|
1.
|
|
22 p, 2.5 MB |
A Hybrid Simulation and Reinforcement Learning Algorithm for Enhancing Efficiency in Warehouse Operations
/
Leon, Jonas F. (Universitat Oberta de Catalunya. Departament d'Informàtica, Multimèdia i Telecomunicació) ;
Li, Yuda (Universitat Politècnica de València. Research Center on Production Management and Engineering) ;
Martin, Xabier A (Universitat Politècnica de València. Research Center on Production Management and Engineering) ;
Calvet Liñan, Laura (Universitat Autònoma de Barcelona. Departament d'Enginyeria de Sistemes i Telecomunicacions) ;
Panadero, Javier (Universitat Autònoma de Barcelona. Departament d'Arquitectura de Computadors i Sistemes Operatius) ;
Juan, Ángel A (Universitat Politècnica de València. Research Center on Production Management and Engineering)
The use of simulation and reinforcement learning can be viewed as a flexible approach to aid managerial decision-making, particularly in the face of growing complexity in manufacturing and logistic systems. [...]
2023 -  10.3390/a16090408
Algorithms, Vol. 16, Issue 9 (September 2023) , art. 408
|
|
|
2.
|
|
17 p, 4.1 MB |
Enhancing Carsharing Experiences for Barcelona Citizens with Data Analytics and Intelligent Algorithms
/
Herrera, Erika M. (Universitat Oberta de Catalunya. Departament d'Informàtica) ;
Calvet Liñan, Laura (Universitat Autònoma de Barcelona. Departament de Telecomunicació i Enginyeria de Sistemes) ;
Ghorbani, Elnaz (Universitat Oberta de Catalunya. Departament d'Informàtica) ;
Panadero, Javier (Universitat Politècnica de Catalunya. Departament de Gestió) ;
Juan, Ángel A (Euncet Business School. Departament de Gestió)
Carsharing practices are spreading across many cities in the world. This paper analyzes real-life data obtained from a private carsharing company operating in the city of Barcelona, Spain. After describing the main trends in the data, machine learning and time-series analysis methods are employed to better understand citizens' needs and behavior, as well as to make predictions about the evolution of their demand for this service. [...]
2023 - 10.3390/computers12020033
Computers, Vol. 12, Issue 2 (February 2023) , art. 33
|
|
|
3.
|
|
22 p, 2.1 MB |
A semi-agnostic ansatz with variable structure for variational quantum algorithms
/
Bilkis, Matias (Universitat Autònoma de Barcelona. Departament de Física) ;
Cerezo, Marco (Los Alamos National Laboratory. Center for Nonlinear Studies) ;
Verdon, Guillaume (University of Waterloo. Institute for Quantum Computing) ;
Coles, Patrick (Los Alamos National Laboratory. Theoretical Division) ;
Cincio, Lukasz (Los Alamos National Laboratory. Theoretical Division)
Quantum machine learning-and specifically Variational Quantum Algorithms (VQAs)-offers a powerful, flexible paradigm for programming near-term quantum computers, with applications in chemistry, metrology, materials science, data science, and mathematics. [...]
2023 - 10.1007/s42484-023-00132-1
Quantum machine intelligence, Vol. 5, Issue 2 (December 2023) , art. 43
|
|
|
4.
