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Denial-of Service (DoS) Attack Detection Using Edge Machine Learning. ICMLA 2023: 1741-1745 - Dmitry Ivanov, Alexey Babushkin, Saveliy Grigoryev, Pavel Iatchenii, Vladislav Kalugin, Egor Kichin, Egor Kulikov, Aleksandr Misonizhnik, Dmitry Mordvinov, Sergey Morozov, Olga Naumenko, Alexey Pleshakov, Pavel Ponomarev, Svetlana Shmidt, Alexey Utkin, Vadim Volodin, Arseniy Volynets:
UnitTestBot: Automated Unit Test Generation for C Code in Integrated Development Environments. ICSE Companion 2023: 380-384 - Daniela L. Freire, Alex Marino Gonçalves de Almeida, Márcio de Souza Dias, Adriano Rivolli, Fabíola S. F. Pereira, Giliard Almeida de Godoi, André C. P. L. F. de Carvalho:
Threshold-Based Classification to Enhance Confidence in Open Set of Legal Texts. IDEAL 2023: 269-280 - Diana Pineda, Ricardo Harrilal-Parchment, Kemal Akkaya, Ahmed S. Ibrahim, Alexander Perez-Pons:
Design and Analysis of an Open-Source SDN-based 5G Standalone Testbed. INFOCOM Workshops 2023: 1-6 - Edresson Casanova, Christopher Shulby, Alexander Korolev, Arnaldo Cândido Júnior, Anderson da Silva Soares, Sandra M. Aluísio, Moacir Antonelli Ponti:
ASR data augmentation in low-resource settings using cross-lingual multi-speaker TTS and cross-lingual voice conversion. INTERSPEECH 2023: 1244-1248 - Diana Gutierrez, William Ocampo, Adriaan Jansen, Alexander Perez-Pons:
Memory Extraction of an Emulated STM-32 Blue Pill for Anomaly Detection. IOTSMS 2023: 133-140 - Diana Gutierrez, William Ocampo, Alexander Perez-Pons, Himanshu Upadhyay, Santosh Joshi:
Virtualization and Validation of Emulated STM-32 Blue Pill Using the QEMU Open-Source Framework. ISDFS 2023: 1-6 - Alexis Jensen, Thomas Chatagnon, Niloofar Khoshsiyar, Daniele Reda, Michiel van de Panne, Charles Pontonnier, Julien Pettré:
Physical Simulation of Balance Recovery after a Push. MIG 2023: 23:1-23:11 - Diana Pineda, Ricardo Harrilal-Parchment, Kemal Akkaya, Alexander Perez-Pons:
SDN-based GTP-U Traffic Analysis for 5G Networks. NOMS 2023: 1-4 - David Llanio Reyes, Alexander Perez-Pons, Rogelio Bofill Dean:
Anomaly Detection in Embedded Devices Through Hardware Introspection. SVCC 2023: 1-7 - Dañiel Gerhardt, Alexander Ponticello, Adrian Dabrowski, Katharina Krombholz:
Investigating Verification Behavior and Perceptions of Visual Digital Certificates. USENIX Security Symposium 2023: 3565-3582 - Saddek Bensalem, Panagiotis Katsaros, Dejan Nickovic, Brian Hsuan-Cheng Liao, Ricardo Ruiz Nolasco, Mohamed Abd El Salam Ahmed, Tewodros A. Beyene, Filip Cano, Antoine Delacourt, Hasan Esen, Alexandru Forrai, Weicheng He, Xiaowei Huang, Nikolaos Kekatos, Bettina Könighofer, Michael Paulitsch, Doron Peled, Matthieu Ponchant, Lev Sorokin, Son Tong, Changshun Wu:
Continuous Engineering for Trustworthy Learning-Enabled Autonomous Systems. AISoLA 2023: 256-278 - Ben Goertzel, Matt Iklé, Alexey Potapov, Denis K. Ponomaryov:
Artificial General Intelligence - 15th International Conference, AGI 2022, Seattle, WA, USA, August 19-22, 2022, Proceedings. Lecture Notes in Computer Science 13539, Springer 2023, ISBN 978-3-031-19906-6 [contents] - Irena Koprinska, Paolo Mignone, Riccardo Guidotti, Szymon Jaroszewicz, Holger Fröning, Francesco Gullo, Pedro M. Ferreira, Damian Roqueiro, Gaia Ceddia, Slawomir Nowaczyk, João Gama, Rita P. Ribeiro, Ricard Gavaldà, Elio Masciari, Zbigniew W. Ras, Ettore Ritacco, Francesca Naretto, Andreas Theissler, Przemyslaw Biecek, Wouter Verbeke, Gregor Schiele, Franz Pernkopf, Michaela Blott, Ilaria Bordino, Ivan Luciano Danesi, Giovanni Ponti, Lorenzo Severini, Annalisa Appice, Giuseppina Andresini, Ibéria Medeiros, Guilherme Graça, Lee A. D. Cooper, Naghmeh Ghazaleh, Jonas Richiardi, Diego Saldana Miranda, Konstantinos Sechidis, Arif Canakoglu, Sara Pidò, Pietro Pinoli, Albert Bifet, Sepideh Pashami:
Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2022, Grenoble, France, September 19-23, 2022, Proceedings, Part I. Communications in Computer and Information Science 1752, Springer 2023, ISBN 978-3-031-23617-4 [contents] - Irena Koprinska, Paolo Mignone, Riccardo Guidotti, Szymon Jaroszewicz, Holger Fröning, Francesco Gullo, Pedro M. Ferreira, Damian Roqueiro, Gaia Ceddia, Slawomir Nowaczyk, João Gama, Rita P. Ribeiro, Ricard Gavaldà, Elio Masciari, Zbigniew W. Ras, Ettore Ritacco, Francesca Naretto, Andreas Theissler, Przemyslaw Biecek, Wouter Verbeke, Gregor Schiele, Franz Pernkopf, Michaela Blott, Ilaria Bordino, Ivan Luciano Danesi, Giovanni Ponti, Lorenzo Severini, Annalisa Appice, Giuseppina Andresini, Ibéria Medeiros, Guilherme Graça, Lee A. D. Cooper, Naghmeh Ghazaleh, Jonas Richiardi, Diego Saldana Miranda, Konstantinos Sechidis, Arif Canakoglu, Sara Pidò, Pietro Pinoli, Albert Bifet, Sepideh Pashami:
Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2022, Grenoble, France, September 19-23, 2022, Proceedings, Part II. Communications in Computer and Information Science 1753, Springer 2023, ISBN 978-3-031-23632-7 [contents] - Natalia Ponomareva, Hussein Hazimeh, Alex Kurakin, Zheng Xu, Carson Denison, H. Brendan McMahan, Sergei Vassilvitskii, Steve Chien, Abhradeep Thakurta:
How to DP-fy ML: A Practical Guide to Machine Learning with Differential Privacy. CoRR abs/2303.00654 (2023) - Hugo Laurençon, Lucile Saulnier, Thomas Wang, Christopher Akiki, Albert Villanova del Moral, Teven Le Scao, Leandro von Werra, Chenghao Mou, Eduardo González Ponferrada, Huu Nguyen, Jörg Frohberg, Mario Sasko, Quentin Lhoest, Angelina McMillan-Major, Gérard Dupont, Stella Biderman, Anna Rogers, Loubna Ben Allal, Francesco De Toni, Giada Pistilli, Olivier Nguyen, Somaieh Nikpoor, Maraim Masoud, Pierre Colombo, Javier de la Rosa, Paulo Villegas, Tristan Thrush, Shayne Longpre, Sebastian Nagel, Leon Weber, Manuel Muñoz, Jian Zhu, Daniel van Strien, Zaid Alyafeai, Khalid Almubarak, Minh Chien Vu, Itziar Gonzalez-Dios, Aitor Soroa, Kyle Lo, Manan Dey, Pedro Ortiz Suarez, Aaron Gokaslan, Shamik Bose, David Ifeoluwa Adelani, Long Phan, Hieu Tran, Ian Yu, Suhas Pai, Jenny Chim, Violette Lepercq, Suzana Ilic, Margaret Mitchell, Sasha Luccioni, Yacine Jernite:
The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual Dataset. CoRR abs/2303.03915 (2023) - Ricardo Harrilal-Parchment, Diana Pineda, Kemal Akkaya, Abdullah Aydeger, Alexander Perez-Pons:
Bringing DNS Service to 5G Edge for Reduced Latencies in mMTC Applications. CoRR abs/2305.19451 (2023) - Alexey Kurakin, Natalia Ponomareva, Umar Syed, Liam MacDermed, Andreas Terzis:
Harnessing large-language models to generate private synthetic text. CoRR abs/2306.01684 (2023) - Mingyu Derek Ma, Alexander K. Taylor, Nuan Wen, Yanchen Liu, Po-Nien Kung, Wenna Qin, Shicheng Wen, Azure Zhou, Diyi Yang, Xuezhe Ma, Nanyun Peng, Wei Wang:
MIDDAG: Where Does Our News Go? Investigating Information Diffusion via Community-Level Information Pathways. CoRR abs/2310.02529 (2023) - Diogo Cruz, Edoardo Pona, Alex Holness-Tofts, Elias Schmied, Víctor Abia Alonso, Charlie Griffin, Bogdan-Ionut Cirstea:
Reinforcement Learning Fine-tuning of Language Models is Biased Towards More Extractable Features. CoRR abs/2311.04046 (2023) - 2022
