Elena Marchiori

Orcid: 0000-0002-5006-4112

Affiliations:
  • Radboud University, Nijmegen, Netherlands (former)
  • Vrije Universiteit Amsterdam, Netherlands (former)


According to our database1, Elena Marchiori authored at least 141 papers between 1991 and 2024.

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Bibliography

2024
Compressing spectral kernels in Gaussian Process: Enhanced generalization and interpretability.
Pattern Recognit., 2024

A 3D multi-scale CycleGAN framework for generating synthetic PETs from MRIs for Alzheimer's disease diagnosis.
Image Vis. Comput., 2024

Creating private and public value in data-related management projects: a cross-border case study from Switzerland and Italy.
Proceedings of the 25th Annual International Conference on Digital Government Research, 2024

2022
Deep learning for Alzheimer's disease diagnosis: A survey.
Artif. Intell. Medicine, 2022

Multitask Gaussian Process With Hierarchical Latent Interactions.
Proceedings of the IEEE International Conference on Acoustics, 2022

2021
Gaussian processes with skewed Laplace spectral mixture kernels for long-term forecasting.
Mach. Learn., 2021

Evaluating diagnostic content of AI-generated radiology reports of chest X-rays.
Artif. Intell. Medicine, 2021

Multi-view Analysis of Unregistered Medical Images Using Cross-View Transformers.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

2020
Generalized Convolution Spectral Mixture for Multitask Gaussian Processes.
IEEE Trans. Neural Networks Learn. Syst., 2020

Multioutput Convolution Spectral Mixture for Gaussian Processes.
IEEE Trans. Neural Networks Learn. Syst., 2020

Skewed Laplace Spectral Mixture kernels for long-term forecasting in Gaussian process.
CoRR, 2020

2019
Incorporating Dependencies in Spectral Kernels for Gaussian Processes.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

The Representation of Speech in Deep Neural Networks.
Proceedings of the MultiMedia Modeling - 25th International Conference, 2019

Vendor-independent soft tissue lesion detection using weakly supervised and unsupervised adversarial domain adaptation.
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019

Unsupervised Domain Adaptation using Graph Transduction Games.
Proceedings of the International Joint Conference on Neural Networks, 2019

Adversarial Alignment of Class Prediction Uncertainties for Domain Adaptation.
Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods, 2019

Identification of Competing Destination Brand: The Case of Okinawa Island.
Proceedings of the Information and Communication Technologies in Tourism 2019, 2019

2018
Deep learning for automatic stereotypical motor movement detection using wearable sensors in autism spectrum disorders.
Signal Process., 2018

Novelty Detection using Deep Normative Modeling for IMU-Based Abnormal Movement Monitoring in Parkinson's Disease and Autism Spectrum Disorders.
Sensors, 2018

Spectral-Spatial Classification of Hyperspectral Images: Three Tricks and a New Learning Setting.
Remote. Sens., 2018

Analysis of users' heart rate data and self-reported perceptions to understand effective virtual reality characteristics.
J. Inf. Technol. Tour., 2018

Multi-Output Convolution Spectral Mixture for Gaussian Processes.
CoRR, 2018

Generalized Spectral Mixture Kernels for Multi-Task Gaussian Processes.
CoRR, 2018

Spectral Mixture Kernels with Time and Phase Delay Dependencies.
CoRR, 2018

Simple Domain Adaptation with Class Prediction Uncertainty Alignment.
CoRR, 2018

Domain Adaptation with Randomized Expectation Maximization.
CoRR, 2018

2017
Convolutional Neural Networks and Data Augmentation for Spectral-Spatial Classification of Hyperspectral Images.
CoRR, 2017

Biased Bagging for Unsupervised Domain Adaptation.
CoRR, 2017

Transfer Learning for Domain Adaptation in MRI: Application in Brain Lesion Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Teenagers' Destination Website Navigation. A Comparison Among Eye-Tracking, Web Analytics, and Self-declared Investigation.
Proceedings of the Design, User Experience, and Usability: Understanding Users and Contexts, 2017

Measuring the Media Effects of a Tourism-Related Virtual Reality Experience Using Biophysical Data.
Proceedings of the Information and Communication Technologies in Tourism 2017, 2017

2016
Local Network Community Detection with Continuous Optimization of Conductance and Weighted Kernel K-Means.
J. Mach. Learn. Res., 2016

Local community detection by seed expansion: from conductance to weighted kernel 1-mean optimization.
CoRR, 2016

Location Sensitive Deep Convolutional Neural Networks for Segmentation of White Matter Hyperintensities.
CoRR, 2016

Deep Multi-scale Location-aware 3D Convolutional Neural Networks for Automated Detection of Lacunes of Presumed Vascular Origin.
CoRR, 2016

