Giuliano Armano

Orcid: 0000-0002-8597-1433

According to our database1, Giuliano Armano authored at least 101 papers between 1995 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2022
Automatic Monitoring Cheese Ripeness Using Computer Vision and Artificial Intelligence.
IEEE Access, 2022

2019
Phi-Delta-Diagrams: Software Implementation of a Visual Tool for Assessing Classifier and Feature Performance.
Mach. Learn. Knowl. Extr., 2019

2018
Building forests of local trees.
Pattern Recognit., 2018

A two-tiered 2D visual tool for assessing classifier performance.
Inf. Sci., 2018

BITS 2017: the annual meeting of the Italian Society of Bioinformatics.
BMC Bioinform., 2018

NewsVallum: Semantics-Aware Text and Image Processing for Fake News Detection system.
Proceedings of the 26th Italian Symposium on Advanced Database Systems, 2018

Using \varphi -\delta Diagrams on Web Data.
Proceedings of the Current Trends in Web Engineering, 2018

Measuring Diversity and Accuracy in ANN Ensembles.
Proceedings of the Advances in Artificial Intelligence, 2018

2016
Experimenting multiresolution analysis for identifying regions of different classification complexity.
Pattern Anal. Appl., 2016

PhonoSys: Mobile Phonocardiography Diagnostic System for Newborns.
EAI Endorsed Trans. Mob. Commun. Appl., 2016

Multiobjective clustering analysis using particle swarm optimization.
Expert Syst. Appl., 2016

Probabilistic Modeling of Progressive Filtering.
CoRR, 2016

CUDA-quicksort: an improved GPU-based implementation of quicksort.
Concurr. Comput. Pract. Exp., 2016

Removing duplicate reads using graphics processing units.
BMC Bioinform., 2016

<i>RANKS</i>: a flexible tool for node label ranking and classification in biological networks.
Bioinform., 2016

Automated Taxonomy Building by Adopting Discriminant and Characteristic Capabilities.
Proceedings of the 7th Italian Information Retrieval Workshop, 2016

2015
A direct measure of discriminant and characteristic capability for classifier building and assessment.
Inf. Sci., 2015

Modelling Progressive Filtering.
Fundam. Informaticae, 2015

A Text Classification Framework Based on Optimized Error Correcting Output Code.
Proceedings of the 1st International Workshop on Knowledge Discovery on the WEB, 2015

Clustering Analysis using Opposition-based API Algorithm.
Proceedings of the 7th International Joint Conference on Computational Intelligence (IJCCI 2015), 2015

Analysis of Term Roles Along Taxonomy Nodes by Adopting Discriminant and Characteristic Capabilities.
Proceedings of the 6th Italian Information Retrieval Workshop, 2015

MultiResolution Complexity Analysis - A Novel Method for Partitioning Datasets into Regions of Different Classification Complexity.
Proceedings of the ICPRAM 2015, 2015

Stopwords Identification by Means of Characteristic and Discriminant Analysis.
Proceedings of the ICAART 2015, 2015

2014
A tool for mapping Single Nucleotide Polymorphisms using Graphics Processing Units.
BMC Bioinform., 2014

Measuring Discriminant and Characteristic Capability for Building and Assessing Classifiers.
Proceedings of the 8th International Workshop on Information Filtering and Retrieval co-located with XIII AI*IA Symposium on Artificial Intelligence (AI*IA 2014), 2014

2013
Improving contextual advertising by adopting collaborative filtering.
ACM Trans. Web, 2013

A Novel Method for Partitioning Feature Spaces According to their Inherent Classification Complexity.
Int. J. Pattern Recognit. Artif. Intell., 2013

Clustering datasets by complex networks analysis.
Complex Adapt. Syst. Model., 2013

CAMMA: contextual advertising system for multimodal news aggregations.
Proceedings of the ACM Multimedia Conference, 2013

Early diagnosis of heart disease using classification and regression trees.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Exploiting Correlation-based Metrics to Assess Encoding Techniques.
Proceedings of the ICPRAM 2013, 2013

Phase Transitions in Fermionic Networks.
Proceedings of the Adaptive and Natural Computing Algorithms, 2013

Matching Ads in a Collaborative Advertising System.
Proceedings of the E-Commerce and Web Technologies - 14th International Conference, 2013

2012
Exploiting Intrastructure Information for Secondary Structure Prediction with Multifaceted Pipelines.
IEEE ACM Trans. Comput. Biol. Bioinform., 2012

Multiagent systems and information retrieval our experience with X.MAS.
Expert Syst. Appl., 2012

A Route Confidence Evaluation Method for Reliable Hierarchical Text Categorization
CoRR, 2012

Quantum-Classical Transition in Complex Networks
CoRR, 2012

An Interacting Particle Model for Clustering Euclidean Datasets
CoRR, 2012

Literature Retrieval and Mining in Bioinformatics: State of the Art and Challenges.
Adv. Bioinformatics, 2012