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Investigation of Temperature Sensing Capabilities of GaN/SiC and GaN/Sapphire Surface Acoustic Wave Devices. IEEE Access 10: 741-752 (2022) - Valérie de Crécy-Lagard, Rocio Amorin de Hegedus, Cecilia N. Arighi, Jill Babor, Alex Bateman, Ian Blaby, Crysten Blaby-Haas, Alan J. Bridge, Stephen K. Burley, Stacey Cleveland, Lucy J. Colwell, Ana Conesa, Christian Dallago, Antoine Danchin, Anita de Waard, Adam Deutschbauer, Raquel Dias, Yousong Ding, Gang Fang, Iddo Friedberg, John Gerlt, Joshua Goldford, Mark Gorelik, Benjamin M. Gyori, Christopher S. Henry, Geoffrey Hutinet, Marshall Jaroch, Peter D. Karp, Liudmyla Kondratova, Zhiyong Lu, Aron Marchler-Bauer, Maria Jesus Martin, Claire D. McWhite, Gaurav D. Moghe, Paul Monaghan, Anne Morgat, Christopher J. Mungall, Darren A. Natale, William C. Nelson, Seán I. O'Donoghue, Christine A. Orengo, Katherine H. O'Toole, Predrag Radivojac, Colbie Reed, Richard J. Roberts, Dmitri Rodionov, Irina A. Rodionova, Jeffrey DePons, Lana Saleh, Gloria M. Sheynkman, Françoise Thibaud-Nissen, Paul D. Thomas, Peter Uetz, David Vallenet, Erica Watson Carter, Peter Weigele, Valerie Wood, Elisha M. Wood-Charlson, Jin Xu:
A roadmap for the functional annotation of protein families: a community perspective. Database J. Biol. Databases Curation 2022(2022) (2022) - Alexander Churkin, Yann Ponty, Danny Barash:
IndelsRNAmute: predicting deleterious multiple point substitutions and indels mutations. BMC Bioinform. 23-S(8): 424 (2022) - Alexandre de Fátima Cobre, Monica Surek, Dile Pontarolo Stremel, Mariana Millan Fachi, Helena Hiemisch Lobo Borba, Fernanda Stumpf Tonin, Roberto Pontarolo:
Diagnosis and prognosis of COVID-19 employing analysis of patients' plasma and serum via LC-MS and machine learning. Comput. Biol. Medicine 146: 105659 (2022) - Charilaos Akasiadis, Miguel Ponce de Leon, Arnau Montagud, Evangelos Michelioudakis, Alexia Atsidakou, Elias Alevizos, Alexander Artikis, Alfonso Valencia, Georgios Paliouras:
Parallel model exploration for tumor treatment simulations. Comput. Intell. 38(4): 1379-1401 (2022) - Matthew Marge, Carol Y. Espy-Wilson, Nigel G. Ward, Abeer Alwan, Yoav Artzi, Mohit Bansal, Gilmer L. Blankenship, Joyce Chai, Hal Daumé III, Debadeepta Dey, Mary P. Harper, Thomas Howard, Casey Kennington, Ivana Kruijff-Korbayová, Dinesh Manocha, Cynthia Matuszek, Ross Mead, Raymond J. Mooney, Roger K. Moore, Mari Ostendorf, Heather Pon-Barry, Alexander I. Rudnicky, Matthias Scheutz, Robert St. Amant, Tong Sun, Stefanie Tellex, David R. Traum, Zhou Yu:
Spoken language interaction with robots: Recommendations for future research. Comput. Speech Lang. 71: 101255 (2022) - Alexandr A. Kalinin, Selvam Palanimalai, Junqi Zhu, Wenyi Wu, Nikhil Devraj, Chunchun Ye, Nellie Ponarul, Syed S. Husain, Ivo D. Dinov:
SOCRAT: A Dynamic Web Toolbox for Interactive Data Processing, Analysis and Visualization. Inf. 13(11): 547 (2022) - Alexandre V. Fassio, Laura Shub, Luca Ponzoni, Jessica McKinley, Matthew J. O'Meara, Rafaela Salgado Ferreira, Michael J. Keiser, Raquel Cardoso de Melo Minardi:
Prioritizing Virtual Screening with Interpretable Interaction Fingerprints. J. Chem. Inf. Model. 62(18): 4300-4318 (2022) - Bruno Deon, Kleyton Pontes Cotta, R. F. V. Silva, Camilla B. Batista, Gabriela Teixeira Justino, Gabriela Carvalho Freitas, Angelo M. Cordeiro, A. S. Barbosa, F. L. Loução Jr., T. Simioni, Alex Moretti Morais, I. E. A. Medeiros, Rodrigo José Silva de Almeida, Carlos Antonio Alves de Araujo Junior, C. Soares, Natan Padoin:
Digital twin and machine learning for decision support in thermal power plant with combustion engines. Knowl. Based Syst. 253: 109578 (2022)