Claudia Diamantini

Alex Mircoli

Proceedings of the Process Mining Workshops - ICPM 2021 International Workshops, Eindhoven, The Netherlands, October 31, 2021

Emotion and sentiment analysis of tweets using BERT.

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[DOI]

Proceedings of the Workshops of the EDBT/ICDT 2021 Joint Conference, 2021

2020

A Latitudinal Study on the Use of Sequential and Concurrency Patterns in Deviance Mining.

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[DOI]

Proceedings of the Complex Pattern Mining - New Challenges, Methods and Applications, 2020

Extraction of User Daily Behavior From Home Sensors Through Process Discovery.

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[DOI]

IEEE Internet Things J., 2020

Prediction of pellet quality through machine learning techniques and near-infrared spectroscopy.

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[DOI]

Comput. Ind. Eng., 2020

How to Cope with Personnel Unavailability? Process Mining May Help!

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[DOI]

Proceedings of the 28th Italian Symposium on Advanced Database Systems, 2020

Automatic Annotation of Corpora For Emotion Recognition Through Facial Expressions Analysis.

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[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

A Preliminary Study on the Application of Reinforcement Learning for Predictive Process Monitoring.

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[DOI]

Proceedings of the Process Mining Workshops, 2020

2019

Social information discovery enhanced by sentiment analysis techniques.

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[DOI]

Future Gener. Comput. Syst., 2019

Multi-Dimensional Contexts for Querying IoT Networks.

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[DOI]

Proceedings of the 27th Italian Symposium on Advanced Database Systems, 2019

Find the Right Peers: Building and Querying Multi-IoT Networks Based on Contexts.

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[DOI]

Proceedings of the Flexible Query Answering Systems - 13th International Conference, 2019

2018

Discovering anomalous frequent patterns from partially ordered event logs.

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[DOI]

J. Intell. Inf. Syst., 2018

Multidimensional query reformulation with measure decomposition.

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[DOI]

Inf. Syst., 2018

An Approach to Extracting Thematic Views from Highly Heterogeneous Sources of a Data Lake.

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[DOI]

Proceedings of the 26th Italian Symposium on Advanced Database Systems, 2018

A Big Data Framework for Analysis of Traffic Data in Italian Highways.

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[DOI]

Proceedings of the Foundations of Intelligent Systems - 24th International Symposium, 2018

A New Metadata Model to Uniformly Handle Heterogeneous Data Lake Sources.

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[DOI]

Proceedings of the New Trends in Databases and Information Systems, 2018

Contributions from ADBIS 2018 Workshops.

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[DOI]

Proceedings of the New Trends in Databases and Information Systems, 2018

Data Semantics Meets Knowledge Discovery in Databases.

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[DOI]

Filippo Emanuele Ciarapica

Proceedings of the A Comprehensive Guide Through the Italian Database Research Over the Last 25 Years., 2018

2017

Big data analytics methodologies applied at energy management in industrial sector: A case study.

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[DOI]

Maurizio Bevilacqua

Int. J. RF Technol. Res. Appl., 2017

Students' careers analysis: a process mining approach.

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[DOI]

Proceedings of the 7th International Conference on Web Intelligence, Mining and Semantics, 2017

Tell the student: evidence-based advantages of prerequisites.

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[DOI]

Proceedings of the 25th Italian Symposium on Advanced Database Systems, 2017

Discovering Mobility Patterns of Instagram Users through Process Mining Techniques.

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[DOI]

Proceedings of the 2017 IEEE International Conference on Information Reuse and Integration, 2017

Comparison of City Performances Through Statistical Linked Data Exploration.

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[DOI]

Proceedings of the Cloud Infrastructures, Services, and IoT Systems for Smart Cities, 2017

Workload-Driven Database Optimization for Cloud Applications.

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[DOI]

Proceedings of the 2017 International Conference on High Performance Computing & Simulation, 2017

Exploiting Mathematical Structures of Statistical Measures for Comparison of RDF Data Cubes.

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[DOI]

Proceedings of the Big Data Analytics and Knowledge Discovery, 2017

APD tool: Mining Anomalous Patterns from Event Logs.

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[DOI]

Proceedings of the BPM Demo Track and BPM Dissertation Award co-located with 15th International Conference on Business Process Modeling (BPM 2017), 2017

Discovering Process Models of Activities of Daily Living from Sensors.

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[DOI]

Marco Cameranesi

Proceedings of the Business Process Management Workshops, 2017

2016

Behavioral process mining for unstructured processes.

