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Employment (1)

Uninettuno International University: Rome, IT

2015-05-20 to present
Employment
Source: Self-asserted source
Emanuel Weitschek

Works (42)

Feature selection with vector-symbolic architectures: a case study on microbial profiles of shotgun metagenomic samples of colorectal cancer

2024-11-20 | Preprint
Contributors: Fabio Cumbo; Simone Truglia; Emanuel Weitschek; Daniel Blankenberg
Source: check_circle
Crossref

hdlib: A Python library for designing Vector-Symbolic Architectures

Journal of Open Source Software
2023-09-11 | Journal article
Contributors: Fabio Cumbo; Emanuel Weitschek; Daniel Blankenberg
Source: check_circle
Crossref

Price Discrimination in the Online Airline Market: An Empirical Study

Journal of Theoretical and Applied Electronic Commerce Research
2021-09-09 | Journal article
Contributors: Stefano Azzolina; Manuel Razza; Kevin Sartiano; Emanuel Weitschek
Source: check_circle
Crossref

A Comparison of Apache Spark Supervised Machine Learning Algorithms for DNA Splicing Site Prediction

2020 | Book chapter
Contributors: Valerio Morfino; Salvatore Rampone; Emanuel Weitschek
Source: check_circle
Crossref

An In-Memory Cognitive-Based Hyperdimensional Approach to Accurately Classify DNA-Methylation Data of Cancer

2020 | Book chapter
Contributors: Fabio Cumbo; Emanuel Weitschek
Source: check_circle
Crossref

Extending Knowledge on Genomic Data and Metadata of Cancer by Exploiting Taxonomy-Based Relaxed Queries on Domain-Specific Ontologies

2020 | Book chapter
Contributors: Eleonora Cappelli; Emanuel Weitschek; Fabio Cumbo
Source: check_circle
Crossref

A Brain-Inspired Hyperdimensional Computing Approach for Classifying Massive DNA Methylation Data of Cancer

Algorithms
2020-09-17 | Journal article
Contributors: Fabio Cumbo; Eleonora Cappelli; Emanuel Weitschek
Source: check_circle
Crossref

OpenGDC: Unifying, Modeling, Integrating Cancer Genomic Data and Clinical Metadata

Applied Sciences
2020-09-12 | Journal article
Contributors: Eleonora Cappelli; Fabio Cumbo; Anna Bernasconi; Arif Canakoglu; Stefano Ceri; Marco Masseroli; Emanuel Weitschek
Source: check_circle
Crossref

Smart Persistence and Accessibility of Genomic and Clinical Data

2019 | Book chapter
Contributors: Eleonora Cappelli; Emanuel Weitschek; Fabio Cumbo
Source: check_circle
Crossref

Classifying Big DNA Methylation Data: A Gene-Oriented Approach

2018 | Book chapter
Contributors: Emanuel Weitschek; Fabio Cumbo; Eleonora Cappelli; Giovanni Felici; Paola Bertolazzi
Source: check_circle
Crossref

Combining DNA methylation and RNA sequencing data of cancer for supervised knowledge extraction

BioData Mining
2018-12 | Journal article
Contributors: Eleonora Cappelli; Giovanni Felici; Emanuel Weitschek
Source: check_circle
Crossref

Classification of Large DNA Methylation Datasets for Identifying Cancer Drivers

Big Data Research
2018-09 | Journal article
Contributors: Fabrizio Celli; Fabio Cumbo; Emanuel Weitschek
Source: check_circle
Crossref

A novel method and software for automatically classifying Alzheimer’s disease patients by magnetic resonance imaging analysis

Computer Methods and Programs in Biomedicine
2017 | Journal article
Source: Self-asserted source
Emanuel Weitschek
grade
Preferred source (of 2)‎

Extending the genomic data model and the genometric query language with domain taxonomies

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2017 | Book
EID:

2-s2.0-85020545127

Contributors: Cappelli, E.; Weitschek, E.
Source: Self-asserted source
Emanuel Weitschek via Scopus - Elsevier

Genomic Data Integration: A Case Study on Next Generation Sequencing of Cancer

Proceedings - International Workshop on Database and Expert Systems Applications, DEXA
2017 | Conference paper
EID:

2-s2.0-85012050308

Contributors: Weitschek, E.; Cumbo, F.; Cappelli, E.; Felici, G.
Source: Self-asserted source
Emanuel Weitschek via Scopus - Elsevier

IRIS-TCGA: An Information Retrieval and Integration System for Genomic Data of Cancer

