Universita di Genova

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Artificial intelligence and network science as tools to illustrate academic research evolution in interdisciplinary fields: The case of Italian design2025Pretolesi Daniele; Stanzani Ilaria; Ravera Stefano; Vian Andrea; Barla AnnalisaPLOS ONE
NLP-based tools for localization of the epileptogenic zone in patients with drug-resistant focal epilepsy2024Mora Sara; Turrisi Rosanna; Chiarella Lorenzo; Consales Alessandro; Tassi Laura; Mai Roberto; Nobili Lino; Barla Annalisa; Arnulfo GabrieleSCIENTIFIC REPORTS
AI-driven big web redesign: two case studies in Italian universities2024Vian Andrea; Pretolesi Daniele; Rampino Lucia; Barla AnnalisaItal-Ia
Deep learning-based Alzheimer's disease detection: reproducibility and the effect of modeling choices2024Turrisi R.; Verri A.; Barla A.FRONTIERS IN COMPUTATIONAL NEUROSCIENCE
Geometric Deep Learning Strategies for the Characterization of Academic Collaboration Networks2024Pretolesi Daniele; Garbarino Davide; Giampaoli Daniele; Vian Andrea; Barla AnnalisaIEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING
Mapping the evolution of design research: a data-driven analysis of interdisciplinary trends and intellectual landscape2024Vian Andrea; Carella Gianluca; Pretolesi Daniele; Barla Annalisa; Zurlo FrancescoDRS Biennial Conference Series: DRS2024: Boston, 23–28 June, Boston, USA.
Introducing temporal correlation in rainfall and wind prediction from underwater noise2023Trucco A.; Barla A.; Bozzano R.; Pensieri S.; Verri A.; Solarna D.IEEE JOURNAL OF OCEANIC ENGINEERING
An overview of data integration in neuroscience with focus on Alzheimer’s Disease2023Turrisi R.; Squillario M.; Abate G.; Uberti D.; Barla A.IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
Geometric Deep Learning Strategies for the Characterization of Academic Collaboration Networks2023Pretolesi Daniele; Garbarino Davide; Giampaoli Daniele; Vian Andrea; Barla AnnalisaIEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING
AI-based component management system for structured content creation, annotation, and publication2022Barla Annalisa; Cuneo Marina; Nunzi Simone Roberto; Paniati Giorgia; Vian Andrea5th International Conference on Intelligent Human Systems Integration (IHSI 2022): Integrating People and Intelligent Systems
Progettare la città del futuro oltre il visibile: intelligenza artificiale al servizio del cittadino per una esperienza personalizzata del contesto urbano2022Barla Annalisa; Paniati Giorgia; Vian AndreaGUD. GENOVA UNIVERSITÀ DESIGN
A fully automated deep learning pipeline for micro-CT-imaging-based densitometry of lung fibrosis murine models2022Vincenzi Elena; Fantazzini Alice; Basso Curzio; Barla Annalisa; Odone Francesca; Leo Ludovica; Mecozzi Laura; Mambrini Martina; Ferrini Erica; Sverzellati Nicola; Stellari Franco FabioRESPIRATORY RESEARCH
A Supervised Learning Approach for Rainfall Detection From Underwater Noise Analysis2022Trucco A.; Bozzano R.; Fava E.; Pensieri S.; Verri A.; Barla A.IEEE JOURNAL OF OCEANIC ENGINEERING
Where Do We Stand in Regularization for Life Science Studies?2022Tozzo Veronica; Azencott Chloé-Agathe; Fiorini Samuele; Fava Emanuele; Trucco Andrea; Barla AnnalisaJOURNAL OF COMPUTATIONAL BIOLOGY
Compounding Approaches for Wind Prediction From Underwater Noise by Supervised Learning2022Trucco Andrea; Barla Annalisa; Bozzano Roberto; Fava Emanuele; Pensieri Sara; Verri Alessandro; Solarna DavidIEEE JOURNAL OF OCEANIC ENGINEERING
Attributed Graphettes-Based Preterm Infants Motion Analysis2022Garbarino Davide; Moro Matteo; Tacchino Chiara; Moretti Paolo; Casadio Maura; Odone Francesca; Barla AnnalisaCOMPLEX NETWORKS & THEIR APPLICATIONS X, VOL 1 COMPLEX NETWORKS & THEIR APPLICATIONS X, VOL 1
Predicting Tennis Match Outcomes with Network Analysis and Machine Learning2021Bayram Firas; Garbarino Davide; Barla AnnalisaSOFSEM 2021: THEORY AND PRACTICE OF COMPUTER SCIENCE SOFSEM 2021: THEORY AND PRACTICE OF COMPUTER SCIENCE
Epigenetic Regulation in Myelodysplastic Syndrome as A Consequence of A MicroRNA Dysregulation2021Avenoso Daniele; Squillario Margherita; Barla Annalisa; Verri Alessandro; Carminati Enrico; Nurra Clara; Todisco Elisabetta; Gigli Federica; Bertolini Francesco; Gregato Giuliana; Poletti Claudia; Miglino , et al.
