Výsledky vyhledávání - "Binary classification"

Classification with reject option: Distribution-free error guarantees via conformal prediction

Autoři: Szabadvary, Johan Hallberg Löfström, Tuwe Johansson, Ulf a další

Zdroj: Machine Learning with Applications. 20

Témata: Reject option, Conformal prediction, Binary classification, Abstain prediction, Refrain prediction, Error-reject curve

Popis souboru: print

Přístupová URL adresa: https://urn.kb.se/resolve?urn=urn:nbn:se:hj:diva-68026
https://doi.org/10.1016/j.mlwa.2025.100664

An NN-Aided Near-and-Far-Field Classifier via Channel Hankelization in XL-MIMO Systems

Autoři: Kim, Jung-Hwan Kim, Dong-Hwan Özger, Mustafa a další

Zdroj: IEEE Access. 12:41934-41941

Témata: Channel estimation, Antennas, Symbols, Massive MIMO, Artificial neural networks, Encoding, Wireless communication, 6G mobile communication, Extremely large-scale massive MIMO, near-field channel, far-field channel, Hankelization, neural networks, binary classification

Popis souboru: print

Přístupová URL adresa: https://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-345149
https://doi.org/10.1109/ACCESS.2024.3356586

A Universal Framework for Performance Based Ranking Theory Tools and Applications

Autoři: Pierard, Sébastien Halin, Anaïs Deliège, Adrien a další

Přispěvatelé: Pierard, Sébastien Halin, Anaïs Deliège, Adrien a další

Zdroj: Rising Stars in AI Symposium, Saudi Arabia [SA], from 7 to 10 april 2025

Témata: Performance, Performance theory, Score, Indicator, Classification, Binary classification, Tile, Two-class classification, Ranking, Recall, Sensitivity, F score, Accuracy, Application, Engineering, computing & technology, Electrical & electronics engineering, Ingénierie, informatique & technologie, Ingénierie électrique & électronique

Popis souboru: 1

Přístupová URL adresa: https://orbi.uliege.be/handle/2268/331572

Evaluation of Binary Classifiers for Asymptotically Dependent and Independent Extremes

Autoři: Legrand, Juliette Naveau, Philippe Oesting, Marco

Přispěvatelé: Legrand, Juliette Naveau, Philippe Oesting, Marco

Zdroj: Journal of the American Statistical Association. :1-11

Témata: FOS: Computer and information sciences, [STAT.ME] Statistics [stat]/Methodology [stat.ME], 01 natural sciences, Methodology (stat.ME), Multivariate Extreme Value Theory, Multivariate Reg- ular Variation, Hidden Regular Variation, River Discharges, Binary Classification, 0101 mathematics, Multivariate Regular Variation, [MATH.MATH-ST] Mathematics [math]/Statistics [math.ST], Statistics - Methodology, 0105 earth and related environmental sciences

Popis souboru: application/pdf

Přístupová URL adresa: http://arxiv.org/abs/2112.13738

CNN-Based Spectrum Sensing Method for Low Probability of Detection Communication Systems

Autoři: Lee, Jae-Hyeon Jeon, So-Yeon Jeong, Eui-Rim

Zdroj: Tehnički glasnik. 19:581-586

Témata: Convolutional Neural Network, Binary Classification, Low Probability of Detection (LPD), Spectrum Sensing, Spectrogram

Popis souboru: application/pdf

A Hankelization-Based Neural Network-Assisted Signal Classification in Integrated Sensing and Communication Systems

Autoři: Linyi Zhang Mustafa Ozger Woong-Hee Lee

Zdroj: IEEE Access, Vol 13, Pp 94648-94657 (2025)
Zhang, L, Ozger, M & Lee, W-H 2025, 'A Hankelization-Based Neural Network-Assisted Signal Classification in Integrated Sensing and Communication Systems', IEEE Access, vol. 13, 11017643, pp. 94648-94657. https://doi.org/10.1109/ACCESS.2025.3574848

Témata: Neural Networks, binary classification, Sensors, Internet of Things, Wireless communication, Integrated sensing and communication, neural networks, Symbols, Wireless sensor networks, TK1-9971, Robot sensing systems, Hankelization, Electrical engineering. Electronics. Nuclear engineering, Frequency-domain analysis, Binary classification, Interference, OFDM

