Critical Review for One-class Classification: recent advances and the reality behind them

Authors: Hayashi, Toshitaka, Cimr, Dalibor, Fujita, Hamido, Cimler, Richard

Subject Terms: Computer Science - Machine Learning, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2404.17931

Computer-aided detection systems based on ballistocardiography signals: A review

Authors: Cimr, Dalibor ^a, Busovsky, Damian ^a, Fujita, Hamido ^{b, c, d, a, ⁎}, Studnicka, Filip ^a, Cimler, Richard ^a

Source: In Engineering Applications of Artificial Intelligence 1 July 2025 151

Enhancing meat safety and quality: Innovations in protein-based sensing technologies for contaminant detection

Authors: Kumar, Harsh ^a, Guleria, Shivani ^b, Sethi, Nidhi ^c, Cimler, Richard ^a, Pathera, Ashok Kumar ^{d, ⁎}, Dhanjal, Daljeet Singh ^e, Manickam, Sivakumar ^{f, ⁎⁎}, Kumar, Dinesh ^g, Nepovimova, Eugenie ^{h, i, ⁎⁎⁎}

Source: In Food Control July 2025 173

Automatic address assigning problem in smart homes

Authors: Sec, David, Cimr, Dalibor, Stepan, Jan, Cimler, Richard, Kuhnova, Jitka

Source: 2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) Fuzzy Systems (FUZZ-IEEE), 2018 IEEE International Conference on. :1-6 Jul, 2018

Relation: 2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)

Interpretable synthetic signals for explainable one-class time-series classification

Authors: Hayashi, Toshitaka, Cimr, Dalibor, Fujita, Hamido, Cimler, Richard

Source: In Engineering Applications of Artificial Intelligence May 2024 131

Valorization of non-edible fruit seeds into valuable products: A sustainable approach towards circular bioeconomy

Authors: Kumar, Harsh ^a, Kimta, Neetika ^b, Guleria, Shivani ^c, Cimler, Richard ^a, Sethi, Nidhi ^d, Dhanjal, Daljeet Singh ^e, Singh, Reena ^e, Duggal, Sampy ^f, Verma, Rachna ^{b, ⁎}, Prerna, Prerna ^g, Pathera, Ashok Kumar ^{h, ⁎}, Alomar, Suliman Y. ⁱ, Kuca, Kamil ^{j, k, ⁎⁎}

Source: In Science of the Total Environment 20 April 2024 922

Enhancing EEG signal analysis with geometry invariants for multichannel fusion

Authors: Cimr, Dalibor, Fujita, Hamido, Busovsky, Damian, Cimler, Richard

Source: In Information Fusion February 2024 102

Patient deterioration detection using one-class classification via cluster period estimation subtask

Authors: Hayashi, Toshitaka, Cimr, Dalibor, Studnička, Filip, Fujita, Hamido, Bušovský, Damián, Cimler, Richard

Source: In Information Sciences February 2024 657

Distance-based one-class time-series classification approach using local cluster balance

Authors: Hayashi, Toshitaka, Cimr, Dalibor, Studnička, Filip, Fujita, Hamido, Bušovský, Damián, Cimler, Richard, Selamat, Ali

Source: In Expert Systems With Applications January 2024 235

To exploring the role of probiotics, plant-based fermented products, and paraprobiotics as anti-inflammatory agents in promoting human health

Authors: Kumar, Harsh, Dhalaria, Rajni, Guleria, Shivani, Cimler, Richard, Choudhary, Rajni, Dhanjal, Daljeet Singh, Singh, Reena, Kimta, Neetika, Dulta, Kanika, Pathera, Ashok Kumar, Khan, Azhar, Nausad, Mohammad, Alomar, Suliman Y., Manickam, Sivakumar, Kuča, Kamil

Source: In Journal of Agriculture and Food Research December 2023 14

Image entropy equalization: A novel preprocessing technique for image recognition tasks

