Sergio Decherchi

66 papers A* 1B 8C 2Misc 3Journal 43Unranked 9

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Early and Prediagnostic Detection of Pancreatic Cancer from Computed Tomography. CoRR Wenxuan Li, Pedro R. A. S. Bassi, Lizhou Wu, Xinze Zhou, Yuxuan Zhao, Qi Chen, Szymon Plotka, Tianyu Lin, Zheren Zhu, Marisa Martin, Justin Caskey, Shanshan Jiang, Xiaoxi Chen, Jaroslaw B. Cwikla, Artur Sankowski, Yaping Wu, Sergio Decherchi, Andrea Cavalli, Chandana Lall, Cristian Tomasetti, Yaxing Guo, Xuan Yu, Yuqing Cai, Hualin Qiao, Jie Bao, Chenhan Hu, Ximing Wang, Arkadiusz Sitek, Kai Ding, Heng Li, Meiyun Wang, Dexin Yu, Guang Zhang, Yang Yang, Kang Wang, Alan L. Yuille, Zongwei Zhou
2026	J	`jnl`	Patch-Based Ray Tracing in NanoShaper Boosts Molecular Surface Computation. J. Chem. Inf. Model. Marco Domenico Mazzeo, Vincenzo Di Florio, Walter Rocchia, Sergio Decherchi
2025	J	`jnl`	A tale of two codes: CUDA vs OpenACC for mass-zero constrained dynamics. Int. J. High Perform. Comput. Appl. Alessia Vignolo, Taylor J. Baird, Filippo Spiga, Claudia Canevari, Alessandro Coretti, Rodolphe Vuilleumier, Andrea Cavalli, Sara Bonella, Sergio Decherchi
2025	—	`conf`	Label Critic: Design Data Before Models. ISBI Pedro R. A. S. Bassi, Qilong Wu, Wenxuan Li, Sergio Decherchi, Andrea Cavalli, Alan L. Yuille, Zongwei Zhou
2025	—	`conf`	Learning Segmentation from Radiology Reports. MICCAI (5) Pedro R. A. S. Bassi, Wenxuan Li, Jieneng Chen, Zheren Zhu, Tianyu Lin, Sergio Decherchi, Andrea Cavalli, Kang Wang, Yang Yang, Alan L. Yuille, Zongwei Zhou
2025	J	`jnl`	Learning Segmentation from Radiology Reports. CoRR Pedro R. A. S. Bassi, Wenxuan Li, Jieneng Chen, Zheren Zhu, Tianyu Lin, Sergio Decherchi, Andrea Cavalli, Kang Wang, Yang Yang, Alan L. Yuille, Zongwei Zhou
2025	J	`jnl`	Magnetic Tactile-Driven Soft Actuator for Intelligent Grasping and Firmness Evaluation. CoRR Chengjin Du, Federico Bernabei, Zhengyin Du, Sergio Decherchi, Matteo Lo Preti, Lucia Beccai
2025	J	`jnl`	NanoShaperWeb: Molecular Surface and Pocket Detection Made Visual. J. Chem. Inf. Model. Carlo Abate, Eleonora Serra, Walter Rocchia, Andrea Cavalli, Sergio Decherchi
2025	J	`jnl`	NextGenPB: An analytically-enabled super resolution tool for solving the Poisson-Boltzmann equation featuring local (de)refinement. Comput. Phys. Commun. Vincenzo Di Florio, Patrizio Ansalone, Sergii V. Siryk, Sergio Decherchi, Carlo de Falco, Walter Rocchia
2025	J	`jnl`	Path-Based Nonequilibrium Binding Free Energy Estimation, from Protein-Ligand to RNA-Ligand Binding. J. Chem. Inf. Model. Eleonora Serra, Alessia Ghidini, Riccardo Aguti, Mattia Bernetti, Sergio Decherchi, Andrea Cavalli
2025	J	`jnl`	RadGPT: Constructing 3D Image-Text Tumor Datasets. CoRR Pedro R. A. S. Bassi, Mehmet Can Yavuz, Kang Wang, Xiaoxi Chen, Wenxuan Li, Sergio Decherchi, Andrea Cavalli, Yang Yang, Alan L. Yuille, Zongwei Zhou