A Robust Method for Statistical Testing of Empirical Power-Law Distributions2020Garbarino Davide; Tozzo Veronica; Vian Andrea; Barla AnnalisaAlgorithms and Models for the Web Graph. WAW 2020.
A telescope GWAS analysis strategy, based on SNPs-genes-pathways ensamble and on multivariate algorithms, to characterize late onset Alzheimer’s disease2020Squillario Margherita; Abate Giulia; Tomasi Federico; Tozzo Veronica; Barla Annalisa; Uberti DanielaSCIENTIFIC REPORTS
Transplantation Induces Profound Changes in the Transcriptional Asset of Hematopoietic Stem Cells: Identification of Specific Signatures Using Machine Learning Techniques2020Cilloni Daniela; Petiti Jessica; Campia Valentina; Podestà Marina; Squillario Margherita; Montserrat Nuria; Bertaina Alice; Sabatini Federica; Carturan Sonia; Berger Massimo; Saglio Francesco; Bandini , et al.JOURNAL OF CLINICAL MEDICINE
Temporal pattern detection in time-varying graphical models2020Tomasi F.; Tozzo V.; Barla A.2020 25TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR) 2020 25TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR)
Multi-parameters Model Selection for Network Inference2020Tozzo V.; Barla A.COMPLEX NETWORKS AND THEIR APPLICATIONS VIII, VOL 1 COMPLEX NETWORKS AND THEIR APPLICATIONS VIII, VOL 1
Missing Values in Multiple Joint Inference of Gaussian Graphical Models2020Tozzo Veronica; Garbarino Davide; Barla Annalisa10th International Conference on Probabilistic Graphical Models
Gut Microbiota in T1DM-Onset Pediatric Patients: Machine-Learning Algorithms to Classify Microorganisms as Disease Linked2020Biassoni R.; Di Marco E.; Squillario M.; Barla A.; Piccolo G.; Ugolotti E.; Gatti C.; Minuto N.; Patti G.; Maghnie M.; D'Annunzio G.THE JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM
Classification of Epileptic Activity Through Temporal and Spatial Characterization of Intracranial Recordings2020D'Amario V.; Arnulfo G.; Nobili L.; Barla A.COMPUTATIONAL INTELLIGENCE METHODS FOR BIOINFORMATICS AND BIOSTATISTICS, CIBB 2018 COMPUTATIONAL INTELLIGENCE METHODS FOR BIOINFORMATICS AND BIOSTATISTICS, CIBB 2018
Paths of graduates from the University of Genoa (1990-2016)2019Barla Annalisa; Fiorini Samuele; Licaj Ami; Vacanti Annapaola; Vian AndreaIMG2019 -GRÀFICHE/-GRAPHICS
Adenine: A HPC-oriented tool for biological data exploration2019Fiorini Samuele; Tomasi Federico; Squillario Margherita; Barla AnnalisaLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Visual computing methods for assessing the well-being of older people2019Martini C.; Odone F.; Noceti N.; Chessa M.; Barla A.; Verri A.; Cella A.; Pilotto A.; Rollandi G. A.Communications in Computer and Information Science
The hidden information in patient-reported outcomes and clinician-assessed outcomes: multiple sclerosis as a proof of concept of a machine learning approach2019Brichetto G.; Monti Bragadin M.; Fiorini S.; Battaglia M. A.; Konrad G.; Ponzio M.; Pedulla L.; Verri A.; Barla A.; Tacchino A.NEUROLOGICAL SCIENCES
Secondary Somatic Mutations in G-Protein-Related Pathways and Mutation Signatures in Uveal Melanoma2019Piaggio Francesca; Tozzo Veronica; Bernardi Cinzia; Croce Michela; Puzone Roberto; Viaggi Silvia; Patrone Serena; Barla Annalisa; Coviello Domenico; J. Jager Martine; van der Velden Pieter A.; Zeschnigk , et al.CANCERS
Predicting diabetes second-line therapy initiation in the Australian population via time span-guided neural attention network2019Fiorini Samuele; Hajati Farshid; Barla Annalisa; Girosi FedericoPLOS ONE