|
|
63 p, 25.7 MB |
A draft human pangenome reference
/
Liao, Wen-Wei (Washington University School of Medicine) ;
Asri, Mobin (University of California) ;
Ebler, Jana (Heinrich Heine University) ;
Doerr, Daniel (Heinrich Heine University) ;
Haukness, Marina (University of California) ;
Hickey, Glenn (University of California) ;
Lu, Shuangjia (Yale University School of Medicine) ;
Lucas, Julian K. (University of California) ;
Monlong, Jean (University of California) ;
Abel, Haley J. (Washington University School of Medicine) ;
Buonaiuto, Silvia (Consiglio Nazionale delle Ricerche. Istituto di Genetica e Biofisica) ;
Chang, Xian H. (University of California) ;
Cheng, Haoyu (Harvard Medical School) ;
Chu, Justin (Dana-Farber Cancer Institute (Boston, Estats Units d'Amèrica)) ;
Colonna, Vincenza (University of Tennessee Health Science Center) ;
Eizenga, Jordan (University of California) ;
Feng, Xiaowen (Harvard Medical School) ;
Fischer, Christian (University of Tennessee Health Science Center) ;
Fulton, Robert S. (Washington University School of Medicine) ;
Garg, Shilpa (Technical University of Denmark) ;
Groza, Cristian (McGill University) ;
Guarracino, Andrea (Tecnopolo umano. Centro di ricerca sulla genomica) ;
Harvey, William T. (University of Washington School of Medicine) ;
Heumos, Simon (University of Tübingen) ;
Howe, Kerstin (Wellcome Trust Sanger Institute (Regne Unit)) ;
Jain, Miten (Northeastern University (USA)) ;
Lu, Tsung-Yu (University of Southern California) ;
Markello, Charles (University of California) ;
Martin, Fergal J. (Wellcome Genome Campus (UK)) ;
Mitchell, Matthew W. (Coriell Institute for Medical Research (USA)) ;
Munson, Katherine M. (University of Washington School of Medicine) ;
Mwaniki, Moses Njagi (Università di Pisa) ;
Novak, Adam M. (University of California) ;
Olsen, Hugh E. (University of California) ;
Pesout, Trevor (University of California) ;
Porubsky, David (University of Washington School of Medicine) ;
Prins, Pjotr (University of Tennessee Health Science Center) ;
Sibbesen, Jonas A. (University of Copenhagen) ;
Sirén, Jouni (University of California) ;
Tomlinson, Chad (Washington University School of Medicine) ;
Villani, Flavia (University of Tennessee Health Science Center) ;
Vollger, Mitchell R. (University of Washington School of Medicine) ;
Antonacci-Fulton, Lucinda L. (Washington University School of Medicine) ;
Baid, Gunjan (Google (USA)) ;
Baker, Carl A. (University of Washington School of Medicine) ;
Belyaeva, Anastasiya (Google (USA)) ;
Billis, Konstantinos (Wellcome Genome Campus (UK)) ;
Carroll, Andrew (Google (USA)) ;
Chang, Pi-Chuan (Google (USA)) ;
Cody, Sarah (Washington University School of Medicine) ;
Cook, Daniel E. (Google (USA)) ;
Cook-Deegan, Robert M. (Arizona State University) ;
Cornejo, Omar E. (University of California) ;
Diekhans, Mark (University of California) ;
Ebert, Peter (Heinrich Heine University) ;
Fairley, Susan (Wellcome Genome Campus (UK)) ;
Fedrigo, Olivier (The Rockefeller University) ;
Felsenfeld, Adam L. (National Institutes of Health (USA)) ;
Formenti, Giulio (The Rockefeller University) ;
Frankish, Adam (Wellcome Genome Campus (UK)) ;
Gao, Yan (The Children's Hospital of Philadelphia) ;
Garrison, Nanibaa' A. (University of California) ;
Giron, Carlos Garcia (Wellcome Genome Campus (UK)) ;
Green, Richard E. (Dovetail Genomics) ;
Haggerty, Leanne (Wellcome Genome Campus (UK)) ;
Hoekzema, Kendra (University of Washington School of Medicine) ;
Hourlier, Thibaut (Wellcome Genome Campus (UK)) ;
Ji, Hanlee P. (Stanford University School of Medicine) ;
Kenny, Eimear E. (Icahn School of Medicine at Mount Sinai) ;
Koenig, Barbara A. (University of California) ;
Kolesnikov, Alexey (Google (USA)) ;
Korbel, Jan O. (European Molecular Biology Laboratory) ;
Kordosky, Jennifer (University of Washington School of Medicine) ;
Koren, Sergey (National Institutes of Health (USA)) ;
Lee, HoJoon (Stanford University School of Medicine) ;
Lewis, Alexandra P. (University of Washington School of Medicine) ;
Magalhães, Hugo (Heinrich Heine University) ;
Marco-Sola, Santiago (Universitat Autònoma de Barcelona. Departament d'Arquitectura de Computadors i Sistemes Operatius) ;
Marijon, Pierre (Heinrich Heine University) ;
McCartney, Ann (National Institutes of Health (USA)) ;
McDaniel, Jennifer (National Institute of Standards and Technology (USA)) ;
Mountcastle, Jacquelyn (The Rockefeller University) ;
Nattestad, Maria (Google (USA)) ;
