Search results for: Marco Calabrese

Items from 1 to 11 out of 11 results

chapter

On Designing Task-Oriented Intelligent Interfaces: An E-Mail Based Design Framework

Marco Calabrese, Vincenzo Lecce, Domenico Soldo

Lecture Notes in Computer Science > Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence > Intelligent Computing in Pattern Recognition > 229-239

This paper presents a design framework for building intelligent interfaces using e-mails to dialogue with human users in task-oriented settings. In particular, the proposed approach is pursued from the pattern matching standpoint. Human-computer interaction (HCI) is faced as a classification process where the input data is represented by the user query written in natural language and the output is...

chapter

A Semantic Lexicon-Based Approach for Sense Disambiguation and Its WWW Application

Vincenzo Lecce, Marco Calabrese, Domenico Soldo

Lecture Notes in Computer Science > Emerging Intelligent Computing Technology and Applications. With Aspects of Artificial Intelligence > Knowledge Discovery and Data Mining > 468-477

This work proposes a basic framework for resolving sense disambiguation through the use of Semantic Lexicon, a machine readable dictionary managing both word senses and lexico-semantic relations. More specifically, polysemous ambiguity characterizing Web documents is discussed. The adopted Semantic Lexicon is WordNet, a lexical knowledge-base of English words widely adopted in many research studies...

chapter

Experimental System to Support Real-Time Driving Pattern Recognition

Vincenzo Lecce, Marco Calabrese

Lecture Notes in Computer Science > Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence > Special Session on Intelligent Pattern Recognition and Understanding in Image Processing > 1192-1199

This work proposes an advanced driving information system that, using the acceleration signature provided by low cost sensors and a GPS receiver, infers information on the driving behaviour. The proposed system uses pattern matching to identify and classify driving styles. Sensor data are quantified in terms of fuzzy concepts on the driving style. The GPS positioning datum is used to recognize trajectory...

chapter

Mining Context-Specific Web Knowledge: An Experimental Dictionary-Based Approach

Vincenzo Lecce, Marco Calabrese, Domenico Soldo

Lecture Notes in Computer Science > Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence > Case Based Reasoning and Autonomy-Oriented Computing > 896-905

This work presents an experimental semantic approach for mining knowledge from the World Wide Web (WWW). The main goal is to build a context-specific knowledge base from web documents. The basic idea is to use a reference knowledge provided by a dictionary as the indexing structure of domain-specific computed knowledge instances organised in the form of interlinked text words. The WordNet lexical...

chapter

Holonic granularity in intelligent data analysis: A case study implementation

Vincenzo Di Lecce, Marco Calabrese, Claudio Martines

2012 IEEE International Conference on Computational Intelligence for Measurement Systems and Applications (CIMSA) Proceedings > 12 - 17

2012 IEEE International Conference on Computational Intelligence for Measurement Systems and Applications (CIMSA)

A granule is any atomic element that is not distinguishable from its peers for manifest features but only for the fact that it represents a singleton (eventually overarching a subset of elements) among other singletons. The importance of granule in Computational Intelligence (CI) is testified by the recent development of Granular Computing (GrC) whose aim is to provide computational methodologies...

chapter

An approach to model-aware measurements

Vincenzo Di Lecce, Marco Calabrese

2012 IEEE International Instrumentation and Measurement Technology Conference Proceedings > 1303 - 1307

2012 IEEE International Instrumentation and Measurement Technology Conference (I2MTC 2012)

In this paper, we spotlight the issue of considering precision and accuracy as concepts to inflate in the interpretation of measurements, and not only in the measurements themselves. Except from microscale dimensions where the Heisenberg principle can be a matter of concern, when we normally measure a physical quantity we are supposing to be truthfully compliant with the hypothesis that our instrumental...

chapter

Discriminating gaseous emission patterns in low-cost sensor setups

Vincenzo Di Lecce, Marco Calabrese

2011 IEEE International Conference on Computational Intelligence for Measurement Systems and Applications (CIMSA) Proceedings > 1 - 6

2011 IEEE International Conference on Computational Intelligence for Measurement Systems and Applications (CIMSA)

This work presents a two-step heuristic that employs extremely low-cost sensors for gaseous emission event discrimination. These events are triggered by particular patterns of sensor responses possibly occurring when a certain gas is emitted; patterns are then used to produce human-understandable inference rules describing the kind of emission measured. The technique, challenged by the high cross-sensitivity...

chapter

Holonic systems as software paradigms for industrial automation and environmental monitoring

Marco Calabrese, Vincenzo Piuri, Vincenzo Di Lecce

2011 IEEE Symposium on Intelligent Agent (IA) > 1 - 8

2011 Ieee Symposium On Intelligent Agents - Part Of 17273 - 2011 Ssci

Holon is a powerful metaphor which captures the recursive structure of biological systems and the organization of their decision processes arranged at various granularity abstraction levels. From a computational intelligence perspective, a holon can be conceived as a goal-oriented community of lower-level holons led by more specific targets. Sub-holons co-operate on sub-problems that represent the...

chapter

Dialogue-oriented interface for linguistic human-computer interaction: A chat-based application

Vincenzo Di Lecce, Marco Calabrese, Domenico Soldo, Alessandro Quarto

2010 IEEE International Conference on Virtual Environments, Human-Computer Interfaces and Measurement Systems > 103 - 108

2010 IEEE International Conference on Virtual Environments, Human-Computer Interfaces and Measurement Systems (VECIMS 2010)

This work presents a prototype conversational system enabling human-computer interaction by using natural language expression. As an enhancement to well-known conversational agents like chatbots, in the proposed setting, human-machine dialogue is intended as a query/answer monotonic process aimed at minimizing semantic ambiguity within communication and delivering the required service. When user queries...

chapter

Computational-based volatile organic compounds discrimination: An experimental low-cost setup

Vincenzo Di Lecce, Marco Calabrese, Rita Dario

2010 IEEE International Conference on Computational Intelligence for Measurement Systems and Applications > 54 - 59

2010 IEEE International Conference on Computational Intelligence for Measurement Systems and Applications (CIMSA 2010)

In this work, an array of low-cost cross-sensitive sensors is used for discriminating the best candidate within a set of volatile organic compounds (VOCs). The challenge of our experimental setting is to deal with the problems of low selectivity, especially in normal operating conditions, so that ambiguous sensor responses (i.e. referable to more than one VOC) can be given, at least, a qualitative...

article

Hierarchical-granularity holonic modelling

Marco Calabrese, Alberto Amato, Vincenzo Di Lecce, Vincenzo Piuri

Journal of Ambient Intelligence and Humanized Computing > 2010 > 1 > 3 > 199-209

Design criteria for distributed and pervasive intelligent systems, such as Multi Agent Systems (MAS), are generally led by the functional decomposition of the given application-dependent knowledge. Consequently, changes either in the problem semantics or in the granularity level description may have a significant impact on the overall system re-engineering process. In order to tackle better these...

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