Next Generation Sequencing and Microrna Assay in a Cohort of Patients Affected By Myelodysplastic Syndromes. an Analysis of Clinical and Genotypic Features2019Avenoso Daniele; Squillario Margherita; Barla Annalisa; Verri Alessandro; Carminati Enrico; Nurra Clara; Todisco Elisabetta; Gigli Federica; Gregato Giuliana; Poletti Claudia; Bertolini Francesco; Mufti , et al.BLOOD
Icing: Large-scale inference of immunoglobulin clonotypes2019Tomasi Federico; Squillario Margherita; Verri Alessandro; Bagnara Davide; Barla AnnalisaLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
How many mutations does it take to make a uveal melanoma?2019Piaggio Francesca; Tozzo Veronica; Bernardi Cinzia; Croce Michela; LO SICCO Claudia; Gangemi Rosaria; Puzone Roberto; Viaggi Silvia; Patrone Serena; Barla Annalisa; Coviello Domenico; Jager , et al.Archives of Clinical and Experimental Ophthalmology
Discrete Changes in Glucose Metabolism Define Aging2019Ravera Silvia; Podestà Marina; Sabatini Federica; Dagnino Monica; Cilloni Daniela; Fiorini Samuele; Barla Annalisa; Frassoni FrancescoSCIENTIFIC REPORTS
Different features of tumor-associated NK cells in patients with low-grade or high-grade peritoneal carcinomatosis2019Pesce S.; Belgrano V.; Greppi M.; Carlomagno S.; Squillario M.; Barla A.; Della Chiesa M.; Di Domenico S.; Mavilio D.; Moretta L.; Candiani S.; Sivori , et al.FRONTIERS IN IMMUNOLOGY
Development of a smart post-hospitalization facility for older people by using domotics, robotics, and automated tele-monitoring2019Pilotto Alberto; Verri Alessandro; Rollandi Gian Andrea; Casiddu Niccolò; Odone Francesca; Veronese Nicola; Puntoni Matteo; Porfirione Claudia; Barla Annalisa; Femia Rosetta; Pericu Silvia; Martini , et al.GERIATRIC CARE
Cancer mutational signatures identification with sparse dictionary learning2019Tozzo Veronica; Barla AnnalisaLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
A visual computing approach for estimating the motility index in the frail elder2018Martini Chiara; Noceti Nicoletta; Chessa Manuela; Barla Annalisa; Cella Alberto; Rollandi GIAN ANDREA; Pilotto Alberto; Verri Alessandro; Odone FrancescaPROCEEDINGS OF THE 13TH INTERNATIONAL JOINT CONFERENCE ON COMPUTER VISION, IMAGING AND COMPUTER GRAPHICS THEORY AND APPLICATIONS (VISIGRAPP 2018), VOL 5: VISAPP PROCEEDINGS OF THE 13TH INTERNATIONAL JOINT CONFERENCE ON COMPUTER VISION, IMAGING AND COMPUTER GRAPHICS THEORY AND APPLICATIONS (VISIGRAPP 2018), VOL 5: VISAPP
New miRNA signature heralds human NK cell subsets at different maturation steps: Involvement of miR-146a-5p in the regulation of KIR expression2018Pesce Silvia; Squillario Margherita; Greppi Marco; Loiacono Fabrizio; Moretta Lorenzo; Moretta Alessandro; Sivori Simona; Castagnola Patrizio; Barla Annalisa; Candiani Simona; Marcenaro EmanuelaFRONTIERS IN IMMUNOLOGY
New miRNA signature heralds human NK cell subsets at different maturation steps: involvement of miR- 146a-5p in the regulation of KIR expression2018Pesce Silvia; Squillario Margherita; Greppi Marco; Loiacono Fabrizio; Moretta Lorenzo; Moretta Alessandro; Sivori Simona; Castagnola Patrizio; Barla Annalisa; Candiani Simona; Marcenaro EmanuelaFRONTIERS IN IMMUNOLOGY FRONTIERS IN IMMUNOLOGY
Multi-task multiple kernel learning reveals relevant frequency bands for critical areas localization in focal epilepsy2018D'Amario Vanessa; Tomasi Federico; Tozzo Veronica; Arnulfo Gabriele; Barla Annalisa; Nobili Lino3rd Machine Learning for Healthcare Conference
Hey there's DALILA: a DictionAry LearnIng LibrAry2018Tozzo Veronica; D'Amario Vanessa; Barla Annalisa2017 Imperial College Computing Student Workshop (ICCSW 2017)
