A Quantum-inspired Version of the Classification Problem
Autores: Giuseppe Sergioli, G. M. Bosyk, Enrica Santucci, Roberto Giuntini
International Journal of Theoretical Physics
2017
Citas: 38
Citas por Año
Citas Importadas de Google Scholar
| # | Título del Artículo | Año | Fuente / Journal | Autores |
|---|---|---|---|---|
| 1 | Comparative performance analysis of quantum machine learning with deep learning for diabetes prediction | 2021 | - | Himanshu Gupta, Hirdesh Varshney, Tarun Kumar Sharma, Nikhil Pachauri, Om Prakash Verma |
| 2 | AutoQML: Automatic generation and training of robust quantum-inspired classifiers by using evolutionary algorithms on grayscale images | 2023 | - | Sergio Altares-López, Juan José García‐Ripoll, Ángela Ribeiro |
| 3 | Towards a Quantum-Inspired Binary Classifier | 2019 | - | Prayag Tiwari, Massimo Melucci |
| 4 | A new quantum approach to binary classification | 2019 | - | Giuseppe Sergioli, Roberto Giuntini, Héctor Freytes |
| 5 | Quantum entanglement in physical and cognitive systems | 2019 | - | Diederik Aerts |
| 6 | Quantum-inspired algorithm for direct multi-class classification | 2022 | - | Roberto Giuntini, Federico Holik, Daniel K. Park, Héctor Freytes, Carsten Blank, Giuseppe Sergioli |
| 7 | A quantum-inspired classifier for clonogenic assay evaluations | 2021 | - | Giuseppe Sergioli, Carmelo Militello, Leonardo Rundo, Luigi Minafra, Filippo Torrisi, G. Russo, Keng Loon Chow, Roberto Giuntini |
| 8 | Quantum and Quantum-Inspired Stereographic K Nearest-Neighbour Clustering | 2023 | - | Alonso Viladomat Jasso, Ark Modi, Roberto Ferrara, Christian Deppe, Janis Nötzel, Fred Fung, Maximilian Schädler |
| 9 | Quantum-inspired ensemble approach to multi-attributed and multi-agent decision-making | 2021 | - | Ishwarya M.S., Aswani Kumar Cherukuri |
| 10 | Quantum and quantum-like machine learning: a note on differences and similarities | 2019 | - | Giuseppe Sergioli |
| 11 | Quantum-inspired minimum distance classification in a biomedical context | 2018 | - | Giuseppe Sergioli, G. Russo, Enrica Santucci, Alessandro Stefano, Sebastiano Emanuele Torrisi, Stefano Palmucci, Carlo Vancheri, Roberto Giuntini |
| 12 | Recommendation systems with the quantum k–NN and Grover algorithms for data processing | 2019 | - | Marek Sawerwain, Marek Wróblewski |
| 13 | Multi-class classification based on quantum state discrimination | 2023 | - | Roberto Giuntini, Andrés Camilo Granda Arango, Héctor Freytes, Federico Holik, Giuseppe Sergioli |
| 14 | Diabetes Prediction Using an Optimized Variational Quantum Classifier | 2025 | - | Wajiha Rahim Khan, Muhammad Ahmad Kamran, Misha Urooj Khan, Malik Muhammad Ibrahim, Kwang Su Kim, Muhammad Umair Ali |
| 15 | Classification of quantum correlations via quantum-inspired machine learning | 2025 | - | Giuseppe Sergioli, Andrés Camilo Granda Arango, Carlo Cuccu, Stefania Centrone, Carla Rieger, Roberto Giuntini |
| 16 | Quantum Minimum Distance Classifier | 2017 | - | Enrica Santucci |
| 17 | Classification Problem in a Quantum Framework | 2018 | - | Enrica Santucci, Giuseppe Sergioli |
| 18 | An efficient geometric approach to quantum-inspired classifications | 2022 | - | Roberto Leporini, Davide Pastorello |
| 19 | Support Vector Machines with Quantum State Discrimination | 2021 | - | Roberto Leporini, Davide Pastorello |
| 20 | A Quantum-like Approach to Semantic Text Classification | 2025 | - | A.S. Gruzdeva, Rodion Iurev, Igor Bessmertny, Andrei Khrennikov, A. P. Alodjants |