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[DOI]

J. Intell. Inf. Syst., 2016

SemPI: A semantic framework for the collaborative construction and maintenance of a shared dictionary of performance indicators.

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[DOI]

Future Gener. Comput. Syst., 2016

Building instance graphs for highly variable processes.

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[DOI]

Wil M. P. van der Aalst

Expert Syst. Appl., 2016

A goal-oriented, ontology-based methodology to support the design of AAL environments.

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[DOI]

Expert Syst. Appl., 2016

Extended drill-down operator: Digging into the structure of performance indicators.

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[DOI]

Concurr. Comput. Pract. Exp., 2016

Collaborative Building of a Shared Library of Performance Indicators.

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Proceedings of the 24th Italian Symposium on Advanced Database Systems, 2016

GoAAL: an ontology for goal-oriented development of AAL environments.

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[DOI]

Proceedings of the 31st Annual ACM Symposium on Applied Computing, 2016

Subgraph Mining for Anomalous Pattern Discovery in Event Logs.

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[DOI]

Proceedings of the New Frontiers in Mining Complex Patterns - 5th International Workshop, 2016

Understanding knowlegde-intensive processes: From traces to instance graphs.

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[DOI]

Proceedings of the International Conference on High Performance Computing & Simulation, 2016

A Negation Handling Technique for Sentiment Analysis.

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[DOI]

Alex Mircoli

Proceedings of the 2016 International Conference on Collaboration Technologies and Systems, 2016

Semantic-Driven Goal-Oriented Development of AAL Environments.

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[DOI]

Proceedings of the 2016 International Conference on Collaboration Technologies and Systems, 2016

2015

A Geometric Approach to Feature Ranking Based Upon Results of Effective Decision Boundary Feature Matrix.

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[DOI]

Proceedings of the Feature Selection for Data and Pattern Recognition, 2015

Towards Process Instances Building for Spaghetti Processes.

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Wil M. P. van der Aalst

Proceedings of the 23rd Italian Symposium on Advanced Database Systems, 2015

ESub: Mining and exploring substructures in knowledge-intensive processes.

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[DOI]

Proceedings of the 2015 International Conference on High Performance Computing & Simulation, 2015

Semantics-Based Multidimensional Query Over Sparse Data Marts.

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[DOI]

Proceedings of the Big Data Analytics and Knowledge Discovery, 2015

Semantic disambiguation in a social information discovery system.

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[DOI]

Proceedings of the 2015 International Conference on Collaboration Technologies and Systems, 2015

Towards a customizable user-centered model for data analytics.

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[DOI]

Proceedings of the 2015 International Conference on Collaboration Technologies and Systems, 2015

ESub: Exploration of Subgraphs. A tool for exploring models generated by Graph Mining algorithms.

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[DOI]

Proceedings of the BPM Demo Session 2015 Co-located with the 13th International Conference on Business Process Management (BPM 2015), 2015

2014

Collaborative management of a repository of KDD processes.

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[DOI]

Int. J. Metadata Semant. Ontologies, 2014

Special Issue on Advances in Computer Supported Collaboration: Systems and Technologies.

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[DOI]

Future Gener. Comput. Syst., 2014

A composite methodology for supporting collaboration pattern discovery via semantic enrichment and multidimensional analysis.

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[DOI]

Proceedings of the 6th International Conference of Soft Computing and Pattern Recognition, 2014

A semi-automatic methodology for the design of performance monitoring systems.

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Proceedings of the 22nd Italian Symposium on Advanced Database Systems, 2014

Discovering Behavioural Patterns in Knowledge-Intensive Collaborative Processes.

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[DOI]

Proceedings of the New Frontiers in Mining Complex Patterns - Third International Workshop, 2014

An Ontology-Based Data Exploration Tool for Key Performance Indicators.

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[DOI]

Proceedings of the On the Move to Meaningful Internet Systems: OTM 2014 Conferences, 2014

Collaborative Building of an Ontology of Key Performance Indicators.

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[DOI]

Proceedings of the On the Move to Meaningful Internet Systems: OTM 2014 Conferences, 2014

Interoperability issues among smart home technological frameworks.

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[DOI]

Proceedings of the 10th IEEE/ASME International Conference on Mechatronic and Embedded Systems and Applications, 2014

Extending Drill-Down through Semantic Reasoning on Indicator Formulas.

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[DOI]

Proceedings of the Data Warehousing and Knowledge Discovery, 2014

A cloud-based solution for public administrations: The experience of the Regione Marche.