Nurk, Sergey (National Institutes of Health (USA)) ;
Olson, Nathan D. (National Institute of Standards and Technology (USA)) ;
Popejoy, Alice B. (University of California) ;
Puiu, Daniela (Johns Hopkins University) ;
Rautiainen, Mikko (National Institutes of Health (USA)) ;
Regier, Allison A. (Washington University School of Medicine) ;
Rhie, Arang (National Institutes of Health (USA)) ;
Sacco, Samuel (University of California) ;
Sanders, Ashley D. (Max Delbrück Center for Molecular Medicine in the Helmholtz Association) ;
Schneider, Valerie A. (National Institutes of Health (USA)) ;
Schultz, Baergen I. (National Institutes of Health (USA)) ;
Shafin, Kishwar (Google (USA)) ;
Smith, Michael W. (National Institutes of Health (USA)) ;
Sofia, Heidi J. (National Institutes of Health (USA)) ;
Abou Tayoun, Ahmad N. (Mohammed Bin Rashid University of Medicine and Health Sciences) ;
Thibaud-Nissen, Françoise (National Institutes of Health (USA)) ;
Tricomi, Francesca Floriana (Wellcome Genome Campus (UK)) ;
Wagner, Justin (National Institute of Standards and Technology (USA)) ;
Walenz, Brian (National Institutes of Health (USA)) ;
Wood, Jonathan M. D. (Wellcome Trust Sanger Institute (Regne Unit)) ;
Zimin, Aleksey V. (Johns Hopkins University) ;
Bourque, Guillaume (Kyoto University) ;
Chaisson, Mark (University of Southern California) ;
Flicek, Paul (Wellcome Genome Campus (UK)) ;
Phillippy, Adam M. (National Institutes of Health (USA)) ;
Zook, Justin M. (National Institute of Standards and Technology (USA)) ;
Eichler, Evan E. (Howard Hughes Medical Institute) ;
Haussler, David (Howard Hughes Medical Institute) ;
Wang, Ting (Washington University School of Medicine) ;
Jarvis, Erich (The Rockefeller University) ;
Miga, Karen H. (University of California) ;
Garrison, Erik (University of Tennessee Health Science Center) ;
Marschall, Tobias (Heinrich Heine University) ;
Hall, Ira M. (Yale University School of Medicine) ;
Li, Heng (Harvard Medical School) ;
Paten, Benedict (University of California)
Here the Human Pangenome Reference Consortium presents a first draft of the human pangenome reference. The pangenome contains 47 phased, diploid assemblies from a cohort of genetically diverse individuals1. [...]
2023 - 10.1038/s41586-023-05896-x
Nature, Vol. 617 (May 2023) , p. 312-324
|
|
|
5.
|
|
|
6.
|
|
15 p, 711.9 KB |
Synthetic generation of spatial graphs
/
Torra i Reventós, Vicenç (University of Skövde) ;
Jonsson, Annie (University of Skövde) ;
Navarro-Arribas, Guillermo (Universitat Autònoma de Barcelona. Departament d'Enginyeria de la Informació i de les Comunicacions) ;
Salas, Julián (Universitat Oberta de Catalunya. Internet Interdisciplinary Institute (IN3))
Graphs can be used to model many different types of interaction networks, for example, online social networks or animal transport networks. Several algorithms have thus been introduced to build graphs according to some predefined conditions. [...]
2018 - 10.1002/int.22034
International Journal of Intelligent Systems, Vol. 33, Issue 12 (December 2018) , p. 2364-2378
|
|
|
7.
|
|
6 p, 488.4 KB |
Reducing data dependencies in the feedback loop of the CCSDS 123.0-B-2 predictor
/
Sánchez, Antonio José (Universidad de Las Palmas de Gran Canaria. Instituto Universitario de Microelectrónica Aplicada) ;
Blanes Garcia, Ian (Universitat Autònoma de Barcelona. Departament d'Enginyeria de la Informació i de les Comunicacions) ;
Barrios, Yubal (Universidad de Las Palmas de Gran Canaria. Instituto Universitario de Microelectrónica Aplicada) ;
Hernández-Cabronero, Miguel (Universitat Autònoma de Barcelona. Departament d'Enginyeria de la Informació i de les Comunicacions) ;
Bartrina Rapesta, Joan (Universitat Autònoma de Barcelona. Departament d'Enginyeria de la Informació i de les Comunicacions) ;
Serra Sagristà, Joan (Universitat Autònoma de Barcelona. Departament d'Enginyeria de la Informació i de les Comunicacions) ;
Sarmiento, Roberto (Universidad de Las Palmas de Gran Canaria. Instituto Universitario de Microelectrónica Aplicada)
On-board multi- and hyperspectral instruments acquire large volumes of data that need to be processed with the limited computational and storage resources. In this context, the CCSDS 123. 0-B-2 standard emerges as an interesting option to compress multi- and hyperspectral images on-board satellites, supporting both lossless and near-lossless compression with low complexity and reduced power consumption. [...]