| 21 | Probability Measures and Projections on Quantum Logics | 2019 | - | Oľga Nánásiová, Viera Čerňanová, Ľubica Valášková |
| 22 | Assessment of Antibiogram of Biofield Energy Treated Serratia marcescens | 2015 | - | Mahendra Kumar Trivedi |
| 23 | Quantum and Quantum-Inspired Stereographic K Nearest-Neighbour Clustering | 2023 | - | Alonso Viladomat Jasso, Ark Modi, Roberto Ferrara, Christian Deppe, Noetzel, Janis, Fred Fung, Schaedler, Maximilian |
| 24 | Quantum entanglement in physical and cognitive systems: A conceptual analysis and a general representation | 2019 | - | Diederik Aerts, Jonito Aerts Arguëlles, Lester Beltran, Suzette Geriente, Massimiliano Sassoli de Bianchi, Sandro Sozzo, Tomás Veloz |
| 25 | Quantum State Discrimination for Supervised Classification | 2021 | - | Roberto Giuntini, Héctor Freytes, Daniel K. Park, Carsten Blank, Federico Holik, Keng Loon Chow, Giuseppe Sergioli |
| 26 | Implementation and Realisation of Quantum and Quantum-Inspired Stereographic K Nearest-Neighbour Clustering | 2023 | - | Alonso Viladomat Jasso, Ark Modi, Roberto Ferrara, Janis Noetzel, Christian Deppe, Maximilian Schädler, Fred Fung |
| 27 | Quantum Minimum Distance Classifier | 2017 | - | Enrica Santucci |
| 28 | Quantum-inspired minimum distance classification in a biomedical context | 2018 | - | Giuseppe Sergioli, G. Russo, Enrica Santucci, Alessandro Stefano, Sebastiano Emanuele Torrisi, Stefano Palmucci, Carlo Vancheri, Roberto Giuntini |
| 29 | Quantum and Quantum-Inspired Stereographic K Nearest-Neighbour Clustering | 2023 | - | Ark Modi, Alonso Viladomat Jasso, Roberto Ferrara, Janis Noetzel, Christian Deppe, Maximilian Schädler, Fred Fung |
| 30 | Recognizing Concepts and Recognizing Musical Themes | 2023 | - | María Luisa Dalla Chiara, Roberto Giuntini, Eleonora Negri, Giuseppe Sergioli |
| 31 | Quantum and Quantum-Inspired Stereographic K Nearest-Neighbour Clustering | 2023 | - | Ark Modi, Alonso Viladomat Jasso, Roberto Ferrara, Janis Noetzel, Christian Deppe, Maximilian Schädler, Fred Fung |
| 32 | A Quantum Approach to Pattern Recognition and Machine Learning. Part II | 2024 | - | María Luisa Dalla Chiara, Roberto Giuntini, Giuseppe Sergioli |
| 33 | A Quantum-inspired Approach to Pattern Recognition and Machine Learning. Part I | 2024 | - | María Luisa Dalla Chiara, Roberto Giuntini, Giuseppe Sergioli |
| 34 | Problem of Existence of Joint Distribution on Quantum Logic | 2024 | - | Oľga Nánásiová, Karla Čipková, Michal Zákopčan |
| 35 | Reasoning with Data in the Framework of a Quantum Approach to Machine Learning | 2024 | - | María Luisa Dalla Chiara, Roberto Giuntini, Giuseppe Sergioli |
| 36 | FRQI Pairs method for image classification using Quantum Recurrent Neural Network | 2025 | - | Rafał Potempa, Michał Kordasz, Sundas Naqeeb Khan, Krzysztof Werner, Kamil Wereszczyński, Krzysztof Simiński, Krzysztof A. Cyran |
| 37 | A quantum-inspired classification for random mixed states | 2026 | - | Giuseppe Sergioli, Carlo Cuccu, Carla Rieger, Andrés Camilo Granda Arango, Bikash K. Behera, Riccardo Era, Roberto Giuntini |
| 38 | Pretty Good Measurement for Radiomics: A Quantum-Inspired Multi-Class Classifier for Lung Cancer Subtyping and Prostate Cancer Risk Stratification | 2026 | - | Giuseppe Sergioli, Carlo Cuccu, Giovanni Pasini, Alessandro Stefano, G L Russo, Andrés Camilo Granda Arango, Roberto Giuntini |
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