2025	J	`jnl`	Scaling Artificial Intelligence for Multi-Tumor Early Detection with More Reports, Fewer Masks. CoRR Pedro R. A. S. Bassi, Xinze Zhou, Wenxuan Li, Szymon Plotka, Jieneng Chen, Qi Chen, Zheren Zhu, Jakub Przado, Ibrahim E. Hamaci, Sezgin Er, Yuhan Wang, Ashwin Kumar, Björn H. Menze, Jaroslaw B. Cwikla, Yuyin Zhou, Akshay S. Chaudhari, Curtis P. Langlotz, Sergio Decherchi, Andrea Cavalli, Kang Wang, Yang Yang, Alan L. Yuille, Zongwei Zhou
2024	J	`jnl`	A Hybrid Federated Kernel Regularized Least Squares Algorithm. CoRR Celeste Damiani, Yulia Rodina, Sergio Decherchi
2024	J	`jnl`	A hybrid federated kernel regularized least squares algorithm. Knowl. Based Syst. Celeste Damiani, Yulia Rodina, Sergio Decherchi
2024	J	`jnl`	AMCG: a graph dual atomic-molecular conditional molecular generator. Mach. Learn. Sci. Technol. Carlo Abate, Sergio Decherchi, Andrea Cavalli
2024	J	`jnl`	Designing RISC-V Instruction Set Extensions for Artificial Neural Networks: An LLVM Compiler-Driven Perspective. IEEE Access Karthikeyan Kalyanasundaram Balasubramanian, Mirco Di Salvo, Walter Rocchia, Sergio Decherchi, Marco Crepaldi
2024	J	`jnl`	Explanation is All You Need in Distillation: Mitigating Bias and Shortcut Learning. CoRR Pedro R. A. S. Bassi, Andrea Cavalli, Sergio Decherchi
2024	J	`jnl`	Faster ISNet for Background Bias Mitigation on Deep Neural Networks. IEEE Access Pedro R. A. S. Bassi, Sergio Decherchi, Andrea Cavalli
2024	J	`jnl`	Faster ISNet for Background Bias Mitigation on Deep Neural Networks. CoRR Pedro R. A. S. Bassi, Sergio Decherchi, Andrea Cavalli
2024	J	`jnl`	Label Critic: Design Data Before Models. CoRR Pedro R. A. S. Bassi, Qilong Wu, Wenxuan Li, Sergio Decherchi, Andrea Cavalli, Alan L. Yuille, Zongwei Zhou
2024	A*	`conf`	Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation? NeurIPS Pedro R. A. S. Bassi, Wenxuan Li, Yucheng Tang, Fabian Isensee, Zifu Wang, Jieneng Chen, Yu-Cheng Chou, Yannick Kirchhoff, Maximilian Rokuss, Ziyan Huang, Jin Ye, Junjun He, Tassilo Wald, Constantin Ulrich, Michael Baumgartner, Saikat Roy, Klaus H. Maier-Hein, Paul F. Jaeger, Yiwen Ye, Yutong Xie, Jianpeng Zhang, Ziyang Chen, Yong Xia, Zhaohu Xing, Lei Zhu, Yousef Sadegheih, Afshin Bozorgpour, Pratibha Kumari, Reza Azad, Dorit Merhof, Pengcheng Shi, Ting Ma, Yuxin Du, Fan Bai, Tiejun Huang, Bo Zhao, Haonan Wang, Xiaomeng Li, Hanxue Gu, Haoyu Dong, Jichen Yang, Maciej A. Mazurowski, Saumya Gupta, Linshan Wu, Jia-Xin Zhuang, Hao Chen, Holger Roth, Daguang Xu, Matthew B. Blaschko, Sergio Decherchi, Andrea Cavalli, Alan L. Yuille, Zongwei Zhou
