Elena Marchiori

ORCID

Publication Activity (10 Years)

Years Active: 1991-2024
Publications (10 Years): 44

Top Venues

CoRR

ENTER

IEEE Trans. Neural Networks Learn. Syst.

Medical Imaging: Computer-Aided Diagnosis

Publications

Kai Chen, Twan van Laarhoven, Elena Marchiori
Compressing spectral kernels in Gaussian Process: Enhanced generalization and interpretability. Pattern Recognit. 155 (2024)
Elide Garbani-Nerini, Elena Marchiori, Nadzeya Sabatini, Lorenzo Cantoni
Creating private and public value in data-related management projects: a cross-border case study from Switzerland and Italy. DG.O (2024)
M. Khojaste Sarakhsi, Seyedhamidreza Shahabi Haghighi, S. M. T. Fatemi Ghomi, Elena Marchiori
A 3D multi-scale CycleGAN framework for generating synthetic PETs from MRIs for Alzheimer's disease diagnosis. Image Vis. Comput. 146 (2024)
M. Khojaste Sarakhsi, Seyedhamidreza Shahabi Haghighi, S. M. T. Fatemi Ghomi, Elena Marchiori
Deep learning for Alzheimer's disease diagnosis: A survey. Artif. Intell. Medicine 130 (2022)
Kai Chen, Twan van Laarhoven, Elena Marchiori, Feng Yin, Shuguang Cui
Multitask Gaussian Process With Hierarchical Latent Interactions. ICASSP (2022)
Gijs van Tulder, Yao Tong, Elena Marchiori
Multi-view analysis of unregistered medical images using cross-view transformers. CoRR (2021)
Gijs van Tulder, Yao Tong, Elena Marchiori
Multi-view Analysis of Unregistered Medical Images Using Cross-View Transformers. MICCAI (3) (2021)
Kai Chen, Twan van Laarhoven, Elena Marchiori
Gaussian processes with skewed Laplace spectral mixture kernels for long-term forecasting. Mach. Learn. 110 (8) (2021)
Zaheer Babar, Twan van Laarhoven, Fabio Massimo Zanzotto, Elena Marchiori
Evaluating diagnostic content of AI-generated radiology reports of chest X-rays. Artif. Intell. Medicine 116 (2021)
Kai Chen, Twan van Laarhoven, Perry Groot, Jinsong Chen, Elena Marchiori
Multioutput Convolution Spectral Mixture for Gaussian Processes. IEEE Trans. Neural Networks Learn. Syst. 31 (7) (2020)
Kai Chen, Twan van Laarhoven, Elena Marchiori
Skewed Laplace Spectral Mixture kernels for long-term forecasting in Gaussian process. CoRR (2020)
Kai Chen, Twan van Laarhoven, Perry Groot, Jinsong Chen, Elena Marchiori
Generalized Convolution Spectral Mixture for Multitask Gaussian Processes. IEEE Trans. Neural Networks Learn. Syst. 31 (12) (2020)
Kai Chen, Twan van Laarhoven, Jinsong Chen, Elena Marchiori
Incorporating Dependencies in Spectral Kernels for Gaussian Processes. ECML/PKDD (2) (2019)
Joris van Vugt, Elena Marchiori, Ritse Mann, Albert Gubern-Mérida, Nikita Moriakov, Jonas Teuwen
Vendor-independent soft tissue lesion detection using weakly supervised and unsupervised adversarial domain adaptation. Medical Imaging: Computer-Aided Diagnosis (2019)
Sebastiano Vascon, Sinem Aslan, Alessandro Torcinovich, Twan van Laarhoven, Elena Marchiori, Marcello Pelillo
Unsupervised Domain Adaptation using Graph Transduction Games. CoRR (2019)
Jeroen Manders, Twan van Laarhoven, Elena Marchiori
Adversarial Alignment of Class Prediction Uncertainties for Domain Adaptation. ICPRAM (2019)
Odette Scharenborg, Nikki van der Gouw, Martha A. Larson, Elena Marchiori
The Representation of Speech in Deep Neural Networks. MMM (2) (2019)
Sebastiano Vascon, Sinem Aslan, Alessandro Torcinovich, Twan van Laarhoven, Elena Marchiori, Marcello Pelillo
Unsupervised Domain Adaptation using Graph Transduction Games. IJCNN (2019)
Kenshi Nakaima, Elena Marchiori, Lorenzo Cantoni
Identification of Competing Destination Brand: The Case of Okinawa Island. ENTER (2019)