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[DOI]

Proceedings of the 2014 International Conference on Collaboration Technologies and Systems, 2014

An integrated system for social information discovery.

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[DOI]

Proceedings of the 2014 International Conference on Collaboration Technologies and Systems, 2014

A methodology for building log of collaboration processes.

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[DOI]

Proceedings of the 2014 International Conference on Collaboration Technologies and Systems, 2014

Data Mart Reconciliation in Virtual Innovation Factories.

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[DOI]

Proceedings of the Advanced Information Systems Engineering Workshops, 2014

2013

A virtual mart for knowledge discovery in databases.

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[DOI]

Inf. Syst. Frontiers, 2013

A Semantic Framework for Knowledge Management in Virtual Innovation Factories.

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[DOI]

Int. J. Inf. Syst. Model. Des., 2013

Knowledge-Based Business Innovation Support.

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Proceedings of the 21st Italian Symposium on Advanced Database Systems, 2013

A Preliminary Survey on Innovation Process Management Systems.

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[DOI]

Proceedings of the Model and Data Engineering - Third International Conference, 2013

Innovation pattern analysis.

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[DOI]

Proceedings of the 2013 International Conference on Collaboration Technologies and Systems, 2013

Pattern discovery from innovation processes.

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[DOI]

Proceedings of the 2013 International Conference on Collaboration Technologies and Systems, 2013

A Logic-Based Formalization of KPIs for Virtual Enterprises.

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[DOI]

Proceedings of the Advanced Information Systems Engineering Workshops, 2013

2012

Approximation of the Gradient of the Error Probability for Vector Quantizers.

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[DOI]

Proceedings of the Twentieth Italian Symposium on Advanced Database Systems, 2012

Mining usage patterns from a repository of scientific workflows.

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[DOI]

Proceedings of the ACM Symposium on Applied Computing, 2012

Monitoring Innovation in Virtual Enterprises: an Agile Semantic Approach.

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[DOI]

Benjamin Knoke

Michele Missikoff

Proceedings of the Fifth Interop-Vlab.It Workshop on Complexity of Systems, 2012

Open Innovation in Virtual Enterprises: An Ontology-based Approach.

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[DOI]

Michele Missikoff

Proceedings of the Enterprise Interoperability V, 2012

A platform for collaborative and distributed KDD process design.

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[DOI]

Proceedings of the 2012 International Conference on Collaboration Technologies and Systems, 2012

Semantically-supported team building in a KDD virtual environment.

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[DOI]

Proceedings of the 2012 International Conference on Collaboration Technologies and Systems, 2012

Towards an Open and Scientific Approach to Innovation Processes.

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[DOI]

Proceedings of the First Workshop on New Generation Enterprise and Business Innovation Systems, 2012

2011

Clustering of Process Schemas by Graph Mining Techniques (Extended Abstract).

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Proceedings of the Sistemi Evoluti per Basi di Dati, 2011

On the Nature of Innovation: Towards a Structural and Behavioural Characterization.

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[DOI]

Michele Missikoff

Proceedings of the Fourth Interop-Vlab.It Workshop on Pervasive Computing for Networked Enterprises, 2011

A semantic-aided Designer for Knowledge Discovery.

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[DOI]

Proceedings of the 2011 International Conference on Collaboration Technologies and Systems, 2011

2010

Towards Coordination Patterns for Complex Experimentations in Data Mining.

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Proceedings of the Eighteenth Italian Symposium on Advanced Database Systems, 2010

Hierarchical Clustering of Process Schemas.

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[DOI]

Proceedings of the Third Interop-Vlab.It Workshop on Enterprise Interoperability, 2010

Feature Ranking Based on Decision Border.

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[DOI]

Proceedings of the 20th International Conference on Pattern Recognition, 2010

Mining opinions on the basis of their affectivity.

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[DOI]

Proceedings of the 2010 International Symposium on Collaborative Technologies and Systems, 2010

2009

Bayes Vector Quantizer for Class-Imbalance Problem.

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[DOI]

IEEE Trans. Knowl. Data Eng., 2009

Ontology-Driven KDD Process Composition.

[BibT_eX]

[DOI]

Proceedings of the Advances in Intelligent Data Analysis VIII, 2009

Affective Algorithm to Polarize Customer Opinions.

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Domenico Consoli

Proceedings of the ICEIS 2009, 2009

A goal oriented feature selection for collaborative GIS.

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[DOI]

Proceedings of the 2009 International Symposium on Collaborative Technologies and Systems, 2009

2008

Strategic Index Analysis Through Semantic Web Technologies.