2024	J	`jnl`	Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation? CoRR Pedro R. A. S. Bassi, Wenxuan Li, Yucheng Tang, Fabian Isensee, Zifu Wang, Jieneng Chen, Yu-Cheng Chou, Yannick Kirchhoff, Maximilian Rokuss, Ziyan Huang, Jin Ye, Junjun He, Tassilo Wald, Constantin Ulrich, Michael Baumgartner, Saikat Roy, Klaus H. Maier-Hein, Paul F. Jaeger, Yiwen Ye, Yutong Xie, Jianpeng Zhang, Ziyang Chen, Yong Xia, Zhaohu Xing, Lei Zhu, Yousef Sadegheih, Afshin Bozorgpour, Pratibha Kumari, Reza Azad, Dorit Merhof, Pengcheng Shi, Ting Ma, Yuxin Du, Fan Bai, Tiejun Huang, Bo Zhao, Haonan Wang, Xiaomeng Li, Hanxue Gu, Haoyu Dong, Jichen Yang, Maciej A. Mazurowski, Saumya Gupta, Linshan Wu, Jiaxin Zhuang, Hao Chen, Holger Roth, Daguang Xu, Matthew B. Blaschko, Sergio Decherchi, Andrea Cavalli, Alan L. Yuille, Zongwei Zhou
2023	—	`conf`	A Systematic Mapping Study of Italian Research on Workflows. SC Workshops Marco Aldinucci, Elena Maria Baralis, Valeria Cardellini, Iacopo Colonnelli, Marco Danelutto, Sergio Decherchi, Giuseppe Di Modica, Luca Ferrucci, Marco Gribaudo, Francesco Iannone, Marco Lapegna, Doriana Medic, Giuseppa Muscianisi, Francesca Righetti, Eva Sciacca, Nicola Tonellotto, Mauro Tortonesi, Paolo Trunfio, Tullio Vardanega
2023	J	`jnl`	Assessing the Effectiveness of Non-Turing Computing Paradigms. IEEE Access Lorenzo Rocutto, Marco Maronese, Fabio Lorenzo Traversa, Sergio Decherchi, Andrea Cavalli
2023	J	`jnl`	Molecular Dynamics and Machine Learning Give Insights on the Flexibility-Activity Relationships in Tyrosine Kinome. J. Chem. Inf. Model. Sarmistha Majumdar, Francesco Di Palma, Francesca Spyrakis, Sergio Decherchi, Andrea Cavalli
2022	B	`conf`	SenticNet 7: A Commonsense-based Neurosymbolic AI Framework for Explainable Sentiment Analysis. LREC Erik Cambria, Qian Liu, Sergio Decherchi, Frank Xing, Kenneth Kwok
2021	B	`conf`	An Ab Initio Local Principal Path Algorithm. IJCNN Erika Gardini, Andrea Cavalli, Sergio Decherchi
2021	B	`conf`	On the Stability of Feature Selection in Multiomics Data. IJCNN Luca Pestarino, Giovanni Fiorito, Silvia Polidoro, Paolo Vineis, Andrea Cavalli, Sergio Decherchi
2021	J	`jnl`	Using Principal Paths to Walk Through Music and Visual Art Style Spaces Induced by Convolutional Neural Networks. Cogn. Comput. Erika Gardini, Marco Jacopo Ferrarotti, Andrea Cavalli, Sergio Decherchi
2020	J	`jnl`	Fast and Memory-Efficient Import Vector Domain Description. Neural Process. Lett. Sergio Decherchi, Andrea Cavalli
2020	J	`jnl`	Spathial: an R package for the evolutionary analysis of biological data. Bioinform. Erika Gardini, Federico M. Giorgi, Sergio Decherchi, Andrea Cavalli
2019	J	`jnl`	Cognitive Insights into Sentic Spaces Using Principal Paths. Cogn. Comput. Edoardo Ragusa, Paolo Gastaldo, Rodolfo Zunino, Marco Jacopo Ferrarotti, Walter Rocchia, Sergio Decherchi
2019	J	`jnl`	Finding Principal Paths in Data Space. IEEE Trans. Neural Networks Learn. Syst. Marco Jacopo Ferrarotti, Walter Rocchia, Sergio Decherchi
2019	J	`jnl`	NanoShaper-VMD interface: computing and visualizing surfaces, pockets and channels in molecular systems. Bioinform. Sergio Decherchi, Andrea Spitaleri, John E. Stone, Walter Rocchia
2018	J	`jnl`	Addendum to BiKi Life Sciences: A New Suite for Molecular Dynamics and Related Methods in Drug Discovery. J. Chem. Inf. Model. Sergio Decherchi, Giovanni Bottegoni, Andrea Spitaleri, Walter Rocchia, Andrea Cavalli
