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IEEE Workshop on Evolving and Adaptive Intelligent Systems (EAIS)

作者： V. Duarte-Martínez I.J. Perez P. Ducange M.J Cobo Escuela Superior Politécnica del Litoral ESPOL Facultad de Ingeniería en Electricidad y Computación ESPOL Polytechnic University Guayaquil Ecuador Dpt. of Computer Science and Artificial Intelligence Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI) University of Granada Spain Dpt. of Information Engineering University of Pisa Italy

ISBN: (数字)9798350366235

ISBN: (纸本)9798350366242

Large Language Models represent a transformative technology at the forefront of artificial intelligence and natural language processing, with applications spanning diverse domains. This study conducts a comprehensive science mapping analysis of the LLMs research field, leveraging bibliometric techniques to uncover its thematic structure, trends, and global actors involved. Utilizing data from the Web of science, a corpus of 1303 research documents from 2010 to 2023 is analyzed, revealing a notable surge in research activity, particularly in recent years. Key thematic areas driving research within the field are identified, including chatbot, code generation, augmented reality, transformers, and machine learning paradigms. Foundational technologies such as transformers are pivotal in shaping the research landscape, while emerging themes like prompt learning hint at future directions. This study offers valuable insights for researchers, practitioners, and policymakers seeking to navigate the dynamic landscape of LLMs research and harness its full potential for societal benefit.

关键词： Technological innovation Codes Navigation Collaboration Market research Transformers Chatbots

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Cryptanalysis of TRUTH: Fixing a Protocol to Make it 5G-Compliant

Cryptanalysis of TRUTH: Fixing a Protocol to Make it 5G-Comp...

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International Symposium on Networks, computers and Communications (ISNCC)

作者： J. Munilla M. Burmester P. Caballero-Gil Dpt. of Telecommunication Engineering University of Málaga Málaga Spain Department of Computer Science Florida State Unviersity Tallahassee Florida USA Dept. of Computer Science and AI University of La Laguna La Laguna Tenerife Spain

ISBN: (数字)9798350364910

ISBN: (纸本)9798350364927

Trust and security are critical deployment require-ments for Industrial Internet of Things (IIoT) networks. A recent protocol, called TRUTH, integrates security mechanisms for authentication and privacy alongside a Dempster-Shafer based trust model, to assess the trustworthiness of collected data. We analyze this protocol and show that it does not comply with the implementation requirements of the 5G standard, and that flaws in the identification of involved parties hinder its adoption by 5G devices. We show how to fix this protocol and tailor it for the specific 5G implementation constraints, by enhancing its computational and communication performance. Finally, we show how to prove the security of this fixed protocol (TRUTH +) using the Tamarin automated verification tool.

关键词： Fault diagnosis Performance evaluation Data privacy Protocols 5G mobile communication Data models Synchronization Object recognition Standards Industrial Internet of Things

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An Algorithm for Guideline Transformation: From BPMN to SDA

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Procedia computer science 2015年 63卷 244-251页

作者： Begoña Martínez-Salvador Mar Marcos David Riaño Dpt. of Computer Engineering and Science Universitat Jaume I Av. de Vicent Sos Baynat s/n 12071 Castellón Spain Research Group on Artificial Intelligence Universitat Rovira i Virgili Av. Päısos Catalans 26 43007 Tarragona Spain

The Business Process Modelling and Notation (BPMN) is a widely-accepted standard for process modelling, which can be used to model the clinical processes contained in guidelines. computer systems based on guidelines need to embed these clinical processes, e.g. using a computer-Interpretable Guideline (CIG) language. However, encoding guidelines in a CIG language is a difficult task which is usually performed by technical staff. Building on our previous work, the transformation-based refinement of guideline models, in this paper we describe an algorithm to transform BPMN models into the SDA CIG language. The use of BPMN has the potential to empower clinicians in the modelling task. In combination with the transformation algorithm, this can lead to an increased adoption of CIG languages, SDA and others.

关键词： Clinical guidelines clinical processes guideline transformation BPMN SDA

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Use of QUIC Protocol for Efficient Data Transmission Over Satellite in Emergency Scenario

Use of QUIC Protocol for Efficient Data Transmission Over Sa...