Popis souboru: application/pdf

Přístupová URL adresa: https://doaj.org/article/07a24b8fb29d4691a7289c08463070c0
https://vbn.aau.dk/ws/files/782751214/Open_Access_Article.pdf
https://doi.org/10.1109/ACCESS.2025.3574848
https://vbn.aau.dk/da/publications/75eb48f2-59c3-4b9b-a8ea-8895becb32af
http://www.scopus.com/inward/record.url?scp=105007330531&partnerID=8YFLogxK

Cloud Detection Challenge-Methods and Results

Autoři: Alessio Barbaro Chisari Luca Guarnera Alessandro Ortis a další

Zdroj: IEEE Access, Vol 13, Pp 53394-53406 (2025)

Témata: LIDAR, ceilometers, Binary classification, cloud detection challenge, computer vision, deep learning, Electrical engineering. Electronics. Nuclear engineering, Binary classification, ceilometers, cloud detection challenge, computer vision, deep learning, LIDAR, TK1-9971

Popis souboru: application/pdf

Přístupová URL adresa: https://doaj.org/article/afd385af782540fbb4c285df006d4f78
https://hdl.handle.net/20.500.11769/666873
https://doi.org/10.1109/access.2025.3553422

Neural Network-based Control Strategy for Energy-efficient Front-rear Torque Vectoring in Electric Vehicles with Multiple Motors and Disconnect Clutches

Autoři: Deur, Joško Škugor, Branimir Dabčević, Zvonimir a další

Zdroj: IFAC-PapersOnLine. 59:223-228

Témata: dynamic programming, torque vectoring, binary classification, neural network, disconnect clutches, energy efficiency, electric vehicles

Metrics and Performance Evaluation of AI-based Moving Object Detection: A Revisitation

Autoři: Van Droogenbroeck, Marc Telim Montefiore Institute - Montefiore Institute of Electrical Engineering and Computer Science - ULiège

Přispěvatelé: Van Droogenbroeck, Marc Telim Montefiore Institute - Montefiore Institute of Electrical Engineering and Computer Science - ULiège

Zdroj: First International Workshop on AI-based All-Weather Surveillance System (AWSS), Hanoï, Vietnam [VN], 9 décembre 2024

Témata: Performance, Evaluation, Tile, Classification, Two-class classification, Binary classification, Theory, Ranking, Score, Summarization, Satisifaction, Importance, Engineering, computing & technology, Electrical & electronics engineering, Ingénierie, informatique & technologie, Ingénierie électrique & électronique

Popis souboru: 29

Přístupová URL adresa: https://orbi.uliege.be/handle/2268/325415

Determination of the relationship between the numbers of Linepithema humile (Hymenoptera: Formicidae) on irrigation pipes and tree trunks to facilitate automated monitoring in Southern California citrus orchards.

Autoři: Cong, Lin Milosavljević, Ivan Li, Yehua a další

Zdroj: Journal of Economic Entomology. 118(1)

Témata: binary classification, cross-validation, machine learning, mean squared prediction error, regression analyses, Animals, Ants, Citrus, California, Population Density, Insect Control

Popis souboru: application/pdf

Přístupová URL adresa: https://escholarship.org/uc/item/6rb34244
https://escholarship.org/content/qt6rb34244/qt6rb34244.pdf

Enhancing Symbolic Regression-Based GSGP for Binary Classification

Autoři: Debatin, Leon Henriques, Roberto André Pereira Vanneschi, Leonardo a další

Přispěvatelé: Debatin, Leon Henriques, Roberto André Pereira Vanneschi, Leonardo a další

Témata: Genetic Programming, Geometric Semantic Genetic Programming, Inflate and Deflate Mutation, Model Interpretability, Symbolic Regression, Binary Classification, SDG 4 - Quality education, SDG 8 - Decent work and economic growth, SDG 9 - Industry, innovation and infrastructure, Domínio/Área Científica::Ciências Naturais::Ciências da Computação e da Informação

Popis souboru: application/pdf

Dostupnost: http://hdl.handle.net/10362/190593

When Are Two Tests Better Than One? Increasing the Accuracy of Binary Classification With Repetitive Testing

Autoři: Jamie R. Wieland

Zdroj: Journal of Statistical Theory and Applications (JSTA), Vol 24, Iss 1, Pp 139-159 (2025)

Témata: Repetitive testing, Limited testing, Quality control, Binary classification, Dependence, Probabilities. Mathematical statistics, QA273-280

Přístupová URL adresa: https://doaj.org/article/de3ca0c7b9154ffc97c9b82929bcaec9

An evolutionary approach to the design of spiking neural P circuits

Autoři: Leporati A. Rovida L.