2022 - 10.1109/LGRS.2022.3213975
IEEE Geoscience and Remote Sensing Letters, Vol. 19 (October 2022) , art. 6014505
|
|
|
8.
|
|
|
9.
|
|
|
10.
|
|
10 p, 2.4 MB |
Sarcoma classification by DNA methylation profiling
/
Koelsche, Christian (Heidelberg University Hospital (Alemanya)) ;
Schrimpf, Daniel (German Cancer Research Center) ;
Stichel, Damian (German Cancer Research Center) ;
Sill, Martin (German Cancer Research Center) ;
Sahm, Felix (German Cancer Research Center) ;
Reuss, David E. (German Cancer Research Center) ;
Blattner, Mirjam (German Cancer Research Center) ;
Worst, Barbara (Heidelberg University Hospital (Alemanya)) ;
Heilig, Christoph E. (German Cancer Consortium) ;
Beck, Katja (German Cancer Research Center) ;
Horak, Peter (German Cancer Consortium) ;
Kreutzfeldt, Simon (German Cancer Consortium) ;
Paff, Elke (Heidelberg University Hospital (Alemanya)) ;
Stark, Sebastian (Heidelberg University Hospital (Alemanya)) ;
Johann, Pascal (Heidelberg University Hospital (Alemanya)) ;
Selt, Florian (German Cancer Research Center) ;
Ecker, Jonas (German Cancer Research Center) ;
Sturm, Dominik (Heidelberg University Hospital (Alemanya)) ;
Pajtler, Kristian W. (Heidelberg University Hospital (Alemanya)) ;
Reinhardt, Annekathrin (German Cancer Research Center) ;
Wefers, Annika K. (German Cancer Research Center) ;
Sievers, Philipp (German Cancer Research Center) ;
Ebrahimi, Azadeh (German Cancer Research Center) ;
Suwala, Abigail (German Cancer Research Center) ;
Fernández-Klett, Francisco (German Cancer Research Center) ;
Casalini, Belén (German Cancer Research Center) ;
Korshunov, Andrey (German Cancer Research Center) ;
Hovestadt, Volker (Harvard Medical School) ;
Kommoss, Felix K.F. (DHeidelberg University Hospital) ;
Kriegsmann, Mark (Heidelberg University Hospital (Alemanya)) ;
Schick, Matthias (German Cancer Research Center) ;
Bewerunge-Hudler, Melanie (German Cancer Research Center) ;
Milde, Till (German Cancer Research Center) ;
Witt, Olaf (German Cancer Research Center) ;
Kulozik, Andreas E. (eidelberg University Hospital) ;
Kool, Marcel (German Cancer Research Center) ;
Romero-Pérez, Laura (LMU Munich) ;
Grünewald, Thomas G.P. (LMU Munich) ;
Kirchner, Thomas (LMU Munich) ;
Wick, Wolfgang (German Cancer Research Center) ;
Platten, Michael (German Cancer Research Center) ;
Unterberg, Andreas (Heidelberg University Hospital (Alemanya)) ;
Uhl, Matthias (Heidelberg Institute of Radiation Oncology) ;
Abdollahi, Amir (German Cancer Research Center) ;
Debus, Jürgen (German Cancer Research Center) ;
Lehner, Burkhard (Heidelberg University Hospital (Alemanya)) ;
Thomas, Christian (University Hospital of Münster (Alemanya)) ;
Hasselblatt, Martin (University Hospital of Münster (Alemanya)) ;
Paulus, Werner (University Hospital of Münster (Alemanya)) ;
Hartmann, Christian (Hannover Medical School) ;
Staszewski, Ori (University of Freiburg) ;
Prinz, Marco (University of Freiburg) ;
Hench, Jürgen (University Hospital Basel (Basilea, Suïssa)) ;
Frank, Stephan (University Hospital Basel (Basilea, Suïssa)) ;
Versleijen-Jonkers, Yvonne M.H. (Radboud University Medical Center) ;
Weidema, Marije E. (Radboud University Medical Center) ;
Mentzel, Thomas (Dermatopathology Bodensee) ;
Griewank, Klaus (University Duisburg-Essen) ;
De Álava, Enrique (Universidad de Sevilla) ;
Díaz-Martín, Juan (Instituto de Biomedicina de Sevilla) ;
Idoate Gastearena, Miguel A. (Clínica Universidad de Navarra) ;