2018	J	`jnl`	BiKi Life Sciences: A New Suite for Molecular Dynamics and Related Methods in Drug Discovery. J. Chem. Inf. Model. Sergio Decherchi, Giovanni Bottegoni, Andrea Spitaleri, Walter Rocchia, Andrea Cavalli
2018	—	`conf`	Simple Learning with a Teacher via Biased Regularized Least Squares. LOD Sergio Decherchi, Andrea Cavalli
2017	J	`jnl`	Distributed Kernel K-Means for Large Scale Clustering. CoRR Marco Jacopo Ferrarotti, Sergio Decherchi, Walter Rocchia
2017	J	`jnl`	Import Vector Domain Description: A Kernel Logistic One-Class Learning Algorithm. IEEE Trans. Neural Networks Learn. Syst. Sergio Decherchi, Walter Rocchia
2016	J	`jnl`	Inductive bias for semi-supervised extreme learning machine. Neurocomputing Federica Bisio, Sergio Decherchi, Paolo Gastaldo, Rodolfo Zunino
2016	J	`jnl`	SIM-ELM: Connecting the ELM model with similarity-function learning. Neural Networks Paolo Gastaldo, Federica Bisio, Sergio Decherchi, Rodolfo Zunino
2015	J	`jnl`	A Pipeline To Enhance Ligand Virtual Screening: Integrating Molecular Dynamics and Fingerprints for Ligand and Proteins. J. Chem. Inf. Model. Francesca Spyrakis, Paolo Benedetti, Sergio Decherchi, Walter Rocchia, Andrea Cavalli, Stefano Alcaro, Francesco Ortuso, Massimo Baroni, Gabriele Cruciani
2014	J	`jnl`	CUDA accelerated molecular surface generation. Concurr. Comput. Pract. Exp. Daniele D'Agostino, Andrea Clematis, Sergio Decherchi, Walter Rocchia, Luciano Milanesi, Ivan Merelli
2014	C	`conf`	Semi-supervised machine learning approach for unknown malicious software detection. INISTA Federica Bisio, Paolo Gastaldo, Rodolfo Zunino, Sergio Decherchi
2013	J	`jnl`	Circular-ELM for the reduced-reference assessment of perceived image quality. Neurocomputing Sergio Decherchi, Paolo Gastaldo, Rodolfo Zunino, Erik Cambria, Judith Redi
2013	J	`jnl`	Extreme Learning Machines. IEEE Intell. Syst. Erik Cambria, Guang-Bin Huang, Liyanaarachchi Lekamalage Chamara Kasun, Hongming Zhou, Chi-Man Vong, Jiarun Lin, Jianping Yin, Zhiping Cai, Qiang Liu, Kuan Li, Victor C. M. Leung, Liang Feng, Yew-Soon Ong, Meng-Hiot Lim, Anton Akusok, Amaury Lendasse, Francesco Corona, Rui Nian, Yoan Miche, Paolo Gastaldo, Rodolfo Zunino, Sergio Decherchi, Xuefeng Yang, Kezhi Mao, Beom-Seok Oh, Je-Hyoung Jeon, Kar-Ann Toh, Andrew Beng Jin Teoh, Jaihie Kim, Hanchao Yu, Yiqiang Chen, Junfa Liu
2013	C	`conf`	Solving the Linearized Poisson-Boltzmann Equation on GPUs Using CUDA. PDP José Colmenares, Jesús Ortiz, Sergio Decherchi, Amir Fijany, Walter Rocchia
2012	J	`jnl`	Efficient Digital Implementation of Extreme Learning Machines for Classification. IEEE Trans. Circuits Syst. II Express Briefs Sergio Decherchi, Paolo Gastaldo, Alessio Leoncini, Rodolfo Zunino
2012	J	`jnl`	Learning the mean: A neural network approach. Neurocomputing Sergio Decherchi, Mauro Parodi, Sandro Ridella