Data-Driven Continuous Assessment of Frailty in Older People2018Martini Chiara; Barla Annalisa; Odone Francesca; Verri Alessandro; Cella Alberto; Rollandi Gian Andrea; Pilotto AlbertoFRONTIERS IN DIGITAL HUMANITIES
Temporal prediction of multiple sclerosis evolution from patient-centered outcomes2017Fiorini Samuele; Verri Alessandro; Barla Annalisa; Tacchino Andrea; Brichetto GiampaoloProceedings of the 2nd Machine Learning for Healthcare Conference
Data-driven strategies for robust forecast of continuous glucose monitoring time-series2017Fiorini Samuele; Martini Chiara; Malpassi Davide; Cordera Renzo; Maggi Davide; Verri Alessandro; Barla Annalisa2017 39TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC) 2017 39TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC)
Predicting multiple sclerosis disease course with patient centred outcomes (PCOs): a machine learning approach2016Brichetto Giampaolo; Fiorini Samuele; Ponzio M; Barla Annalisa; Verri Alessandro; Tacchino AndreaMULTIPLE SCLEROSIS JOURNAL MULTIPLE SCLEROSIS JOURNAL
PALLADIO: A parallel framework for robust variable selection in high-dimensional data2016Barbieri Matteo; Fiorini Samuele; Tomasi Federico; Barla AnnalisaPROCEEDINGS OF PYHPC2016: 6TH WORKSHOP ON PYTHON FOR HIGH-PERFORMANCE AND SCIENTIFIC COMPUTING PROCEEDINGS OF PYHPC2016: 6TH WORKSHOP ON PYTHON FOR HIGH-PERFORMANCE AND SCIENTIFIC COMPUTING
Enhancing Interpretability of Gene Signatures with Prior Biological Knowledge2016Squillario Margherita; Barbieri Matteo; Verri Alessandro; Barla AnnalisaMICROARRAYS
A machine learning pipeline for multiple sclerosis course detection from clinical scales and patient reported outcomes2015Fiorini Samuele; Verri Alessandro; Tacchino Andrea; Ponzio Michela; Brichetto Giampaolo; Barla AnnalisaIEEE ENGINEERING IN MEDICINE AND BIOLOGY ... ANNUAL CONFERENCE PROCEEDINGS
L’Ora del Codice è arrivata a Genova!2015Ancona Davide; Barla Annalisa; Catania Barbara; Delzanno Giorgio; Guerrini Giovanna; Mascardi Viviana; Odone Francesca; Ribaudo MarinaMONDO DIGITALE
Improving disease course detection in multiple sclerosis: an alternative patient-reported outcomes-based strategy2015Brichetto Giampaolo; Fiorini Samuele; Tacchino Andrea; Ponzio Michela; Barla Annalisa; Verri AlessandroMULTIPLE SCLEROSIS
Genome instability model of metastatic neuroblastoma tumorigenesis by a dictionary learning algorithm2015Masecchia Salvatore; Coco Simona; Barla Annalisa; Verri Alessandro; Tonini Gian PaoloBMC MEDICAL GENOMICS
Advances in dynamic modeling of colorectal cancer signaling-network regions, a path toward targeted therapies.2015Tortolina Lorenzo; Duffy Dj; Maffei Massimo; Castagnino Nicoletta; Carmody Am; Kolch W; Kholodenko Bn; DE AMBROSI Cristina; Barla A; Biganzoli Em; Nencioni Alessio; Patrone , et al.ONCOTARGET
A Machine Learning Pipeline for Identification of Discriminant Pathways2014Barla Annalisa; G. Jurman; R. Visintainer; Squillario Margherita; M. Filosi; S. Riccadonna; C. FurlanelloSPRINGER HANDBOOK OF BIO-/NEUROINFORMATICS SPRINGER HANDBOOK OF BIO-/NEUROINFORMATICS
Quantitative echography in primary uveal melanoma treated by proton beam therapy.2014C. Mosci; F. B. Lanza; Mosci Sofia; Barla AnnalisaCANADIAN JOURNAL OF OPHTHALMOLOGY-JOURNAL CANADIEN D OPHTALMOLOGIE
The Use of Platelet-rich Plasma Gel in Patients with Mixed Tumour Undergoing Superficial Parotidectomy: A Randomized Study2014M. Scala; P. Mereu; Spagnolo Francesco; Massa Michela; Barla Annalisa; Mosci Sofia; G. Forno; A. Ingenito; P. StradaIN VIVO
Regularized Dictionary Learning2014Barla Annalisa; Salzo Saverio; Verri AlessandroRegularization, Optimization, Kernels, and Support Vector Machines