Chang, Kenneth Tou-En (Department of Pathology and Laboratory Medicine. KK Women's and Children's Hospital) ;
Low, Sharon Yin Yee (National Neuroscience Institute (Singapur)) ;
Cuevas-Bourdier, Adrian (Laboratoire National de Santé (França)) ;
Mittelbronn, Michel (Luxembourg Institute of Health) ;
Mynarek, Martin (University Medical Center Hamburg-Eppendorf) ;
Rutkowski, Stefan (University Medical Center Hamburg-Eppendorf) ;
Schüller, Ulrich (Research Institute Children's Cancer Center Hamburg) ;
Mautner, Viktor F. (University Medical Center Hamburg-Eppendorf) ;
Schittenhelm, Jens (Institute of Pathology and Neuropathology. University Hospital of Tübingen) ;
Serrano, Jonathan (New York University School of Medicine) ;
Snuderl, Matija (New York University School of Medicine) ;
Büttner, Reinhard (Uniklinik Köln (Colònia, Alemanya)) ;
Klingebiel, Thomas (University Children's Hospital) ;
Buslei, Rolf (Sozialstiftung Bamberg. Klinikum am Bruderwald) ;
Gessler, Manfred (Würzburg University) ;
Wesseling, Pieter (Amsterdam University Medical Centers/VUmc) ;
Dinjens, Winand N.M. (Erasmus MC Cancer Institute) ;
Brandner, Sebastian (University College London Hospitals NHS Foundation Trust) ;
Jaunmuktane, Zane (University College London) ;
Lyskjær, Iben (University College London) ;
Schirmacher, Peter (Heidelberg University Hospital (Alemanya)) ;
Stenzinger, Albretch (Heidelberg University Hospital (Alemanya)) ;
Brors, Benedikt (German Cancer Research Center) ;
Glimm, Hanno (German Cancer Consortium) ;
Heining, Christoph (German Cancer Consortium) ;
Tirado, Oscar M. (Institut d'Investigació Biomèdica de Bellvitge) ;
Sáinz-Jaspeado, Miguel (Institut d'Investigació Biomèdica de Bellvitge) ;
Mora, Jaume (Hospital Sant Joan de Déu (Barcelona, Catalunya)) ;
Alonso, Javier (Instituto de Salud Carlos III) ;
Garcia del Muro, Xavier (Institut d'Investigació Biomèdica de Bellvitge) ;
Moran, S (Institut d'Investigació Biomèdica de Bellvitge) ;
Esteller, M (Institut Germans Trias i Pujol. Institut de Recerca contra la Leucèmia Josep Carreras) ;
Benhamida, Jamal K. (Memorial Sloan Kettering Cancer Center) ;
Ladanyi, Marc (Department of Pathology. Memorial Sloan Kettering Cancer Center) ;
Wardelmann, Eva (University Hospital of Münster (Alemanya)) ;
Antonescu, Cristina (Memorial Sloan Kettering Cancer Center) ;
Flanagan, Adrienne (University College London Cancer Institute) ;
Dirksen, Uta (University Duisburg-Essen) ;
Hohenberger, Peter (University of Heidelberg) ;
Baumhoer, Daniel (University Hospital Basel (Basilea, Suïssa)) ;
Hartmann, Wolfgang (University Hospital of Münster (Alemanya)) ;
Vokuhl, Christian (Universitätsklinikum Schleswig-Holstein (Alemanya)) ;
Flucke, Uta (Radboud University Medical Center) ;
Petersen, Iver (Institute of Pathology) ;
Mechtersheimer, Gunhild (Heidelberg University Hospital (Alemanya)) ;
Capper, David (Charité - Universitätsmedizin Berlin) ;
Jones, David T.W. (PGerman Cancer Research Center) ;
Fröhling, Stefan (German Cancer Consortium) ;
Pfister, Stefan M. (Heidelberg University Hospital (Alemanya)) ;
von Deimling, Andreas (German Cancer Research Center)
Sarcomas are malignant soft tissue and bone tumours affecting adults, adolescents and children. They represent a morphologically heterogeneous class of tumours and some entities lack defining histopathological features. [...]
2021 - 10.1038/s41467-020-20603-4
Nature communications, Vol. 12 Núm. 1 (january 2021) , p. 498
|
|
guest ::
email alert
or subscribe to the 
RSS feed.