Joris van Vugt, Elena Marchiori, Ritse Mann, Albert Gubern-Mérida, Nikita Moriakov, Jonas Teuwen
Vendor-independent soft tissue lesion detection using weakly supervised and unsupervised adversarial domain adaptation. CoRR (2018)
Jacopo Acquarelli, Elena Marchiori, Lutgarde M. C. Buydens, Thanh N. Tran, Twan van Laarhoven
Spectral-Spatial Classification of Hyperspectral Images: Three Tricks and a New Learning Setting. Remote. Sens. 10 (7) (2018)
Kai Chen, Perry Groot, Jinsong Chen, Elena Marchiori
Spectral Mixture Kernels with Time and Phase Delay Dependencies. CoRR (2018)
Nastaran Mohammadian Rad, Twan van Laarhoven, Cesare Furlanello, Elena Marchiori
Novelty Detection using Deep Normative Modeling for IMU-Based Abnormal Movement Monitoring in Parkinson's Disease and Autism Spectrum Disorders. Sensors 18 (10) (2018)
Elena Marchiori, Evangelos Niforatos, Luca Preto
Analysis of users' heart rate data and self-reported perceptions to understand effective virtual reality characteristics. J. Inf. Technol. Tour. 18 (1-4) (2018)
Kai Chen, Perry Groot, Jinsong Chen, Elena Marchiori
Generalized Spectral Mixture Kernels for Multi-Task Gaussian Processes. CoRR (2018)
Jeroen Manders, Elena Marchiori, Twan van Laarhoven
Simple Domain Adaptation with Class Prediction Uncertainty Alignment. CoRR (2018)
Twan van Laarhoven, Elena Marchiori
Domain Adaptation with Randomized Expectation Maximization. CoRR (2018)
Nastaran Mohammadian Rad, Seyed Mostafa Kia, Calogero Zarbo, Twan van Laarhoven, Giuseppe Jurman, Paola Venuti, Elena Marchiori, Cesare Furlanello
Deep learning for automatic stereotypical motor movement detection using wearable sensors in autism spectrum disorders. Signal Process. 144 (2018)
Kai Chen, Perry Groot, Jinsong Chen, Elena Marchiori
Multi-Output Convolution Spectral Mixture for Gaussian Processes. CoRR (2018)
Nastaran Mohammadian Rad, Seyed Mostafa Kia, Calogero Zarbo, Twan van Laarhoven, Giuseppe Jurman, Paola Venuti, Elena Marchiori, Cesare Furlanello
Deep Learning for Automatic Stereotypical Motor Movement Detection using Wearable Sensors in Autism Spectrum Disorders. CoRR (2017)
Twan van Laarhoven, Elena Marchiori
Biased Bagging for Unsupervised Domain Adaptation. CoRR (2017)
Mohsen Ghafoorian, Alireza Mehrtash, Tina Kapur, Nico Karssemeijer, Elena Marchiori, Mehran Pesteie, Charles R. G. Guttmann, Frank-Erik de Leeuw, Clare M. Tempany, Bram van Ginneken, Andriy Fedorov, Purang Abolmaesumi, Bram Platel, William M. Wells III
Transfer Learning for Domain Adaptation in MRI: Application in Brain Lesion Segmentation. MICCAI (3) (2017)
Mohsen Ghafoorian, Alireza Mehrtash, Tina Kapur, Nico Karssemeijer, Elena Marchiori, Mehran Pesteie, Charles R. G. Guttmann, Frank-Erik de Leeuw, Clare M. Tempany, Bram van Ginneken, Andriy Fedorov, Purang Abolmaesumi, Bram Platel, William M. Wells III
Transfer Learning for Domain Adaptation in MRI: Application in Brain Lesion Segmentation. CoRR (2017)
Edoardo Cantoni, Elena Marchiori, Lorenzo Cantoni
Teenagers' Destination Website Navigation. A Comparison Among Eye-Tracking, Web Analytics, and Self-declared Investigation. HCI (20) (2017)
Jacopo Acquarelli, Elena Marchiori, Lutgarde M. C. Buydens, Thanh N. Tran, Twan van Laarhoven
Convolutional Neural Networks and Data Augmentation for Spectral-Spatial Classification of Hyperspectral Images. CoRR (2017)
Elena Marchiori, Evangelos Niforatos, Luca Preto
Measuring the Media Effects of a Tourism-Related Virtual Reality Experience Using Biophysical Data. ENTER (2017)
Mohsen Ghafoorian, Nico Karssemeijer, Tom Heskes, Inge van Uden, Clara I. Sánchez, Geert Litjens, Frank-Erik de Leeuw, Bram van Ginneken, Elena Marchiori, Bram Platel