Regenerative Medicine for the Treatment of Teno-desmic Injuries of the Equine. A Series of 150 Horses Treated with Platelet-derived Growth Factors2014M. Scala; S. Lenarduzzi; F. Spagnolo; Trapasso Maria; C. Ottonello; A. Muraglia; Barla Annalisa; P. StradaIN VIVO
Identification of Pathway Signatures in Parkinson’s Disease with Gene Ontology and Sparse Regularization2014Squillario Margherita; Zycinski Grzegorz; Barla Annalisa; Verri AlessandroCOMPUTATIONAL INTELLIGENCE METHODS FOR BIOINFORMATICS AND BIOSTATISTICS: 10TH INTERNATIONAL MEETING COMPUTATIONAL INTELLIGENCE METHODS FOR BIOINFORMATICS AND BIOSTATISTICS: 10TH INTERNATIONAL MEETING
Alternating proximal regularized dictionary learning.2014Salzo Saverio; Masecchia Salvatore; Verri Alessandro; Barla AnnalisaNEURAL COMPUTATION
A dictionary learning based method for aCGH segmentation2013Masecchia Salvatore; Salzo Saverio; Barla Annalisa; Verri AlessandroESANN 2013 proceedings, 21st European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning
Regenerative surgery for the definitive repair of chronic ulcers: a series of 34 cases treated with platelet-derived growth factors.2013Spagnolo Francesco; Trapasso Maria; S. Monteghirfo; Barla Annalisa; M. ScalaPLASTIC AND RECONSTRUCTIVE SURGERY
Parameter Space Exploration within Dynamic Simulations of Signaling Networks2013C. De Ambrosi; Barla Annalisa; Tortolina Lorenzo; Castagnino Nicoletta; R. Pesenti; Verri Alessandro; Ballestrero Alberto; Patrone Franco; Parodi SilvioMATHEMATICAL BIOSCIENCES AND ENGINEERING
Molecular fingerprinting reflects different histotypes and brain region in low grade gliomas2013S. Mascelli; Barla Annalisa; A. Raso; Mosci Sofia; P. Nozza; R. Biassoni; G. Morana; M. Huber; C. Mircean; D. Fasulo; K. Noy; G. , et al.BMC CANCER
Knowledge Driven Variable Selection (KDVS) - a new approach to enrichment analysis of gene signatures obtained from high-throughput data2013Zycinski Grzegorz; Barla Annalisa; Squillario Margherita; T. Sanavia; B. Di Camillo; Verri AlessandroSOURCE CODE FOR BIOLOGY AND MEDICINE
Identifying relevant gene functions in Parkinson’s disease: a comparison between analysis pipelines.2013Squillario Margherita; Zycinski Grzegorz; Barla Annalisa; Verri AlessandroCIBB 2013
Dictionary learning improves subtyping of breast cancer aCGH data2013Masecchia Salvatore; Barla Annalisa; Salzo Saverio; Verri Alessandro2013 35TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC) 2013 35TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC)
A Distinct Gene-Expression Profile in Pediatric Ganglioglioma2012Samantha Mascelli; Alessandro Raso; Barla Annalisa; Paolo Nozza; Roberto Biassoni; Sara Pignatelli; Cama Armando; Verri Alessandro; Valeria Capra; Marialuisa GarrèNEURO-ONCOLOGY NEURO-ONCOLOGY
A Machine Learning Pipeline For Discriminant Pathways Identification2012Barla Annalisa; G. Jurman; R. Visintainer; Squillario Margherita; M. Filosi; S. Riccadonna; C. FurlanelloComputational Intelligence Methods for Bioinformatics and Biostatistics - 8th International Meeting, CIBB 2011,Gargnano-Lago di Garda, Italy, June 30-July 2, 2011, Selected revised papers
Multi-Output Learning via Spectral Filtering2012Baldassarre L; Rosasco Lorenzo; Barla Annalisa; Verri AlessandroMACHINE LEARNING
Inferring oncogenetic tree-models from aCGH of metastatic neuroblastoma2012Masecchia Salvatore; Barla Annalisa; Squillario Margherita; Simona Coco; Verri Alessandro; Gian Paolo Tonini11th European Conference on Computational Biology