2017 | Book chapter
Contributors: Fabio Cumbo; Emanuel Weitschek; Paola Bertolazzi; Giovanni Felici
Source: check_circle
Crossref

Smart open online tool for adaptive education on Cloud Computing

IEEE Global Engineering Education Conference, EDUCON
2017 | Conference paper
EID:

2-s2.0-85023636149

Contributors: Assante, D.; Fornaro, C.; Weitschek, E.; Castro, M.; Martin, S.; Hamburg, I.; Owens, A.; Gallo, R.T.; Konstantinou, K.; Spyros, S. et al.
Source: Self-asserted source
Emanuel Weitschek via Scopus - Elsevier

String-matching and alignment algorithms for finding motifs in NGS data

Algorithms for Next-Generation Sequencing Data: Techniques, Approaches, and Applications
2017 | Book
EID:

2-s2.0-85034405941

Contributors: Fiscon, G.; Weitschek, E.
Source: Self-asserted source
Emanuel Weitschek via Scopus - Elsevier

TCGA2BED: extracting, extending, integrating, and querying The Cancer Genome Atlas

BMC Bioinformatics
2017-12 | Journal article
Contributors: Fabio Cumbo; Giulia Fiscon; Stefano Ceri; Marco Masseroli; Emanuel Weitschek
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

GELA: A Software Tool for the Analysis of Gene Expression Data

Proceedings - International Workshop on Database and Expert Systems Applications, DEXA
2016 | Conference paper
EID:

2-s2.0-84962303018

Contributors: Weitschek, E.; Fiscon, G.; Felici, G.; Bertolazzi, P.
Source: Self-asserted source
Emanuel Weitschek via Scopus - Elsevier

MISSEL: A method to identify a large number of small species-specific genomic subsequences and its application to viruses classification

BioData Mining
2016 | Journal article
EID:

2-s2.0-85002061831

Contributors: Fiscon, G.; Weitschek, E.; Cella, E.; Lo Presti, A.; Giovanetti, M.; Babakir-Mina, M.; Ciotti, M.; Ciccozzi, M.; Pierangeli, A.; Bertolazzi, P. et al.
Source: Self-asserted source
Emanuel Weitschek via Scopus - Elsevier

Alzheimer's disease patients classification through EEG signals processing

IEEE SSCI 2014 - 2014 IEEE Symposium Series on Computational Intelligence - CIDM 2014: 2014 IEEE Symposium on Computational Intelligence and Data Mining, Proceedings
2015 | Conference paper
EID:

2-s2.0-84925070667

Contributors: Fiscon, G.; Weitschek, E.; Felici, G.; Bertolazzi, P.; De Salvo, S.; Bramanti, P.; De Cola, M.C.
Source: Self-asserted source
Emanuel Weitschek via Scopus - Elsevier

CAMUR: Knowledge extraction from RNA-seq cancer data through equivalent classification rules

Bioinformatics
2015 | Journal article
EID:

2-s2.0-84960110262

Contributors: Cestarelli, V.; Fiscon, G.; Felici, G.; Bertolazzi, P.; Weitschek, E.
Source: Self-asserted source
Emanuel Weitschek via Scopus - Elsevier

Clustering and Classification Techniques for Gene Expression Profile Pattern Analysis

Pattern Recognition in Computational Molecular Biology: Techniques and Approaches
2015 | Book
EID:

2-s2.0-84978200075

Contributors: Weitschek, E.; Fiscon, G.; Fustaino, V.; Felici, G.; Bertolazzi, P.
Source: Self-asserted source
Emanuel Weitschek via Scopus - Elsevier

Integer programming models for feature selection: new extensions and a randomized solution algorithm

European Journal of Operational Research
2015 | Journal article
Source: Self-asserted source
Emanuel Weitschek
grade
Preferred source (of 2)‎

Optimal discretization and selection of features by association rates of joint distributions

RAIRO - Operations Research
2015 | Journal article
EID:

2-s2.0-85006989793

Contributors: Santoni, D.; Weitschek, E.; Felici, G.
Source: Self-asserted source
Emanuel Weitschek via Scopus - Elsevier

LAF: Logic Alignment Free and its application to bacterial genomes classification

BioData Mining
2015-12-08 | Journal article
Source: Self-asserted source
Emanuel Weitschek
grade
Preferred source (of 2)‎

CAMUR: Knowledge extraction from RNA-seq cancer data through equivalent classification rules.

