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Annalisa Occhipinti
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Year
A pipeline and comparative study of 12 machine learning models for text classification
A Occhipinti, L Rogers, C Angione
Expert systems with applications 201, 117193, 2022
372022
In silico engineering of Pseudomonas metabolism reveals new biomarkers for increased biosurfactant production
A Occhipinti, F Eyassu, TJ Rahman, PKSM Rahman, C Angione
PeerJ 6, e6046, 2018
272018
Modelling circulating tumour cells for personalised survival prediction in metastatic breast cancer
G Ascolani, A Occhipinti, P Liò
PLoS computational biology 11 (5), e1004199, 2015
192015
Loss of full-length dystrophin expression results in major cell-autonomous abnormalities in proliferating myoblasts
MRF Gosselin, V Mournetas, M Borczyk, S Verma, A Occhipinti, J Róg, ...
Elife 11, e75521, 2022
162022
Combining pathway identification and breast cancer survival prediction via screening-network methods
A Iuliano, A Occhipinti, C Angelini, I De Feis, P Liò
Frontiers in genetics 9, 371112, 2018
152018
Cancer markers selection using network-based cox regression: a methodological and computational practice
A Iuliano, A Occhipinti, C Angelini, I De Feis, P Lió
Frontiers in physiology 7, 198667, 2016
142016
Discovering essential multiple gene effects through large scale optimization: an application to human cancer metabolism
A Occhipinti, Y Hamadi, H Kugler, CM Wintersteiger, B Yordanov, ...
IEEE/ACM transactions on computational biology and bioinformatics 18 (6 …, 2020
122020
Cosmonet: An r package for survival analysis using screening-network methods
A Iuliano, A Occhipinti, C Angelini, I De Feis, P Liò
Mathematics 9 (24), 3262, 2021
52021
Machine learning methods for survival analysis with clinical and transcriptomics data of breast cancer
LMT Doan, C Angione, A Occhipinti
Computational biology and machine learning for metabolic engineering and …, 2022
42022
CiliateGEM: an open-project and a tool for predictions of ciliate metabolic variations and experimental condition design
A Mancini, F Eyassu, M Conway, A Occhipinti, P Liò, C Angione, ...
BMC bioinformatics 19, 123-130, 2018
32018
Bose–Einstein condensation in satisfiability problems
C Angione, A Occhipinti, G Stracquadanio, G Nicosia
European Journal of Operational Research 227 (1), 44-54, 2013
32013
Mechanism-aware and multimodal AI: beyond model-agnostic interpretation
A Occhipinti, S Verma, C Angione
Trends in Cell Biology, 2023
22023
A Practical Guide to Integrating Multimodal Machine Learning and Metabolic Modeling
S Vijayakumar, G Magazzù, P Moon, A Occhipinti, C Angione
Computational Systems Biology in Medicine and Biotechnology: Methods and …, 2022
22022
Applications of network-based survival analysis methods for pathways detection in cancer
A Iuliano, A Occhipinti, C Angelini, I De Feis, P Lió
Computational Intelligence Methods for Bioinformatics and Biostatistics …, 2015
22015
A Computational Model of Cancer Metabolism for Personalised Medicine
A Occhipinti, C Angione
Building Bridges in Medical Science 2021, 2021
12021
Satisfiability by Maxwell-Boltzmann and Bose-Einstein Statistical Distributions
C Angione, A Occhipinti, G Nicosia
Journal of Experimental Algorithmics (JEA) 19, 1.4, 2014
12014
Meta databases of steel frame buildings for surrogate modelling and machine learning-based feature importance analysis
D Samadian, IB Muhit, A Occhipinti, N Dawood
Resilient Cities and Structures 3 (1), 20-43, 2024
2024
Environmental measurements and genetic effects for cancer survival integration data
A Iuliano, A Occhipinti
2022 IEEE International Workshop on Metrology for Living Environment …, 2022
2022
Network-based survival analysis methods for pathway detection in cancer
A Iuliano, A Occhipinti, X Haoming, C Angelini, I De Feis, P Liò
Computational Intelligence Methods for Bioinformatics and Biostatistics-11th …, 2014
2014
Maxwell-Boltzmann and Bose-Einstein Distributions for the SAT Problem
C Angione, A Occhipinti, G Nicosia
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Articles 1–20