Effect of Size and Heterogeneity of Samples on Biomarker Discovery: Synthetic and Real Data Assessment2012Barbara Di Camillo; Tiziana Sanavia; Matteo Martini; Giuseppe Jurman; Francesco Sambo; Barla Annalisa; Squillario Margherita; Cesare Furlanello; Gianna Toffolo; Claudio CobelliPLOS ONE
Dynamic simulations of pathways downstream of TGF-β , Wnt and EGF-family grow- th factors, in colorectal cancer, including mutations and treatments with onco-protein inhibitors2012Tortolina Lorenzo; Castagnino Nicoletta; DE AMBROSI Cristina; Barla Annalisa; Verri Alessandro; Zoppoli Gabriele; Bagnasco Luca; D. Piras; Patrone Franco; Ballestrero Alberto; Parodi SilvioNew Challenges for Cancer Systems Biomedicine
Dynamic simulations of pathways downstream of TGF-beta , Wnt and EGF-family growth factors, in colorectal cancer, including mutations and treatments with onco-protein inhibitors2012Tortolina Lorenzo; Castagnino Nicoletta; Ambrosi C. De; Barla Annalisa; Verri Alessandro; Zoppoli G.; Bagnasco Luca; Piras Daniela; Patrone Franco; Ballestrero AlbertoCURRENT CANCER DRUG TARGETS CURRENT CANCER DRUG TARGETS
Discriminant functional gene groups identification with machine learning and prior knowledge2012Zycinski Grzegorz; Squillario Margherita; Barla Annalisa; T. Sanavia; Verri Alessandro; B. Di CamilloThe 20 th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning - Proceedings
Comparison of clinical outcomes for patients with large choroidal melanoma after primary treatment with enucleation or proton beam radiotherapy.2012Mosci C; Lanza Fb; Barla Annalisa; Mosci Sofia; Hérault J; Anselmi L; Truini M.OPHTHALMOLOGICA
Analysis of a Parkinson’s dataset: comparison between KDVS and the Standard pipeline2012Squillario Margherita; Zycinski Grzegorz; Masecchia Salvatore; Verri Alessandro; Barla Annalisa11th European Conference on Computational Biology
A computational procedure for functional characterization of potential marker genes from molecular data: Alzheimer's as a case study2011Margherita Squillario; Barla AnnalisaBMC MEDICAL GENOMICS
A machine learning pipeline for discriminant pathways identification2011Barla Annalisa; G. Jurman; R. Visintainer; Squillario Margherita; M. Filosi; S. Riccadonna; C. FurlanelloCIBB 2011
A molecular based subtyping in juvenile idiopathic arthritis (JIA)2011Squillario Margherita; Malattia Clara; Basso Curzio; Barla Annalisa19th Annual International Conference on Intelligent Systems for Molecular Biology and 10th European Conference on Computational Biology
Uncovering Candidate Biomarkers for Alzheimer's and Parkison's Diseases with Regularization Methods and Prior Knowledge2011Squillario Margherita; Masecchia Salvatore; Zycinski Grzegorz; Barla AnnalisaProceedings of AD/PD 2011
SVS: Data and knowledge integration in computational biology2011Zycinski Grzegorz; Barla Annalisa; Verri Alessandro2011 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC) 2011 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC)
Parameter Space Exploration within Dynamic Simulations of a Signaling Network Downstream of TGF-beta, WNT and EGF-family growth factors, with reference to colorectal cancer2011Barla Annalisa; DE AMBROSI Cristina; Tortolina Lorenzo; Castagnino Nicoletta; Pesenti R.; Verri Alessandro; Ballestrero Alberto; Patrone F.; Parodi S.Workshop on MATHEMATICAL ONCOLOGY: NEW CHALLENGES FOR SYSTEMS BIOMEDICINE
Gene Ontology based classification improves prediction and gene signature interpretability.2011Tiziana Sanavia; Aler Crepaldi; Barla Annalisa; Barbara Di CamilloNETTAB 2011