Non-uniform patch sampling with deep convolutional neural networks for white matter hyperintensity segmentation.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Discovering Potential Clinical Profiles of Multiple Sclerosis from Clinical and Pathological Free Text Data with Constrained Non-negative Matrix Factorization.
Proceedings of the Applications of Evolutionary Computation - 19th European Conference, 2016

The Co-creation Process of the Online Image of an Italian World Heritage Site: The Sassi of Matera.
Proceedings of the Information and Communication Technologies in Tourism 2016, 2016

The Role of Destination in Hotels' Online Communications: A Bottom-Up Approach.
Proceedings of the Information and Communication Technologies in Tourism 2016, 2016

2015
Small white matter lesion detection in cerebral small vessel disease.
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015

Evolutionary Methods for the Construction of Cryptographic Boolean Functions.
Proceedings of the Genetic Programming - 18th European Conference, 2015

An Auto-Coding Process for Testing the Cognitive-Affective and Conative Model of Destination Image.
Proceedings of the Information and Communication Technologies in Tourism 2015, 2015

Reframing the Image of a Destination: A Pre-Post Study on Social Media Exposure.
Proceedings of the Information and Communication Technologies in Tourism 2015, 2015

Studying Online Contents Navigation: A Comparison Between Eye-Tracking Technique and Self-Reported Investigation.
Proceedings of the Information and Communication Technologies in Tourism 2015, 2015

Listen to Your Customers! How Hotels Manage Online Travel Reviews. The Case of Hotels in Lugano.
Proceedings of the Information and Communication Technologies in Tourism 2015, 2015

2014
Guest Editorial: Pattern Recognition in Bioinformatics.
IEEE ACM Trans. Comput. Biol. Bioinform., 2014

Axioms for graph clustering quality functions.
J. Mach. Learn. Res., 2014

Feature selection for k-means clustering stability: theoretical analysis and an algorithm.
Data Min. Knowl. Discov., 2014

Biases of Drug-Target Interaction Network Data.
Proceedings of the Pattern Recognition in Bioinformatics, 2014

Combining Evolutionary Computation and Algebraic Constructions to Find Cryptography-Relevant Boolean Functions.
Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014

Hotel Mobile Apps. The Case of 4 and 5 Star Hotels in European German-Speaking Countries.
Proceedings of the Information and Communication Technologies in Tourism 2014, 2014

2013
An axiomatic study of objective functions for graph clustering.
CoRR, 2013

Class Dependent Feature Weighting and K-Nearest Neighbor Classification.
Proceedings of the Pattern Recognition in Bioinformatics, 2013

Network community detection with edge classifiers trained on LFR graphs.
Proceedings of the 21st European Symposium on Artificial Neural Networks, 2013

Drivers and Benefits of Analysing DMOs' eWOM Activities.
Proceedings of the Information and Communication Technologies in Tourism 2013, 2013

Erratum to: What did they say about us? Message Cues and Destination Reputation in Social Media.
Proceedings of the Information and Communication Technologies in Tourism 2013, 2013

What did they say about us? Message Cues and Destination Reputation in Social Media.
Proceedings of the Information and Communication Technologies in Tourism 2013, 2013

Image Similarity Search using a Negative Selection Algorithm.
Proceedings of the Twelfth European Conference on the Synthesis and Simulation of Living Systems: Advances in Artificial Life, 2013

2012
A methodology for detecting the orthology signal in a PPI network at a functional complex level.
BMC Bioinform., 2012

Robust Community Detection Methods with Resolution Parameter for Complex Detection in Protein Protein Interaction Networks.
Proceedings of the Pattern Recognition in Bioinformatics, 2012

PCA, Eigenvector Localization and Clustering for Side-Channel Attacks on Cryptographic Hardware Devices.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012

Complex Detection in Protein-Protein Interaction Networks: A Compact Overview for Researchers and Practitioners.
Proceedings of the Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, 2012

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.
Proceedings of the Information and Communication Technologies in Tourism 2012, 2012

Destinations Similarity Based on User Generated Pictures' Tags.
Proceedings of the Information and Communication Technologies in Tourism 2012, 2012

2011
The Online Reputation Construct: Does it Matter for the Tourism Domain? A Literature Review on Destinations' Online Reputation.
J. Inf. Technol. Tour., 2011

Gaussian interaction profile kernels for predicting drug-target interaction.
Bioinform., 2011

MTR: taxonomic annotation of short metagenomic reads using clustering at multiple taxonomic ranks.
Bioinform., 2011

Flux Measurement Selection in Metabolic Networks.
Proceedings of the Pattern Recognition in Bioinformatics, 2011

A Novel Stability Based Feature Selection Framework for k-means Clustering.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011