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International Conference on Information and Communication Technologies for Disaster Management (ICT-DM)

作者： Armir Bujari Mirko Franco Claudio E. Palazzi Mattia Quadrini Cesare Roseti Francesco Zampognaro Department of Computer Science and Engineering University of Bologna Bologna Italy Department of Mathematics University of Padua Padua Italy Research and Development RomARS S.r.l. Rome Italy Electronics Engineering Dpt. University of Rome “Tor Vergata” Rome Italy

During emergency situations, reliable and fast communication is crucial for an effective response and coordination of recovery and rescue operations. However, regular communication means may not be always available nor reliable. In this scenario, constellations of Low Earth Orbit satellites can offer high bandwidth capabilities with (relatively) low latency, making them ideal for supporting disaster management teams on the ground and complementing (or replacing) terrestrial telecommunication infrastructures. In this context, the use of the recently defined QUIC protocol can provide the possibility to seamlessly switch from ground communication to satellite ones when needed. In this paper, we discuss the case study of satellite communication in an emergency scenario, assessing via a simulation study the benefits achievable by QUIC under varying queuing parameters and congestion control algorithm behavior.

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A mixture of experts model for predicting persistent weather patterns

arXiv

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arXiv 2019年

作者： Pérez-Ortiz, M. Gutiérrez, P.A. Tino, P. Casanova-Mateo, C. Salcedo-Sanz, S. Computer Laboratory University of Cambridge United Kingdom Dpt. of Computer Science and Numerical Analysis University of Córdoba Spain School of Computer Science University of Birmingham United Kingdom Department of Civil Engineering: Construction Infrastructure and Transport Universidad Politécnica de Madrid Madrid Spain Department of Signal Processing and Communications University of Alcalá Spain

Weather and atmospheric patterns are often persistent. The simplest weather forecasting method is the so-called persistence model, which assumes that the future state of a system will be similar (or equal) to the present state. Machine learning (ML) models are widely used in different weather forecasting applications, but they need to be compared to the persistence model to analyse whether they provide a competitive solution to the problem at hand. In this paper, we devise a new model for predicting low-visibility in airports using the concepts of mixture of experts. Visibility level is coded as two different ordered categorical variables: cloud height and runway visual height. The underlying system in this application is stagnant approximately in 90% of the cases, and standard ML models fail to improve on the performance of the persistence model. Because of this, instead of trying to simply beat the persistence model using ML, we use this persistence as a baseline and learn an ordinal neural network model that refines its results by focusing on learning weather fluctuations. The results show that the proposal outperforms persistence and other ordinal autoregressive models, especially for longer time horizon predictions and for the runway visual height variable. Copyright © 2019, The Authors. All rights reserved.

关键词： Weather forecasting

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Learning System Based on Contextual Awareness for Clinical Practice in Nursing Courses

Learning System Based on Contextual Awareness for Clinical P...

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International Conference on Advanced Learning Technologies (ICALT)

作者： Jorge Gómez Gómez J.F. Huete Velssy Hernandez Riaño Department of Systems Engineering - Research Group GNOCIX Universidad del Sinu-Monteria Colombia Dpt. Computer Science and Artificial Intelligence University of Granada-CITIC_UGR Spain Research Group SOCRATES Universidad de Cordoba-Monteria Colombia

The ubiquitous learning is used as a means of supporting teaching processes by means of the use of mobile and wireless communication technologies, sensors and tracking mechanisms / tracking, working together to integrate students with their environment. The process of clinical learning for nursing students may be the main cause of increased stress on teachers and students, given the problematic nature of the patients. This paper presents an ubiquitous learning system based on active learning methodology that provides context awareness support for nursing courses. An experiment with control and experimental groups with nursing students demonstrates that for theoretical concepts to be successfully transferred into practice, the context of practice needs to be considered.

关键词： Medical services Context Education Mobile communication Learning systems Mobile handsets Personal digital assistants

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Feedback Vibration Control of a Base-Isolated Building with Delayed Measurements Using H_(infinity) Techniques

Feedback Vibration Control of a Base-Isolated Building with ...

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American Control Conference

作者： H.R. Karimi M. Zapateiro N. Luo J.M. Rossell Department of Engineering Faculty of Engineering and Science University of Agder N-4898 Grimstad Norway Department of Applied Mathematics III Universitat Politecnica de Catalunya Barcelona Spain Institute of Informatics and Applications University of Girona Girona Spain Dpt. Mat. Aplicada III Universitat Politecnica de Catalunya Spain

ISBN: (纸本)9781424474264

In this paper we address the problem of vibration reduction of buildings with delayed measurements, where the delays are time-varying and bounded. We focus on a convex optimization approach to the problem of state-feedback H_(infinity) control design. An appropriate Lyapunov-Krasovskii functional and some free weighting matrices are used to establish some delay-range-dependent sufficient conditions for the design of desired controllers in terms of linear matrix inequalities (LMIs). The controller, which guarantees asymptotic stability and an H_(infinity) performance, simultaneously, for the closed-loop system of the structure, is then developed. The performance of the controller is evaluated through the simulation of an n-story base-isolated building.