Effects of Parameter Space Exploration within Dynamic Simulations of Pathways Downstream of Erbb-family on Breast Cancer2011DE AMBROSI Cristina; Tortolina Lorenzo; Castagnino Nicoletta; R. Pesenti; Barla Annalisa; Verri Alessandro; Ballestrero Alberto; Parodi Silvio8th Annual Meeting of the Bioinformatics Italian Society
Dynamic Simulations of Pathway Cross-talks Relevant in Colorectal Cancer: A Quantitative Parameter Sensitivity Analysis2011DE AMBROSI Cristina; Barla Annalisa; Tortolina Lorenzo; Castagnino Nicoletta; R. Pesenti; Verri Alessandro; Ballestrero Alberto; Patrone Franco; Parodi SilvioNetwork Tools and Applications in Biology (NETTAB) Workshop
A Biology-driven Approach Identifies the Hypoxia Gene Signature as a Predictor of the Outcome of Neuroblastoma Patients2010Fardin P; Barla Annalisa; Mosci Sofia; Rosasco Lorenzo; Verri Alessandro; Caron H; Molenaar J; Ora I; Eva A; Puppo M; Varesio L.MOLECULAR CANCER
Vector Field Learning via Spectral Filtering2010Baldassarre L; Rosasco Lorenzo; Barla Annalisa; Verri AlessandroMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES, PT I MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES, PT I
Specific gene expression signatures of low-grade gliomas (LGG)2010Mascelli S.; Raso A.; Nozza P.; Pignatelli S.; Biassoni R.; Barla Annalisa; Mosci Sofia; Rosasco Lorenzo; Verri Alessandro; Wittenberg G.; Noy K.; Mircean , et al.NEURO-ONCOLOGY NEURO-ONCOLOGY
Learning how to grasp objects2010Barla Annalisa; L. Baldassarre; Noceti Nicoletta; Odone FrancescaProc. of ESANN, European Symposium on Artificial Neural Net
L1-L2 regularization framework for Alzheimer’s molecular characterization2010Barla Annalisa; Masecchia Salvatore; Squillario Margherita18th Annual International Conference on Intelligent Systems for Molecular Biology
Identification of Multiple Hypoxia Signatures in Neuroblastoma Cell Lines by l1-l2 Regularization and Data Reduction2010Fardin P; Cornero A; Barla Annalisa; Mosci Sofia; Acquaviva M; Rosasco Lorenzo; Gambini C; Verri Alessandro; Varesio L.JOURNAL OF BIOMEDICINE AND BIOTECHNOLOGY
Functional characterization of Parkinson by high-throughput data analysis with l1l2 regularization2010Squillario Margherita; Masecchia Salvatore; Barla Annalisa9th European Conference on Computational Biology
Effect of size and heterogeneity of samples on biomarker discovery: synthetic and real data assessment2010Di Camillo B.; Martini M; Sanavia T; Jurman G; Sambo F; Barla Annalisa; Squillario Margherita; Furlanello C; Toffolo G; Cobelli C.PLOS ONE PLOS ONE
Combining l1-l2 regularization with biological prior for multi-level hypoxia signature in Neuroblastoma2010Barla Annalisa; Mosci Sofia; Rosasco Lorenzo; Verri Alessandro; P. Fardin; A. Cornero; M. Acquaviva; L. VaresioWorkshop on Machine Learning in Systems Biology
Towards a theoretical framework for learning multi-modal patterns for embodied agents2009Noceti Nicoletta; B. Caputo; C. Castellini; L. Baldassarre; Barla Annalisa; Rosasco Lorenzo; Odone Francesca; Sandini GiulioIMAGE ANALYSIS AND PROCESSING - ICIAP 2009, PROCEEDINGS IMAGE ANALYSIS AND PROCESSING - ICIAP 2009, PROCEEDINGS
The l1-l2 Regularization Framework Unmasks the Hypoxia Signature Hidden in the Transcriptome of a Set of Heterogenous Neuroblastoma Cell Lines2009Fardin P; Barla Annalisa; Mosci Sofia; Rosasco Lorenzo; Verri Alessandro; Varesio L.BMC GENOMICS
Proton beam radiotherapy of uveal melanoma: Italian patients treated in Nice, France.2009C. Mosci; Mosci Sofia; Barla Annalisa; Squarcia Sandro; P. Chauvel; N. IborraEUROPEAN JOURNAL OF OPHTHALMOLOGY