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Proceedings of the Sixteenth Italian Symposium on Advanced Database Systems, 2008

Borderline detection by Bayes vector quantizers.

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[DOI]

Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008

Improving the Customer Intelligence with Customer Enterprise Customer Model.

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Domenico Consoli

Proceedings of the ICEIS 2008, 2008

Semantic Annotation and Services for KDD Tools Sharing and Reuse.

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[DOI]

Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Semantic enrichment of strategic datacubes.

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[DOI]

Proceedings of the DOLAP 2008, 2008

Representing service information in a collaborative KDD environment.

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[DOI]

Proceedings of the 2008 International Symposium on Collaborative Technologies and Systems, 2008

2007

Tecnologie Cognitive nei Sistemi per la Modellistica Geo-spaziale.

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Proceedings of the Fifteenth Italian Symposium on Advanced Database Systems, 2007

KDDBroker: Description and Discovery of KDD Services.

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Jessica Cellini

Proceedings of the Fifteenth Italian Symposium on Advanced Database Systems, 2007

UDDI registry for Knowledge Discovery in Databases services.

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[DOI]

Jessica Cellini

Proceedings of the 2007 International Symposium on Collaborative Technologies and Systems, 2007

2006

BVQ-based Feature Extraction: a Computational Analysis.

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Proceedings of the Fourteenth Italian Symposium on Advanced Database Systems, 2006

About Semantic Enrichment of Strategic Data Models as Part of Enterprise Models.

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[DOI]

Nacer Boudjlida

Proceedings of the Business Process Management Workshops, 2006

Collaborative Knowledge Discovery in Databases: A Knowledge Exchange Perspective.

[BibT_eX]

[DOI]

Waleed W. Smari

Proceedings of the Semantic Web for Collaborative Knowledge Acquisition, 2006

2005

KDD Support Services Based on Data Semantics.

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[DOI]

J. Data Semant., 2005

Developing an open knowledge discovery support system for a network environment.

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[DOI]

Proceedings of the 2005 International Symposium on Collaborative Technologies and Systems, 2005

2004

Choosing the Right Classifier: An Approach to Decision Boundary Characterization for a KDD User Support System.

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Proceedings of the Twelfth Italian Symposium on Advanced Database Systems, 2004

Semantic Annotation of Classification Data for KDD Support Services.

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[DOI]

Proceedings of the Semantics for Grid Databases, 2004

2003

Una piattaforma per servizi di KDD.

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Proceedings of the Eleventh Italian Symposium on Advanced Database Systems, 2003

2002

A Prototype of the Agent-Based, Information Gathering System ANKON.

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Proceedings of the Decimo Convegno Nazionale su Sistemi Evoluti per Basi di Dati, 2002

2001

Efficient boundary hunting via vector quantization.

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[DOI]

Proceedings of the Data Mining and Knowledge Discovery: Theory, 2001

ANKON: A Multi-agent System for Information Gathering.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 12th International Conference, 2001

2000

An Efficient Data Compression Approach to the Classification Task.

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[DOI]

SIGKDD Explor., 2000

A learning algorithm to perform efficient and effective data reduction.

[BibT_eX]

Proceedings of the Ottavo Convegno Nazionale su Sistemi Evoluti per Basi di Dati, 2000

1999

Strategie di Ricerca in Gerarchie di Concetti per la Riformulazione di Query.

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Proceedings of the Atti del Settimo Convegno Nazionale Sistemi Evoluti per Basi di Dati, 1999

A Conceptual Indexing Method for Content-Based Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 10th International Workshop on Database & Expert Systems Applications, 1999

1998

Quantizing for minimum average misclassification risk.

[BibT_eX]

[DOI]

Arnaldo Spalvieri

IEEE Trans. Neural Networks, 1998

Una misura entropica per la valutazione di cluster concettuali.

[BibT_eX]

Proceedings of the Atti del Sesto Convegno Nazionale Sistemi Evolluti per Basi di Dati, 1998

1996

Classificazione di schemi entita'-relazione basata su tecniche neurali.

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Silvana Castano

Proceedings of the Atti del Quarto Convegno Nazionale su Sistemi Evoluti per Basi di Dati (4th National Conference on Advanced Database Systems), 1996

1995

Integration of Neural Networks and Rule Based Systems in the Interpretation of Liver Biopsy Images.

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[DOI]

Nadia Bianchi

Proceedings of the Artificial Intelligence Medicine, 1995

1994

Certain Facts about Kohonen's LVQ1 Algorithm.

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[DOI]