Authors: Hayashi, Toshitaka, Cimr, Dalibor, Fujita, Hamido, Cimler, Richard

Source: In Information Sciences November 2023 647

Classification of health deterioration by geometric invariants

Authors: Cimr, Dalibor, Busovsky, Damian, Fujita, Hamido, Studnicka, Filip, Cimler, Richard, Hayashi, Toshitaka

Source: In Computer Methods and Programs in Biomedicine September 2023 239

Automatic seizure detection by convolutional neural networks with computational complexity analysis

Authors: Cimr, Dalibor, Fujita, Hamido, Tomaskova, Hana, Cimler, Richard, Selamat, Ali

Source: In Computer Methods and Programs in Biomedicine February 2023 229

Virtualization solutions for higher education purposes

Authors: Horalek, Josef, Cimler, Richard, Sobeslav, Vladimir

Source: 2015 25th International Conference Radioelektronika (RADIOELEKTRONIKA) Radioelektronika (RADIOELEKTRONIKA), 2015 25th International Conference. :383-388 Apr, 2015

Relation: 2015 25th International Conference Radioelektronika (RADIOELEKTRONIKA

OCSTN: One-class time-series classification approach using a signal transformation network into a goal signal

Authors: Hayashi, Toshitaka, Cimr, Dalibor, Studnička, Filip, Fujita, Hamido, Bušovský, Damián, Cimler, Richard

Source: In Information Sciences October 2022 614:71-86

Application of mechanical trigger for unobtrusive detection of respiratory disorders from body recoil micro-movements

Authors: Cimr, Dalibor, Studnicka, Filip, Fujita, Hamido, Cimler, Richard, Slegr, Jan

Source: In Computer Methods and Programs in Biomedicine August 2021 207

Ecological momentary assessment of physical and eating behaviours: The WEALTH feasibility and optimisation study with recommendations for large-scale data collection.

Authors: Janek, Michael, Kuhnova, Jitka, Cardon, Greet, Van Dyck, Delfien, Cimler, Richard, Elavsky, Steriani, Fezeu, Leopold K., Oppert, Jean-Michel, Buck, Christoph, Hebestreit, Antje, Harrington, Janas, Sigcha, Luis, Van de Ven, Pepijn, Donnelly, Alan, Vetrovsky, Tomas

Source: PLoS ONE; 2/11/2025, Vol. 20 Issue 2, p1-20, 20p

Subject Terms: DIETARY patterns, FOOD habits, ECOLOGICAL momentary assessments (Clinical psychology), ACQUISITION of data, PRE-tests & post-tests

Computer aided detection of breathing disorder from ballistocardiography signal using convolutional neural network

Authors: Cimr, Dalibor, Studnicka, Filip, Fujita, Hamido, Tomaskova, Hana, Cimler, Richard, Kuhnova, Jitka, Slegr, Jan

Source: In Information Sciences December 2020 541:207-217

SMART technologies in older adult care: a scoping review and guide for caregivers.

Authors: Rybenská, Klára, Knapová, Lenka, Janiš, Kamil, Kühnová, Jitka, Cimler, Richard, Elavsky, Steriani

Source: Journal of Enabling Technologies; 2024, Vol. 18 Issue 4, p200-222, 23p

Immunosensors in food, health, environment, and agriculture: a review.

Authors: Kumar, Harsh, Dhalaria, Rajni, Guleria, Shivani, Cimler, Richard, Prerna, Prerna, Dhanjal, Daljeet Singh, Chopra, Chirag, Sethi, Nidhi, Pathera, Ashok Kumar, Kala, Deepak, Kimta, Neetika, Kaur, Talwinder, Valko, Marian, Manickam, Sivakumar, Alomar, Suliman Y., Kumar, Dinesh, Kuča, Kamil

Source: Environmental Chemistry Letters; Oct2024, Vol. 22 Issue 5, p2573-2605, 33p

Subject Terms: WATER pollution, ENVIRONMENTAL sciences, TUMOR markers, POLLUTANTS, ALLERGENS