Describing the Orthology Signal in a PPI Network at a Functional, Complex Level.
Proceedings of the Bioinformatics Research and Applications - 7th International Symposium, 2011

Cutting Graphs Using Competing Ant Colonies and an Edge Clustering Heuristic.
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2011

Harvesting Online Contents: An Analysis of Hotel Reviews Websites.
Proceedings of the Information and Communication Technologies in Tourism 2011, 2011

DEEN: A Simple and Fast Algorithm for Network Community Detection.
Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2011

2010
Dividing protein interaction networks for modular network comparative analysis.
Pattern Recognit. Lett., 2010

Class Conditional Nearest Neighbor for Large Margin Instance Selection.
IEEE Trans. Pattern Anal. Mach. Intell., 2010

Computational Intelligence in Bioinformatics.
Neurocomputing, 2010

Improving Multi-Relief for Detecting Specificity Residues from Multiple Sequence Alignments.
Proceedings of the Evolutionary Computation, 2010

Applying a Conceptual Framework to Analyze Online Reputation of Tourism Destinations.
Proceedings of the Information and Communication Technologies in Tourism, 2010

2009
A systematic methodology to use LEGO bricks in web communication design.
Proceedings of the 27th Annual International Conference on Design of Communication, 2009

Evidence-Based Clustering of Reads and Taxonomic Analysis of Metagenomic Data.
Proceedings of the Pattern Recognition in Bioinformatics, 2009

Graph-Based Discrete Differential Geometry for Critical Instance Filtering.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2009

Clustering Metagenome Short Reads Using Weighted Proteins.
Proceedings of the Evolutionary Computation, 2009

From Paradigmatic to Syntagmatic Communities: A Socio-Semiotic Approach to the Evolution Pattern of Online Travel Communities.
Proceedings of the Information and Communication Technologies in Tourism, 2009

2008
Hit Miss Networks with Applications to Instance Selection.
J. Mach. Learn. Res., 2008

Multi-RELIEF: a method to recognize specificity determining residues from multiple sequence alignments using a Machine-Learning approach for feature weighting.
Bioinform., 2008

Dividing Protein Interaction Networks by Growing Orthologous Articulations.
Proceedings of the Pattern Recognition in Bioinformatics, 2008

Divide, Align and Full-Search for Discovering Conserved Protein Complexes.
Proceedings of the Evolutionary Computation, 2008

2007
Tools for computational processing of LC-MS datasets: A user's perspective.
Comput. Methods Programs Biomed., 2007

Robust Peak Detection and Alignment of nanoLC-FT Mass Spectrometry Data.
Proceedings of the Evolutionary Computation, 2007

2006
A Feature Selection Algorithm for Detecting Subtype Specific Functional Sites from Protein Sequences for Smad Receptor Binding.
Proceedings of the Fifth International Conference on Machine Learning and Applications, 2006

Maintaining Gaussian Mixture Models of Data Streams Under Block Evolution.
Proceedings of the Computational Science, 2006

Robust SVM-Based Biomarker Selection with Noisy Mass Spectrometric Proteomic Data.
Proceedings of the Applications of Evolutionary Computing, 2006

2005
Handling continuous attributes in an evolutionary inductive learner.
IEEE Trans. Evol. Comput., 2005

Bayesian Learning with Local Support Vector Machines for Cancer Classification with Gene Expression Data.
Proceedings of the Applications of Evolutionary Computing, 2005

Feature Selection for Classification with Proteomic Data of Mixed Quality.
Proceedings of the 2005 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2005

2004
Breakpoint identification and smoothing of array comparative genomic hybridization data.
Bioinform., 2004

Ensemble Learning with Evolutionary Computation: Application to Feature Ranking.
Proceedings of the Parallel Problem Solving from Nature, 2004

Evolutionary Algorithms with On-the-Fly Population Size Adjustment.
Proceedings of the Parallel Problem Solving from Nature, 2004

Ensemble Feature Ranking.
Proceedings of the Knowledge Discovery in Databases: PKDD 2004, 2004

Analysis of Proteomic Pattern Data for Cancer Detection.
Proceedings of the Applications of Evolutionary Computing, 2004

Feature selection in proteomic pattern data with support vector machines.
Proceedings of the 2004 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2004

2003
Non-universal Suffrage Selection Operators Favor Population Diversity in Genetic Algorithms.
Proceedings of the Genetic and Evolutionary Computation, 2003

A Method for Handling Numerical Attributes in GA-Based Inductive Concept Learners.
Proceedings of the Genetic and Evolutionary Computation, 2003

Chromosomal Breakpoint Detection in Human Cancer.
Proceedings of the Applications of Evolutionary Computing, 2003