2015-10 | Journal article
Contributors: Cestarelli V; Fiscon G; Felici G; Bertolazzi P; Weitschek E
Source: Self-asserted source
Emanuel Weitschek via Europe PubMed Central

Optimal discretization and selection of features by association rates of joint distributions

RAIRO OPERATIONS RESEARCH
2015-09-21 | Journal article
Source: Self-asserted source
Emanuel Weitschek

Classifying bacterial genomes with compact logic formulas on k-mer frequencies

Proceedings - International Workshop on Database and Expert Systems Applications, DEXA
2014 | Conference paper
EID:

2-s2.0-84919360666

Contributors: Weitschek, E.; Cunial, F.; Felici, G.
Source: Self-asserted source
Emanuel Weitschek via Scopus - Elsevier

Next generation sequencing reads comparison with an alignment-free distance.

2014 | Journal article
Contributors: Weitschek E; Santoni D; Fiscon G; De Cola MC; Bertolazzi P; Felici G
Source: Self-asserted source
Emanuel Weitschek via Europe PubMed Central
grade
Preferred source (of 2)‎

Supervised DNA Barcodes species classification: analysis, comparisons and results.

2014 | Journal article
Contributors: Weitschek E; Fiscon G; Felici G
Source: Self-asserted source
Emanuel Weitschek via Europe PubMed Central
grade
Preferred source (of 2)‎

Classification of selectively constrained DNA elements using feature vectors and rule-based classifiers.

2014-08 | Journal article
Contributors: Polychronopoulos D; Weitschek E; Dimitrieva S; Bucher P; Felici G; Almirantis Y
Source: Self-asserted source
Emanuel Weitschek via Europe PubMed Central
grade
Preferred source (of 2)‎

Clinical data mining: Problems, pitfalls and solutions

Proceedings - International Workshop on Database and Expert Systems Applications, DEXA
2013 | Conference paper
EID:

2-s2.0-84887869123

Contributors: Weitschek, E.; Felici, G.; Bertolazzi, P.
Source: Self-asserted source
Emanuel Weitschek via Scopus - Elsevier

BLOG 2.0: a software system for character-based species classification with DNA Barcode sequences. What it does, how to use it.

2013-11 | Journal article
Contributors: Weitschek E; Van Velzen R; Felici G; Bertolazzi P
Source: Self-asserted source
Emanuel Weitschek via Europe PubMed Central
grade
Preferred source (of 2)‎

DNA barcoding of recently diverged species: relative performance of matching methods.

2012 | Journal article
Contributors: van Velzen R; Weitschek E; Felici G; Bakker FT
Source: Self-asserted source
Emanuel Weitschek via Europe PubMed Central
grade
Preferred source (of 2)‎

Human polyomaviruses identification by logic mining techniques.

2012 | Journal article
Contributors: Weitschek E; Lo Presti A; Drovandi G; Felici G; Ciccozzi M; Ciotti M; Bertolazzi P
Source: Self-asserted source
Emanuel Weitschek via Europe PubMed Central
grade
Preferred source (of 2)‎

MALA: A microarray clustering and classification software

Proceedings - International Workshop on Database and Expert Systems Applications, DEXA
2012 | Conference paper
EID:

2-s2.0-84869457036

Contributors: Weitschek, E.; Felici, G.; Bertolazzi, P.
Source: Self-asserted source
Emanuel Weitschek via Scopus - Elsevier

Mining logic models in the presence of noisy data

International Symposium on Artificial Intelligence and Mathematics, ISAIM 2012
2012 | Conference paper
EID:

2-s2.0-84885767034

Contributors: Felici, G.; Weitschek, E.
Source: Self-asserted source
Emanuel Weitschek via Scopus - Elsevier

Gene expression biomarkers in the brain of a mouse model for Alzheimer's disease: mining of microarray data by logic classification and feature selection.

2011 | Journal article
Contributors: Arisi I; D'Onofrio M; Brandi R; Felsani A; Capsoni S; Drovandi G; Felici G; Weitschek E; Bertolazzi P; Cattaneo A
Source: Self-asserted source
Emanuel Weitschek via Europe PubMed Central
grade
Preferred source (of 2)‎

Learning to classify species with barcodes

BMC Bioinformatics
2009 | Journal article
EID:

2-s2.0-70749116135

Contributors: Bertolazzi, P.; Felici, G.; Weitschek, E.
Source: Self-asserted source
Emanuel Weitschek via Scopus - Elsevier

Learning to classify species with barcodes.

2009 | Journal article
Contributors: Bertolazzi P; Felici G; Weitschek E
Source: Self-asserted source
Emanuel Weitschek via Europe PubMed Central

Peer review (157 reviews for 53 publications/grants)

Review activity for Algorithms. (7)
Review activity for Applied clinical informatics. (3)
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