A Fitness Model for Epidemic Dynamics in Complex Networks.
Proceedings of the Eighth International Conference on Signal Image Technology and Internet Based Systems, 2012

Using Snippets in Text Summarization: a Comparative Study and an Application.
Proceedings of the 3rd Italian Information Retrieval Workshop, 2012

Error-Correcting Output Codes for Multi-Label Text Categorization.
Proceedings of the 3rd Italian Information Retrieval Workshop, 2012

Assessing Encoding Techniques through Correlation-Based Metrics.
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

Are Related Links Effective for Contextual Advertising? - A Preliminary Study.
Proceedings of the KDIR 2012 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Barcelona, Spain, 4, 2012

Ensemble of Binary Learners for Reliable Text Categorization with a Reject Option.
Proceedings of the Hybrid Artificial Intelligent Systems - 7th International Conference, 2012

Applying Contextual Advertising to MultiModal Information Content.
Proceedings of the E-Commerce and Web Technologies - 13th International Conference, 2012

2011
A Collaborative Web Application for Supporting Researchers in the Task of Generating Protein Datasets.
Proceedings of the Advances in Distributed Agent-Based Retrieval Tools, 2011

An Improved Mixture of Experts Model: Divide and Conquer Using Random Prototypes.
Proceedings of the Ensembles in Machine Learning Applications, 2011

Progressive Filtering on the Web: The Press Reviews Case Study.
Proceedings of the Learning Structure and Schemas from Documents, 2011

Run-Time Performance Analysis of the Mixture of Experts Model.
Proceedings of the Computer Recognition Systems 4, 2011

Computational Design of a DNA- and Fc-Binding Fusion Protein.
Adv. Bioinformatics, 2011

A New Gene Selection Method Based on Random Subspace Ensemble for Microarray Cancer Classification.
Proceedings of the Pattern Recognition in Bioinformatics, 2011

A Resilient Voting Scheme for Improving Secondary Structure Prediction.
Proceedings of the Multi-disciplinary Trends in Artificial Intelligence, 2011

Experimenting Text Summarization Techniques for Contextual Advertising.
Proceedings of the 2nd Italian Information Retrieval (IIR) Workshop, 2011

Semantic Enrichment of Contextual Advertising by using Concepts.
Proceedings of the KDIR 2011, 2011

A Comparative Experimental Assessment of a Threshold Selection Algorithm in Hierarchical Text Categorization.
Proceedings of the Advances in Information Retrieval, 2011

Studying the Impact of Text Summarization on Contextual Advertising.
Proceedings of the 2011 Database and Expert Systems Applications, 2011

Content-Based Keywords Extraction and Automatic Advertisement Associations to Multimodal News Aggregations.
Proceedings of the New Challenges in Distributed Information Filtering and Retrieval, 2011

Experimenting Text Summarization on Multimodal Aggregation.
Proceedings of the 5th International Workshop on New Challenges in Distributed Information Filtering and Retrieval, 2011

A Comparative Study of Thresholding Strategies in Progressive Filtering.
Proceedings of the AI*IA 2011: Artificial Intelligence Around Man and Beyond, 2011

2010
DomoBuilder: A MultiAgent Architecture for Home Automation.
Proceedings of the 11th WOA 2010 Workshop, 2010

A recommender system based on a generic contextual advertising approach.
Proceedings of the 15th IEEE Symposium on Computers and Communications, 2010

Random Prototype-based Oracle for Selection-fusion Ensembles.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

A Unifying View of Contextual Advertising and Recommender Systems.
Proceedings of the KDIR 2010, 2010

Experimentally Studying Progressive Filtering in Presence of Input Imbalance.
Proceedings of the Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2010

Assessing Progressive Filtering to Perform Hierarchical Text Categorization in Presence of Input Imbalance.
Proceedings of the KDIR 2010, 2010

Mixture of Random Prototype-Based Local Experts.
Proceedings of the Hybrid Artificial Intelligence Systems, 5th International Conference, 2010

Using Progressive Filtering to Deal with Information Overload.
Proceedings of the Database and Expert Systems Applications, 2010

Experimental Assessment of a Threshold Selection Algorithm for Tuning Classifiers in the Field of Hierarchical Text Categorization.
Proceedings of the 17th RCRA workshop on Experimental Evaluation of Algorithms for Solving Problems with Combinatorial Explosion, 2010

2009
Profiling Users to Perform Contextual Advertising.
Proceedings of the 10th Workshop "From Objects to Agents", Parma, Italy, July 9-10, 2009, 2009

Monitoring Boats in Marine Reserves: A MAS Solution.
Proceedings of the 10th Workshop "From Objects to Agents", Parma, Italy, July 9-10, 2009, 2009

A MultiAgent System for Monitoring Boats in Marine Reserves.
Proceedings of the Programming Multi-Agent Systems - 7th International Workshop, 2009