Location Sensitive Deep Convolutional Neural Networks for Segmentation of White Matter Hyperintensities. CoRR (2016)
Elena Marchiori, Canio Di Nardo, Marcello M. Mariani, Lorenzo Cantoni
The Co-creation Process of the Online Image of an Italian World Heritage Site: The Sassi of Matera. ENTER (2016)
Twan van Laarhoven, Elena Marchiori
Local community detection by seed expansion: from conductance to weighted kernel 1-mean optimization. CoRR (2016)
Mohsen Ghafoorian, Nico Karssemeijer, Tom Heskes, I. W. M. van Uden, Frank-Erik de Leeuw, Elena Marchiori, Bram van Ginneken, Bram Platel
Non-uniform patch sampling with deep convolutional neural networks for white matter hyperintensity segmentation. ISBI (2016)
Twan van Laarhoven, Elena Marchiori
Local Network Community Detection with Continuous Optimization of Conductance and Weighted Kernel K-Means. J. Mach. Learn. Res. 17 (2016)
Mohsen Ghafoorian, Nico Karssemeijer, Tom Heskes, Mayra Bergkamp, Joost Wissink, Jiri Obels, Karlijn Keizer, Frank-Erik de Leeuw, Bram van Ginneken, Elena Marchiori, Bram Platel
Deep Multi-scale Location-aware 3D Convolutional Neural Networks for Automated Detection of Lacunes of Presumed Vascular Origin. CoRR (2016)
Elena Marchiori, Fabia Casnati, Lorenzo Cantoni
The Role of Destination in Hotels' Online Communications: A Bottom-Up Approach. ENTER (2016)
Jacopo Acquarelli, Monica Bianchini, Elena Marchiori
Discovering Potential Clinical Profiles of Multiple Sclerosis from Clinical and Pathological Free Text Data with Constrained Non-negative Matrix Factorization. EvoApplications (1) (2016)
Mohsen Ghafoorian, Nico Karssemeijer, Inge van Uden, Frank-Erik de Leeuw, Tom Heskes, Elena Marchiori, Bram Platel
Small white matter lesion detection in cerebral small vessel disease. Medical Imaging: Computer-Aided Diagnosis (2015)
Elena Marchiori, Lorenzo Cantoni
Studying Online Contents Navigation: A Comparison Between Eye-Tracking Technique and Self-Reported Investigation. ENTER (2015)
Silvia De Ascaniis, Alessia Borrè, Elena Marchiori, Lorenzo Cantoni
Listen to Your Customers! How Hotels Manage Online Travel Reviews. The Case of Hotels in Lugano. ENTER (2015)
Stjepan Picek, Domagoj Jakobovic, Julian F. Miller, Elena Marchiori, Lejla Batina
Evolutionary Methods for the Construction of Cryptographic Boolean Functions. EuroGP (2015)
Elena Marchiori, Irem Önder
Reframing the Image of a Destination: A Pre-Post Study on Social Media Exposure. ENTER (2015)
Ainhoa Serna, Elena Marchiori, Jon Kepa Gerrikagoitia, Aurkene Alzua-Sorzabal, Lorenzo Cantoni
An Auto-Coding Process for Testing the Cognitive-Affective and Conative Model of Destination Image. ENTER (2015)
Twan van Laarhoven, Elena Marchiori
Biases of Drug-Target Interaction Network Data. PRIB (2014)
Stjepan Picek, Elena Marchiori, Lejla Batina, Domagoj Jakobovic
Combining Evolutionary Computation and Algebraic Constructions to Find Cryptography-Relevant Boolean Functions. PPSN (2014)
Asta Adukaite, Annina Melanie Reimann, Elena Marchiori, Lorenzo Cantoni
Hotel Mobile Apps. The Case of 4 and 5 Star Hotels in European German-Speaking Countries. ENTER (2014)
Dimitrios Mavroeidis, Elena Marchiori
Feature selection for k-means clustering stability: theoretical analysis and an algorithm. Data Min. Knowl. Discov. 28 (4) (2014)
Twan van Laarhoven, Elena Marchiori
Axioms for graph clustering quality functions. J. Mach. Learn. Res. 15 (1) (2014)
Elena Marchiori, Alioune Ngom, Raj Acharya