2011	—	`conf`	CUDA Accelerated Blobby Molecular Surface Generation. PPAM (1) Daniele D'Agostino, Sergio Decherchi, Antonella Galizia, José Colmenares, Alfonso Quarati, Walter Rocchia, Andrea Clematis
2011	B	`conf`	Computational intelligence methods for underwater magnetic-based protection systems. IJCNN Sergio Decherchi, Davide Leoncini, Paolo Gastaldo, Rodolfo Zunino, Osvaldo Faggioni, Maurizio Soldani
2011	J	`jnl`	Efficient approximate Regularized Least Squares by Toeplitz matrix. Pattern Recognit. Lett. Sergio Decherchi, Paolo Gastaldo, Rodolfo Zunino
2011	J	`jnl`	Operative assessment of predicted generalization errors on non-stationary distributions in data-intensive applications. Intell. Data Anal. Sergio Decherchi, Paolo Gastaldo, Fabio Sangiacomo, Alessio Leoncini, Rodolfo Zunino
2011	—	`conf`	Semantic Oriented Clustering of Documents. ISNN (3) Alessio Leoncini, Fabio Sangiacomo, Sergio Decherchi, Paolo Gastaldo, Rodolfo Zunino
2011	J	`jnl`	Tactile-Data Classification of Contact Materials Using Computational Intelligence. IEEE Trans. Robotics Sergio Decherchi, Paolo Gastaldo, Ravinder S. Dahiya, Maurizio Valle, Rodolfo Zunino
2010	B	`conf`	A neural model approach for regularization in the mean estimation case. IJCNN Sergio Decherchi, Mauro Parodi, Sandro Ridella
2010	—	`conf`	SeaLab Advanced Information Retrieval. ICSC Fabio Sangiacomo, Alessio Leoncini, Sergio Decherchi, Paolo Gastaldo, Rodolfo Zunino
2010	J	`jnl`	Using unsupervised analysis to constrain generalization bounds for support vector classifiers. IEEE Trans. Neural Networks Sergio Decherchi, Sandro Ridella, Rodolfo Zunino, Paolo Gastaldo, Davide Anguita
2009	Misc	`conf`	A Preliminary Study on SVM Based Analysis of Underwater Magnetic Signals for Port Protection. CISIS Davide Leoncini, Sergio Decherchi, Osvaldo Faggioni, Paolo Gastaldo, Maurizio Soldani, Rodolfo Zunino
2009	B	`conf`	Circuit implementation of SVM training. IJCNN Sergio Decherchi, Paolo Gastaldo, Mauro Parodi, Rodolfo Zunino
2009	B	`conf`	Maximal-discrepancy bounds for regularized classifiers. IJCNN Sergio Decherchi, Paolo Gastaldo, Judith Redi, Rodolfo Zunino
2009	Misc	`conf`	Text Clustering for Digital Forensics Analysis. CISIS Sergio Decherchi, Simone Tacconi, Judith Redi, Alessio Leoncini, Fabio Sangiacomo, Rodolfo Zunino
2008	Misc	`conf`	Hypermetric k-Means Clustering for Content-Based Document Management. CISIS Sergio Decherchi, Paolo Gastaldo, Judith Redi, Rodolfo Zunino
2008	—	`conf`	Non-stationary Data Mining: The Network Security Issue. ICANN (2) Sergio Decherchi, Paolo Gastaldo, Judith Redi, Rodolfo Zunino
2007	—	`conf`	Efficient Implementation of SVM Training on Embedded Electronic Systems. WILF Paolo Gastaldo, Giovanni Parodi, Sergio Decherchi, Rodolfo Zunino
2006	B	`conf`	Embedded Electronics Systems for Training Support Vector Machines. IJCNN Sergio Decherchi, Giovanni Parodi, Paolo Gastaldo, Rodolfo Zunino