2007
Why software agents can be effective in biomedical sciences.
Multiagent Grid Syst., 2007

Agents in bioinformatics, computational and systems biology.
Briefings Bioinform., 2007

News Retrieval through a MultiAgent System.
Proceedings of the WOA 2007: Dagli Oggetti agli Agenti. 8th AI*IA/TABOO Joint Workshop "From Objects to Agents": Agents and Industry: Technological Applications of Software Agents, 2007

Hierarchical Text Categorization Through a Vertical Composition of Classifiers.
Proceedings of the AI*IA 2007: Artificial Intelligence and Human-Oriented Computing, 2007

2006
MASSP3: A System for Predicting Protein Secondary Structure.
EURASIP J. Adv. Signal Process., 2006

2005
A Multi-agent System for Protein Secondary Structure Prediction.
Trans. Comp. Sys. Biology, 2005

Using Secondary Structure Information to Perform Multiple Alignment.
Trans. Comp. Sys. Biology, 2005

A hybrid genetic-neural architecture for stock indexes forecasting.
Inf. Sci., 2005

A Hybrid Genetic-Neural System for Predicting Protein Secondary Structure.
BMC Bioinform., 2005

PACMAS: A Personalized, Adaptive, and Cooperative MultiAgent System Architecture.
Proceedings of the WOA 2005: Dagli Oggetti agli Agenti. 6th AI*IA/TABOO Joint Workshop "From Objects to Agents": Simulation and Formal Analysis of Complex Systems, 2005

ANEMONE - A Network of Multi-Agent Platforms for Academic Communities.
Proceedings of the WOA 2005: Dagli Oggetti agli Agenti. 6th AI*IA/TABOO Joint Workshop "From Objects to Agents": Simulation and Formal Analysis of Complex Systems, 2005

BIOPACMAS: A Personalized, Adaptive, and Cooperative MultiAgent System for Predicting Protein Secondary Structure.
Proceedings of the AI*IA 2005: Advances in Artificial Intelligence, 2005

Using Multiple Experts for Predicting Protein Secondary Structure.
Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, 2005

DHG: A System for Generating Macro-Operators from Static Domain Analysis.
Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, 2005

2004
Automatic Generation of Macro-Operators from Static Domain Analysis.
Proceedings of the 16th Eureopean Conference on Artificial Intelligence, 2004

2003
Generating Abstractions from Static Domain Analysis.
Proceedings of the WOA 2003: Dagli Oggetti agli Agenti. 4th AI*IA/TABOO Joint Workshop "From Objects to Agents": Intelligent Systems and Pervasive Computing, 2003

A Parametric Hierarchical Planner for Experimenting Abstraction Techniques.
Proceedings of the IJCAI-03, 2003

Experimenting the Performance of Abstraction Mechanisms Through a Parametric Hierarchical Planner.
Proceedings of the 21st IASTED International Multi-Conference on Applied Informatics (AI 2003), 2003

Planning by Abstraction Using HW[].
Proceedings of the AI*IA 2003: Advances in Artificial Intelligence, 2003

2002
Stock Market Prediction by a Mixture of Genetic-Neural Experts.
Int. J. Pattern Recognit. Artif. Intell., 2002

Experimenting Abstraction Mechanisms through an Agent-Based Hierarchical Planner.
Proceedings of the WOA 2002: Dagli Oggetti agli Agenti. 3rd AI*IA/TABOO Joint Workshop "From Objects to Agents": From Information to Knowledge, 2002

2001
Implementing Adaptive Capabilities on Agents that Act in a Dynamic Environment.
Proceedings of the WOA 2001: Dagli Oggetti agli Agenti. 2nd AI*IA/TABOO Joint Workshop "From Objects to Agents": Evolutive Trends of Software Systems, 2001

An Agent Architecture for Planning in a Dynamic Environment.
Proceedings of the AI*IA 2001: Advances in Artificial Intelligence, 2001

2000
Implementing Autonomous Reactive Agents by Using Active Objects.
Proceedings of the WOA 2000: Dagli Oggetti agli Agenti. 1st AI*IA/TABOO Joint Workshop "From Objects to Agents": Evolutive Trends of Software Systems, 2000

MODE: A Java-like Environment for Experimenting Mobility Policies.
Proceedings of the International Symposium on Distributed Objects and Applications, 2000

1999
A Distributed Object-Oriented Language for Heterogeneous Computer Networks.
J. Supercomput., 1999

A communication micro-kernel for implementing object-oriented programming on closely coupled distributed architectures.
Concurr. Pract. Exp., 1999

1997
Learning Relational Concepts at Different Levels of Granularity.
Proceedings of the AI*IA 97: Advances in Artificial Intelligence, 1997

1995
Exceptions-Based Synthesis of Boolean Functions as a Core Mechanism to Perform Concept Learning.
Proceedings of the Topics in Artificial Intelligence, 1995


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