Zdroj: Journal of Membrane Computing. 7:221-235

Témata: Binary classification, Boolean functions, Evolutionary algorithms, Spiking neural P systems

A Novel Gaussian Min-Max Theorem and its Applications

Autoři: Akhtiamov, Danil Ghane, Reza Varma, Nithin K. a další

Zdroj: IEEE Transactions on Information Theory. 71(11):8777-8797

Témata: Binary Classification, Generalization Error, Gaussian Comparison Inequalities, Precise Analysis, Gaussian Convex Min-Max Theorem, Concentration Inequalities, Multi-source Regression

Přístupová URL adresa: https://research.chalmers.se/publication/547826

Reliability assessment of ballasted railway bridges considering soil-structure interaction using ensemble of surrogate models

Autoři: Allahvirdizadeh, Reza Andersson, Andreas, Ph.D. Karoumi, Raid

Zdroj: International Journal of Rail transportation. 13(3):468-489

Témata: active learning, Ballast instability, binary classification surrogate, ensemble of surrogate models, high-speed railway bridges, soil-structure interaction effects

Popis souboru: print

Přístupová URL adresa: https://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-367206

Quantifying Binary Classifier Algorithms Similarity with a Consensus Agreement Approach

Autoři: Ana Perišić Sophie Vanbelle Rafaela Brigita Petričević

Zdroj: Informatica. :657-676

Témata: Jaccard coefficient, binary classification, classifier sets, similarity, consensus agreement

Přístupová URL adresa: https://informatica.vu.lt/journal/INFORMATICA/article/1382/read
https://doi.org/10.15388/25-infor601

Defect Prediction in CWDM Optical Modules Using Multimodal Learning

Autoři: Kyu-Jeong Choi Jia Yang Botambu Collins a další

Zdroj: IEEE Access, Vol 13, Pp 108519-108532 (2025)

Témata: multimodal learning, binary classification, tabular data, CWDM OSA, deep learning, optical link, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

Přístupová URL adresa: https://doaj.org/article/f5be58d57ada4c46b4d201a3ac300e25

Metrics for evaluation of automatic epileptogenic zone localization in intracranial electrophysiology

Autoři: Valentina Hrtonova Petr Nejedly Vojtech Travnicek a další

Zdroj: Clinical Neurophysiology

Témata: Male, Adult, Drug Resistant Epilepsy, Epilepsy, Class imbalance, Adolescent, Epileptogenic tissue localization, Middle Aged, Epileptogenic zone, Seizure onset zone, Intracranial electroencephalography, Machine learning, Binary classification, Evaluation metrics, Machine Learning, Young Adult, Humans, Female, Electrocorticography

Přístupová URL adresa: https://pubmed.ncbi.nlm.nih.gov/39608298
https://hdl.handle.net/11104/0368300

Detection of Negative Arterial to End-Tidal CO2 Gradients in Mechanically Ventilated Neonatal Lambs

Autoři: Pfannschmidt Valerie Aydin Yaren Schoberer Mark a další

Zdroj: Current Directions in Biomedical Engineering, Vol 11, Iss 1, Pp 354-357 (2025)

Témata: binary classification, machine learning, noninvasive monitoring, neonates, Medicine

Popis souboru: electronic resource

Relation: https://doaj.org/toc/2364-5504

Přístupová URL adresa: https://doaj.org/article/66802e036c0145288370013d549f05a4

Diagnostic accuracy of a machine learning model using radiomics features from breast synthetic MRI

Autoři: Takuya Matsuda Megumi Matsuda Hasnine Haque a další

Zdroj: BMC Medical Imaging, Vol 25, Iss 1, Pp 1-11 (2025)

Témata: Breast MRI, Breast cancer, Artificial intelligence, Machine learning, Binary classification, Medical technology, R855-855.5

Popis souboru: electronic resource

Relation: https://doaj.org/toc/1471-2342

Přístupová URL adresa: https://doaj.org/article/8a5c240a3bd84d56be4615c6005d7731