Guest Editorial: Pattern Recognition in Bioinformatics. IEEE ACM Trans. Comput. Biol. Bioinform. 11 (3) (2014)
Twan van Laarhoven, Elena Marchiori
Network community detection with edge classifiers trained on LFR graphs. ESANN (2013)
Twan van Laarhoven, Elena Marchiori
An axiomatic study of objective functions for graph clustering. CoRR (2013)
Stein Keijzers, Peter Maandag, Elena Marchiori, Ida G. Sprinkhuizen-Kuyper
Image Similarity Search using a Negative Selection Algorithm. ECAL (2013)
Elena Marchiori
Class Dependent Feature Weighting and K-Nearest Neighbor Classification. PRIB (2013)
Elena Marchiori, Lorenzo Cantoni, Daniel R. Fesenmaier
What did they say about us? Message Cues and Destination Reputation in Social Media. ENTER (2013)
Elena Marchiori, Lorenzo Cantoni, Daniel R. Fesenmaier
Erratum to: What did they say about us? Message Cues and Destination Reputation in Social Media. ENTER (2013)
Elena Marchiori, Pauline Milwood, Florian Zach
Drivers and Benefits of Analysing DMOs' eWOM Activities. ENTER (2013)
Dimitrios Mavroeidis, Lejla Batina, Twan van Laarhoven, Elena Marchiori
PCA, Eigenvector Localization and Clustering for Side-Channel Attacks on Cryptographic Hardware Devices. ECML/PKDD (1) (2012)
Clara Pizzuti, Simona E. Rombo, Elena Marchiori
Complex Detection in Protein-Protein Interaction Networks: A Compact Overview for Researchers and Practitioners. EvoBIO (2012)
Twan van Laarhoven, Elena Marchiori
Robust Community Detection Methods with Resolution Parameter for Complex Detection in Protein Protein Interaction Networks. PRIB (2012)
Alessandro Inversini, Davide Eynard, Elena Marchiori, Leonardo Gentile
Destinations Similarity Based on User Generated Pictures' Tags. ENTER (2012)
Elena Marchiori, Giulia Pavese, Lorenzo Cantoni
eTcoMM - eTourism Communication Maturity Model. A Framework to evaluate the Maturity of a DMO when it comes to the Online Communication Management: The Case of Canton Ticino and Lombardy. ENTER (2012)
Pavol Jancura, Eleftheria Mavridou, Enrique Carrillo-de Santa Pau, Elena Marchiori
A methodology for detecting the orthology signal in a PPI network at a functional complex level. BMC Bioinform. 13 (S-10) (2012)
Twan van Laarhoven, Sander B. Nabuurs, Elena Marchiori
Gaussian interaction profile kernels for predicting drug-target interaction. Bioinform. 27 (21) (2011)
Elena Marchiori, Lorenzo Cantoni
The Online Reputation Construct: Does it Matter for the Tourism Domain? A Literature Review on Destinations' Online Reputation. J. Inf. Technol. Tour. 13 (3) (2011)
Max Hinne, Elena Marchiori
Cutting Graphs Using Competing Ant Colonies and an Edge Clustering Heuristic. EvoCOP (2011)
Dimitrios Mavroeidis, Elena Marchiori
A Novel Stability Based Feature Selection Framework for k-means Clustering. ECML/PKDD (2) (2011)
Fabio Gori, Gianluigi Folino, Mike S. M. Jetten, Elena Marchiori
MTR: taxonomic annotation of short metagenomic reads using clustering at multiple taxonomic ranks. Bioinform. 27 (2) (2011)
Elena Marchiori, Davide Eynard, Alessandro Inversini, Lorenzo Cantoni, Francesco Cerretti
Harvesting Online Contents: An Analysis of Hotel Reviews Websites. ENTER (2011)
Pavol Jancura, Dimitrios Mavroeidis, Elena Marchiori
DEEN: A Simple and Fast Algorithm for Network Community Detection. CIBB (2011)
Wout Megchelenbrink, Martijn A. Huynen, Elena Marchiori
Flux Measurement Selection in Metabolic Networks. PRIB (2011)
Pavol Jancura, Eleftheria Mavridou, Beatriz Pontes, Elena Marchiori
Describing the Orthology Signal in a PPI Network at a Functional, Complex Level. ISBRA (2011)
Pavol Jancura, Elena Marchiori