关键词： Feedback Vibration control Delay Vibration measurement Buildings Linear matrix inequalities Design optimization Control design Sufficient conditions Control systems

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Pattern-based Transformation of Diagrammatic Conceptual Models for Semantic Enrichment in the Web of Data

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Procedia computer science 2015年 60卷 150-159页

作者： Robert Andrei Buchmann Dimitris Karagiannis Business Information Systems Dpt. Faculty of Economic Sciences and Business Administration University Babeş Bolyai str. T. Mihali 58-60 400591 Cluj Napoca Romania Knowledge Engineering Research Group Faculty of Computer Science University of Vienna Waehringerstr. 29 1090 Vienna Austria

The goal of this paper is to bridge the paradigms of Linked Data and Conceptual Modeling, which have been developed from quite distinct concerns, although certain opportunities may stimulate the evolution of the Web towards a new type of knowledge space driven by diagrammatic models. To this end, the work at hand investigates structural patterns in a multitude of modeling languages accumulated over time within the Open Model Initiative Laboratory and defines for each pattern transformation rules that produce graph-based model serializations, thus enabling the processing of diagrammatic models using the Web of Data tech-nological space and practices.

关键词： Web of Data Conceptual Modeling Linked Data Graph databases

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The MPEG-7 query format: a new standard in progress for multimedia query by content

The MPEG-7 query format: a new standard in progress for mult...

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International Symposium on Communications and Information Technologies (ISCIT)

作者： Kevin Adistambha Mario Doeller Ruben Tous Matthias Gruhne Masanori Sano Chrisa Tsinaraki Stavros Christodoulakis Kyoungro Yoon Christian H. Ritz Ian S. Burnett School of Electrical Computer and Telecommunications Engineering University of Wollongong Australia Department Distributed Information Technology University of Passau Passau Germany Dpt. d'Arquitectura de Computadors Universitat Poliltècnica de Catalunya Barcelona Spain Department Metadata Fraunhofer IDMT Germany NHK Science and Technology Research Laboratories Japan Laboratory of Distributed Multimedia Information Systems & Applications Technical University of Crete Greece School of Computer Science and Engineering Konkuk University Seoul South Korea

In recent years, the amount of Internet accessible digital audiovisual media files has vastly increased. Therefore the need to describe the media (by way of metadata) has also increased significantly. MPEG-7 (finalized in 2001) provides a comprehensive and rich metadata standard for the description of multimedia content. Unfortunately, a standardized query format does not exist for MPEG-7, or other multimedia metadata. Such a standard would provide for communications between querying clients and databases, supporting cross-modal and cross-media retrieval. The lSO/lEC SC29WG11 committee decided therefore to contribute to this application space by adding such functionality as a new part of the MPEG-7 series of standards. In response to a Call for Proposals, six proposals were submitted. This paper describes the strengths of each proposal as well as the resulting draft standard for the MPEG-7 query format.

关键词： MPEG 7 Standard Multimedia databases Electronic mail Proposals Database languages Multimedia systems Telecommunication computing Identity-based encryption ISO IEC

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A bio-tribological methodology to investigate nanostructured Ti based composites for hip-joints

A bio-tribological methodology to investigate nanostructured...

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Society of Tribologists and Lubrication Engineers Annual Meeting and Exhibition 2015

作者： Georgiou, E.P. Leuven, K.U. Drees, D. Dosta, S. Matteazzi, P. Kusinski, J. Celis, J.-P. B-3001 Leuven Belgium - Falex Tribology NV Kasteelpark Arenberg 44Wingepark 23B Rotselaar Belgium Falex Tribology NV Rotselaar Belgium Dpt. Ciencia dels Materials i Enginyeria Metal.lurgica Universitat de Barcelona Marti I Franques 1 Barcelona Spain Italy Faculty of Metal Engineering and Industrial Computer Science University of Mining and Metallurgy Mickiewicza 30 Ave. Cracow Poland

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