Deployment of a Regularized Feature Selection Framework on an Overlay Desktop Grid2009Barla Annalisa; Ferrante Marco2009 INTERNATIONAL WORKSHOP ON HIGH PERFORMANCE COMPUTATIONAL SYSTEMS BIOLOGY, PROCEEDINGS 2009 INTERNATIONAL WORKSHOP ON HIGH PERFORMANCE COMPUTATIONAL SYSTEMS BIOLOGY, PROCEEDINGS
A Method for Robust Variable Selection with Significance Assessment2008Barla Annalisa; Mosci Sofia; Rosasco Lorenzo; Verri Alessandro16th European Symposium on Artificial Neural Networks, Bruges, Belgium, April 23-25, 2008, Proceedings
Finding structured gene signatures2008Mosci Sofia; Barla Annalisa; Verri Alessandro; Rosasco Lorenzo2008 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE WORKSHOPS, PROCEEDINGS 2008 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE WORKSHOPS, PROCEEDINGS
Vector valued regression for iron overload estimation2008 19th International Conference on Pattern Recognition2008Luca Baldassarre; Barla Annalisa; Gianesin Barbara; Marinelli Mauro2008 19th International Conference on Pattern Recognition
Machine learning methods for predictive proteomics2008Barla Annalisa; G. Jurman; S. Riccadonna; S. Merler; M. Chierici; C. FurlanelloBRIEFINGS IN BIOINFORMATICS
Algebraic stability indicators for ranked lists in molecular profiling2008G. Jurman; S. Merler; Barla Annalisa; S. Paoli; A. Galea; C. FurlanelloBIOINFORMATICS
A Grid Environment for High-Throughput Proteomics2007Mario Cannataro; Barla Annalisa; Roberto Flor; Giuseppe Jurman; Stefano Merler; Silvano Paoli; Giuseppe Tradigo; Pierangelo Veltri; Cesare FurlanelloIEEE TRANSACTIONS ON NANOBIOSCIENCE
Semisupervised multiband segmentation for predictive proteomic analysis.2007Barla Annalisa; B. Irler; S. Paoli; G. Jurman; S. Merler; C. FurlanelloCongress of European Proteomics Association
Classificazione predittiva per il profiling proteomico2007G. Jurman; Barla Annalisa; S. Riccadonna; C. FurlanelloGenomica e Proteomica Computazionale
Proteome Profiling without Selection Bias2006Barla Annalisa; B. Irler; S. Merler; G. Jurman; S. Paoli; C. Furlanello19TH IEEE INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS, PROCEEDINGS 19TH IEEE INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS, PROCEEDINGS
Web Tools to Support Image Classification2005Odone Francesca; Barla Annalisa; Franceschi E; Verri AlessandroInternet Imaging VI Internet Imaging VI
Building Kernels from Binary Strings for Image Matching2005Odone Francesca; Barla Annalisa; Verri AlessandroIEEE TRANSACTIONS ON IMAGE PROCESSING
Old Fashioned State-of-the-art Image Classification2003Barla Annalisa; Odone Francesca; Verri Alessandro12TH INTERNATIONAL CONFERENCE ON IMAGE ANALYSIS AND PROCESSING, PROCEEDINGS 12TH INTERNATIONAL CONFERENCE ON IMAGE ANALYSIS AND PROCESSING, PROCEEDINGS
Histogram Intersection Kernel for Image Classification2003Barla Annalisa; Odone Francesca; Verri Alessandro2003 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL 3, PROCEEDINGS 2003 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL 3, PROCEEDINGS
Kernel-based 3D Object Representation,2002Barla Annalisa; Odone FrancescaARTIFICIAL NEURAL NETWORKS - ICANN 2002 ARTIFICIAL NEURAL NETWORKS - ICANN 2002
Image Kernels2002Barla Annalisa; Franceschi E; Odone Francesca; Verri AlessandroPATTERN RECOGNITION WITH SUPPORT VECTOR MACHINES, PROCEEDINGS PATTERN RECOGNITION WITH SUPPORT VECTOR MACHINES, PROCEEDINGS
Hausdorff Kernel for 3D Object Acquisition and Detection2002Barla Annalisa; Odone Francesca; Verri AlessandroCOMPUTER VISION - ECCV 2002, PT IV COMPUTER VISION - ECCV 2002, PT IV
Metodo e sistema di user-centered design per strutturazione ed aggiornamento automatico di contenuti informativi2019-11-05Barla Annalisa; Vian Andrea; Nunzi Simone