ahluwalia, Sarael Alcauter, Laima Baltusis, Deborah A. Barany
, Laura R. Barlow, Robert Becker
, Jeffrey I. Berman, Adam Berrington, Pallab K. Bhattacharyya, Jakob Udby Blicher
, Wolfgang Bogner
, Mark S. Brown, Vince D. Calhoun
, Ryan Castillo, Kim M. Cecil, Richard A. E. Edden, Yeo Bi Choi, Winnie C. W. Chu
, William T. Clarke, Alexander R. Craven
, Koen Cuypers, Michael Dacko, Camilo de la Fuente-Sandoval
, Patricia Desmond, Aleksandra Domagalik, Julien Dumont, Niall W. Duncan, Ulrike Dydak, Katherine Dyke, David A. Edmondson
, Gabriele Ende, Lars Ersland, C. John Evans, Alan S. R. Fermin, Antonio Ferretti, Ariane Fillmer
, Tao Gong, Ian Greenhouse, James T. Grist, Meng Gu, Ashley D. Harris, Katarzyna Hat
, Stefanie Heba, Eva Heckova
, John P. Hegarty
, Kirstin-Friederike Heise, Shiori Honda, Aaron Jacobson, Jacobus F. A. Jansen, Christopher W. Jenkins
, Stephen J. Johnston, Christoph Juchem, Alayar Kangarlu, Adam B. Kerr, Karl Landheer, Thomas Lange, Phil Lee, Swati Rane Levendovszky, Catherine Limperopoulos, Feng Liu
, William Lloyd, David J. Lythgoe
, Maro G. Machizawa
, Erin L. MacMillan, Richard J. Maddock, Andrei V. Manzhurtsev, María L. Martinez-Gudino, Jack J. Miller
, Heline Mirzakhanian, Marta Moreno-Ortega, Paul G. Mullins, Shinichiro Nakajima, Jamie Near, Ralph Noeske, Wibeke Nordhøy, Georg Oeltzschner, Raul Osorio-Duran, María Concepción García Otaduy
, Erick H. Pasaye, Ronald Peeters
, Scott J. Peltier, Ulrich Pilatus, Nenad Polomac, Eric C. Porges, Subechhya Pradhan, James Joseph Prisciandaro, Nicolaas A. Puts, Caroline D. Rae
, Francisco Reyes-Madrigal
, Timothy P. L. Roberts, Caroline E. Robertson, Jens T. Rosenberg, Diana-Georgiana Rotaru, Ruth L. O'Gorman Tuura, Muhammad G. Saleh, Kristian Sandberg
, Ryan Sangill, Keith Schembri, Anouk Schrantee
, Natalia A. Semenova, Debra Singel, Rouslan Sitnikov
, Jolinda Smith, Yulu Song, Craig E. L. Stark, Diederick Stoffers, Stephan P. Swinnen
, Rongwen Tain, Costin Tanase, Sofie Tapper
, Martin Tegenthoff, Thomas Thiel, Marc Thioux, Peter Truong, Pim van Dijk
, Nolan Vella, Rishma Vidyasagar, Andrej Vovk, Guangbin Wang, Lars T. Westlye, Timothy K. Wilbur, William R. Willoughby, Martin Wilson
, Hans-Jörg Wittsack, Adam J. Woods, Yen-Chien Wu, Junqian Xu, Maria Yanez Lopez
, David Ka Wai Yeung, Qun Zhao, Xiaopeng Zhou, Gasper Zupan:
Frequency drift in MR spectroscopy at 3T. NeuroImage 241: 118430 (2021)