Dividing protein interaction networks for modular network comparative analysis. Pattern Recognit. Lett. 31 (14) (2010)
Alessandro Inversini, Elena Marchiori, Christian Dedekind, Lorenzo Cantoni
Applying a Conceptual Framework to Analyze Online Reputation of Tourism Destinations. ENTER (2010)
Madhu Chetty, Alioune Ngom, Elena Marchiori
Computational Intelligence in Bioinformatics. Neurocomputing 73 (13-15) (2010)
Elena Marchiori
Class Conditional Nearest Neighbor for Large Margin Instance Selection. IEEE Trans. Pattern Anal. Mach. Intell. 32 (2) (2010)
Elena Marchiori
Improving Multi-Relief for Detecting Specificity Residues from Multiple Sequence Alignments. EvoBIO (2010)
Gianluigi Folino, Fabio Gori, Mike S. M. Jetten, Elena Marchiori
Clustering Metagenome Short Reads Using Weighted Proteins. EvoBIO (2009)
Gianluigi Folino, Fabio Gori, Mike S. M. Jetten, Elena Marchiori
Evidence-Based Clustering of Reads and Taxonomic Analysis of Metagenomic Data. PRIB (2009)
Elena Marchiori
Graph-Based Discrete Differential Geometry for Critical Instance Filtering. ECML/PKDD (2) (2009)
Lorenzo Cantoni, Elena Marchiori, Marco Faré, Luca Botturi, Davide Bolchini
A systematic methodology to use LEGO bricks in web communication design. SIGDOC (2009)
Lorenzo Cantoni, Stefano Tardini, Alessandro Inversini, Elena Marchiori
From Paradigmatic to Syntagmatic Communities: A Socio-Semiotic Approach to the Evolution Pattern of Online Travel Communities. ENTER (2009)
Pavol Jancura, Jaap Heringa, Elena Marchiori
Dividing Protein Interaction Networks by Growing Orthologous Articulations. PRIB (2008)
Kai Ye, K. Anton Feenstra, Jaap Heringa, Adriaan P. IJzerman, Elena Marchiori
Multi-RELIEF: a method to recognize specificity determining residues from multiple sequence alignments using a Machine-Learning approach for feature weighting. Bioinform. 24 (1) (2008)
Elena Marchiori
Hit Miss Networks with Applications to Instance Selection. J. Mach. Learn. Res. 9 (2008)
Pavol Jancura, Jaap Heringa, Elena Marchiori
Divide, Align and Full-Search for Discovering Conserved Protein Complexes. EvoBIO (2008)
Marius C. Codrea, Connie R. Jimenez, Jaap Heringa, Elena Marchiori
Tools for computational processing of LC-MS datasets: A user's perspective. Comput. Methods Programs Biomed. 86 (3) (2007)
Marius C. Codrea, Connie R. Jimenez, Sander R. Piersma, Jaap Heringa, Elena Marchiori
Robust Peak Detection and Alignment of nanoLC-FT Mass Spectrometry Data. EvoBIO (2007)
Elena Marchiori, Connie R. Jimenez, Mikkel West-Nielsen, Niels H. H. Heegaard
Robust SVM-Based Biomarker Selection with Noisy Mass Spectrometric Proteomic Data. EvoWorkshops (2006)
Elena Marchiori, Walter Pirovano, Jaap Heringa, K. Anton Feenstra
A Feature Selection Algorithm for Detecting Subtype Specific Functional Sites from Protein Sequences for Smad Receptor Binding. ICMLA (2006)
Jan Peter Patist, Wojtek Kowalczyk, Elena Marchiori
Maintaining Gaussian Mixture Models of Data Streams Under Block Evolution. International Conference on Computational Science (1) (2006)
Federico Divina, Elena Marchiori
Handling continuous attributes in an evolutionary inductive learner. IEEE Trans. Evol. Comput. 9 (1) (2005)
Elena Marchiori, Michèle Sebag
Bayesian Learning with Local Support Vector Machines for Cancer Classification with Gene Expression Data. EvoWorkshops (2005)
Elena Marchiori, Niels H. H. Heegaard, Connie R. Jimenez, Mikkel West-Nielsen
Feature Selection for Classification with Proteomic Data of Mixed Quality. CIBCB (2005)

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Publication Activity (10 Years)

Top Topics

Top Venues

Elena Marchiori