Finding clusters using support vector classifiers.
Proceedings of the 11th European Symposium on Artificial Neural Networks, 2003

2002
Evolutionary Algorithms for the Satisfiability Problem.
Evol. Comput., 2002

Evolutionary Concept Learning.
Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002

Genetic, Iterated and Multistart Local Search for the Maximum Clique Problem.
Proceedings of the Applications of Evolutionary Computing, 2002

2000
An Adaptive Evolutionary Algorithm for the Satisfiability Problem.
Proceedings of the Applied Computing 2000, 2000

A Genetic Local Search Algorithm for Random Binary Constraint Satisfaction Problems.
Proceedings of the Applied Computing 2000, 2000

Combining Local Search and Fitness Function Adaptation in a GA for Solving Binary Constraint Satisfaction Problems.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '00), 2000

An Evolutionary Algorithm for Large Scale Set Covering Problems with Application to Airline Crew Scheduling.
Proceedings of the Real-World Applications of Evolutionary Computing, 2000

Solving constraint satisfaction problems with heuristic-based evolutionary algorithms.
Proceedings of the 2000 Congress on Evolutionary Computation, 2000

1999
Design of Abstract Domains Using First-Order Logic.
Theor. Comput. Sci., 1999

Termination of Logic Programs with Delay Declarations.
J. Log. Program., 1999

Mining Clusters with Association Rules.
Proceedings of the Advances in Intelligent Data Analysis, Third International Symposium, 1999

1998
An Iterated Heuristic Algorithm for the Set Covering Problem.
Proceedings of the Algorithm Engineering, 2nd International Workshop, 1998

A simple heuristic based genetic algorithm for the maximum clique problem.
Proceedings of the 1998 ACM symposium on Applied Computing, 1998

Solving Binary Constraint Satisfaction Problems Using Evolutionary Algorithms with an Adaptive Fitness Function.
Proceedings of the Parallel Problem Solving from Nature, 1998

1997
Proving Concurrent Constraint Programs Correct.
ACM Trans. Program. Lang. Syst., 1997

A Novel Search Technique for Solving Over-Constrained Problems.
Int. J. Artif. Intell. Tools, 1997

Verification, Model Checking and Abstract Interpretation (Workshop Overview).
Proceedings of the Logic Programming, 1997

A Transformation System for CLP with Dynamic Scheduling and CCP.
Proceedings of the ACM SIGPLAN Symposium on Partial Evaluation and Semantics-Based Program Manipulation (PEPM '97), 1997

Combining Constraint Processing and Genetic Algorithms for Constraint Satisfaction Problems.
Proceedings of the 7th International Conference on Genetic Algorithms, 1997

1996
On Termination of General Logic Programs w.r.t. Constructive Negation.
J. Log. Program., 1996

Practical Methods for Proving Termination of General Logic Programs.
J. Artif. Intell. Res., 1996

Forward-Tracking: A Technique for Searching Beyond Failure.
Proceedings of the Eigth International Conference on Tools with Artificial Intelligence, 1996

Constraining of weights using regularities.
Proceedings of the 4th European Symposium on Artificial Neural Networks, 1996

Prime Factorizations of Abstract Domains Using First Order Logic.
Proceedings of the Algebraic and Logic Programming, 5th International Conference, 1996

1995
Proving Termination of Logic Programs with Delay Declarations.
Proceedings of the Logic Programming, 1995

A Methodology for Proving Termination of General Logic Programs.
Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence, 1995

On Termination of Constraint Logic Programs.
Proceedings of the Principles and Practice of Constraint Programming, 1995

A Dataflow Semantics for Constraint Logic Programs.
Proceedings of the 1995 Joint Conference on Declarative Programming, 1995

1994
Reasoning About Prolog Programs: From Modes Through Types to Assertions.
Formal Aspects Comput., 1994

A Declarative Approach for First-Order Built-in's of Prolog.
Appl. Algebra Eng. Commun. Comput., 1994

Combining Logic and Control to Characterize Global Invariants of Prolog Programs.
Proceedings of the ICLP 1994 Workshop W2: Verification and Analysis of (Concurrent) Logic Languages, 1994

Proving correctness of Concurrent Constraint Programs.
Proceedings of the ICLP 1994 Workshop W2: Verification and Analysis of (Concurrent) Logic Languages, 1994

A Logic for Variable Aliasing in Logic Programs.
Proceedings of the Algebraic and Logic Programming, 4th International Conference, 1994

1992
A Predicate Transformer for Unification.
Proceedings of the Logic Programming, 1992

A Theory of First-Order Built-in's of Prolog.
Proceedings of the Algebraic and Logic Programming, 1992

1991
Proving Correctness of Logic Programs Using Axiomatic Semantics.
Proceedings of the Logic Programming, 1991


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