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15th CIBB 2018: Caparica, Portugal
- Maria Raposo
, Paulo A. Ribeiro
, Susana Sério
, Antonino Staiano
, Angelo Ciaramella
:
Computational Intelligence Methods for Bioinformatics and Biostatistics - 15th International Meeting, CIBB 2018, Caparica, Portugal, September 6-8, 2018, Revised Selected Papers. Lecture Notes in Computer Science 11925, Springer 2020, ISBN 978-3-030-34584-6
Computational Intelligence Methods for Bioinformatics and Biostatistics
- Angelo Ciaramella
, Davide Nardone
, Antonino Staiano
:
Compressive Sensing and Hierarchical Clustering for Microarray Data with Missing Values. 3-10 - Pedro F. Ferreira
, Alexandra M. Carvalho
, Susana Vinga
:
Variational Inference in Probabilistic Single-cell RNA-seq Models. 11-18 - Vincenzo Bonnici
, Simone Caligola
, Antonino Aparo
, Rosalba Giugno
:
Centrality Speeds the Subgraph Isomorphism Search Up in Target Aware Contexts. 19-26 - Sebastian Daberdaku
:
Structure-Based Antibody Paratope Prediction with 3D Zernike Descriptors and SVM. 27-49 - Laxmi Parida
, Filippo Utro
:
Simultaneous Phasing of Multiple Polyploids. 50-68 - Vanessa D'Amario, Gabriele Arnulfo, Lino Nobili, Annalisa Barla
:
Classification of Epileptic Activity Through Temporal and Spatial Characterization of Intracranial Recordings. 69-79 - Marco Frasca
, Maryam Sepehri, Alessandro Petrini, Giuliano Grossi, Giorgio Valentini:
Committee-Based Active Learning to Select Negative Examples for Predicting Protein Functions. 80-87 - Cheick Tidiane Ba
, Elena Casiraghi
, Marco Frasca
, Jessica Gliozzo
, Giuliano Grossi
, Marco Mesiti
, Marco Notaro
, Paolo Perlasca
, Alessandro Petrini
, Matteo Re
, Giorgio Valentini
:
A Graphical Tool for the Exploration and Visual Analysis of Biomolecular Networks. 88-98 - Hassan Pazira
:
Improved Predictor-Corrector Algorithm. 99-106 - Antonino Fiannaca
, Laura La Paglia
, Massimo La Rosa
, Giosuè Lo Bosco
, Riccardo Rizzo
, Alfonso Urso
:
Identification of Key miRNAs in Regulation of PPI Networks. 107-117 - Domenico Amato
, Mattia Antonino Di Gangi
, Giosuè Lo Bosco
, Riccardo Rizzo
:
Recurrent Deep Neural Networks for Nucleosome Classification. 118-127
Modeling and Simulation Methods in System Biology
- Vera Djordjilovic
, Monica Chiogna
, Chiara Romualdi
, Elisa Salviato
:
Searching for the Source of Difference: A Graphical Model Approach. 131-138 - Mahdi Shafiee Kamalabad, Marco Grzegorczyk:
A New Partially Segment-Wise Coupled Piece-Wise Linear Regression Model for Statistical Network Structure Inference. 139-152 - Ahmad Husein Alkaff
, Mutiara Saragih
, Mochammad Arfin Fardiansyah Nasution
, Usman Sumo Friend Tambunan
:
Inhibition of Primed Ebola Virus Glycoprotein by Peptide Compound Conjugated to HIV-1 Tat Peptide Through a Virtual Screening Approach. 153-165 - Mochammad Arfin Fardiansyah Nasution
, Ahmad Husein Alkaff
, Ilmi Fadhilah Rizki
, Ridla Bakri
, Usman Sumo Friend Tambunan
:
Pharmacophore Modelling, Virtual Screening, and Molecular Docking Simulations of Natural Product Compounds as Potential Inhibitors of Ebola Virus Nucleoprotein. 166-178 - Chiara Damiani
, Dario Pescini
, Marco S. Nobile
:
Global Sensitivity Analysis of Constraint-Based Metabolic Models. 179-186 - Niccoló Totis
, Andrea Tangherloni
, Marco Beccuti
, Paolo Cazzaniga
, Marco S. Nobile
, Daniela Besozzi
, Marzio Pennisi
, Francesco Pappalardo
:
Efficient and Settings-Free Calibration of Detailed Kinetic Metabolic Models with Enzyme Isoforms Characterization. 187-202
Computational Models in Health Informatics and Medicine
- Angela Serra
, Antonio della Pietra, Marcus Herdener
, Roberto Tagliaferri
, Fabrizio Esposito
:
Automatic Discrimination of Auditory Stimuli Perceived by the Human Brain. 205-211 - Razvan Kusztos, Giovanna Maria Dimitri
, Pietro Lió
:
Neural Models for Brain Networks Connectivity Analysis. 212-226 - Fabrizio Frasca
, Matteo Matteucci
, Marco J. Morelli
, Marco Masseroli
:
Exposing and Characterizing Subpopulations of Distinctly Regulated Genes by K-Plane Regression. 227-238 - Hugo F. M. C. Martiniano
, Muhammad Asif
, Astrid Moura Vicente
, Luís Correia
:
Network Propagation-Based Semi-supervised Identification of Genes Associated with Autism Spectrum Disorder. 239-248 - Arif Canakoglu
, Luca Nanni
, Artur Sokolovsky
, Stefano Ceri
:
Designing and Evaluating Deep Learning Models for Cancer Detection on Gene Expression Data. 249-261 - Casimiro Aday Curbelo Montañez
, Paul Fergus
, Carl Chalmers
, Jade Hind:
Analysis of Extremely Obese Individuals Using Deep Learning Stacked Autoencoders and Genome-Wide Genetic Data. 262-276 - Marta Lovino
, Gianvito Urgese
, Enrico Macii
, Santa Di Cataldo
, Elisa Ficarra
:
Predicting the Oncogenic Potential of Gene Fusions Using Convolutional Neural Networks. 277-284 - João Villa-Brito, Marta B. Lopes
, Alexandra M. Carvalho
, Susana Vinga
:
Unravelling Breast and Prostate Common Gene Signatures by Bayesian Network Learning. 285-292
Engineering Bio-Interfaces and Rudimentary Cells as a Way to Develop Synthetic Biology
- Filipa Pires
, Bárbara Rodrigues, Gonçalo Magalhães-Mota
, Paulo A. Ribeiro
, Maria Raposo
:
Effect of Epigallocatechin-3-gallate on DMPC Oxidation Revealed by Infrared Spectroscopy. 295-302 - Thais P. Pivetta
, Filipa Pires
, Maria Raposo
:
Effect of EGCG on the DNA in Presence of UV Radiation. 303-308 - Sara Pereira
, Érica Pinto, Paulo António Ribeiro
, Susana Sério
:
Non-thermal Atmospheric Pressure Plasmas: Generation, Sources and Applications. 309-318 - João Pereira-da-Silva
, Paulo M. Zagalo
, Gonçalo Magalhães-Mota, Paulo A. Ribeiro
, Maria Raposo
:
Adsorption of Triclosan on Sensors Based on PAH/PAZO Thin-Films: The Effect of pH. 319-325 - Gonçalo Magalhães-Mota
, Filipa Pires
, Paulo A. Ribeiro
, Maria Raposo
:
Detection of Triclosan Dioxins After UV Irradiation - A Preliminar Study. 326-332

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