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User Modeling Meets Research Integrity: Challenges in Translating AI-powered Rehabilitation Systems into Regulated Clinical Practice: User Modeling Meets Research Integrity 25

User Modeling Meets Research Integrity: Challenges in Transl...

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Adjunct Proceedings of the 33rd ACM Conference on User Modeling, Adaptation and Personalization

作者： Ilaria Bortone Feliciana Catino Giuseppe Colacicco Rodolfo Sardone Giuseppe Campanile APS Public Health Environment and Social Equity - PLANET Bari Italy MedITech 4.0 Competence Center Projects Unit Bari Italy University of Bari Dept. of Computer Science Bari Italy Comune di Taranto Taranto Italy University of Bari Bari Italy Dept. of Translational Biomedicine and Neuroscience (DiBraiN) Bari Italy Azienda Sanitaria Locale di Taranto Urban Health Center Taranto Italy University of Liverpool Liverpool United Kingdom Azienda Sanitaria Locale di Bari Bari Italy LUMSA University Department of Law Economics Politics and Modern languages Taranto Italy

ISBN: (纸本)9798400713996

Artificial intelligence (AI) is increasingly embedded in rehabilitation technologies designed for children with developmental disorders, offering new opportunities for personalised, adaptive care. However, the translation of these systems from lab to clinic is often decisively shaped by regulatory frameworks such as the EU General Data Protection Regulation (GDPR), the Medical Device Regulation (MDR), and the forthcoming AI Act. This position paper explores how these three regulatory pillars influence the ethical deployment of AI and the design and innovation process behind pediatric rehabilitation tools. Drawing from recent literature and ongoing policy developments, we argue that GDPR, MDR, and the AI Act should not be viewed merely as compliance hurdles but as co-design forces that enable trustworthy, interpretable, and clinically viable AI. We propose a forward-looking framework to align innovation with regulation to facilitate the safe and effective implementation of AI-powered rehabilitation in child-centred healthcare.

关键词： Developmental Disorders

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A robust approach to the cell switch-off problem in 5G ultradense networks

A robust approach to the cell switch-off problem in 5G ultra...

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2019 International Conference on High Performance Computing and Simulation, HPCS 2019

作者： Luna, Francisco Zapata-Cano, Pablo H. Valenzuela-Valdes, Juan F. Padilla, Pablo Universidad de Málaga Dept. of Languages and Computer Science Málaga Spain Dept. Signal Theory Telematics and Communications Universidad de Granada Granada Spain

ISBN: (纸本)9781728144849

Ultra-dense networks (UDNs) are recognized as one of the key enabling technologies of the fifth generation (5G) networks, as they allow for an efficient spatial reuse of the spectrum, which is required to meet the traffic demands foreseen for the next coming years. However, the power consumption of UDNs, with potentially hundreds of small base stations (SBSs) within each macrocell, is a major concern for the cellular operators, and has to be properly addressed prior to the actual deployment of these 5G networks. Among the different existing approaches to address this issue, a widely accepted strategy lies in the selective deactivation of SBSs, but without compromising the QoS provided to the User Equipments (UEs). This is known as the Cell Switch-Off (CSO) problem. The typical formulation of this problem is based on estimations of the traffic demand of the User Equipments (UEs) within the network. But these estimations could not be met. This work approaches these uncertain scenarios by extending the CSO problem with additional objectives that account for the robustness of the solutions to disturbances in these traffic estimates. To do so, a computationally demanding Monte-Carlo sampling is used to evaluate each solution. To manage such an increasingly large computing cost, a parallel version of the NSGA-II algorithm that is able to run on a computing platform composed of more than 500 cores has been used. It is able to compute in roughly 2 hours, an accumulated execution time of more than 42 days, which is within the expected timeframe of operators to make changes in the network configuration. © 2019 IEEE.

关键词： Multiobjective optimization

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An agent-based model on scale-free networks for personal finance decisions 20

An agent-based model on scale-free networks for personal fin...

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20th Workshop "From Objects to Agents", WOA 2019

作者： Mastroeni, Loretta Naldi, Maurizio Vellucci, Pierluigi Dept. of Economics Roma Tre University Rome Italy Dept. of Civil Engineering and Computer Science University of Rome Tor Vergata Dept. of Law Economics Politics and Modern languages LUMSA University Rome Italy

Personal finance decisions emerge from a complex network of human connections, where the nodes or agents — banks, investors, financial advisors — take their choices on the basis of a variety of factors. All these agents form a society, which we modeled as an Agent-Based Model (ABM) on a scale-free network. In this paper, we will consider: honest agents, regular agents, insincere agents, stubborn agents and skilled (or unskilled) agents. Honest agents report truthfully their opinion while insincere agents state an opinion which is different from their internal belief. Regular agents are characterized by the same propensity to listen, contrary to what stubborn agents do because these agents evaluate the counterpart’s opinion but never approaches to it. Skilled and unskilled agents are the result of influence of the competence in the evolution of decisions in multi-agent systems. We perform a social simulation to show that, in particular, consensus, polarization, extremism or the emergence of a disordered regime are possible outcomes, even without explicit introduction of stubborn agents. © 2019 CEUR-WS. All rights reserved.

关键词： Complex networks

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Synthetic fibered (∞,1)-category theory

arXiv

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arXiv 2021年

作者： Buchholtz, Ulrik Weinberger, Jonathan Functional Programming Lab School of Computer Science University of Nottingham Jubilee Campus NottinghamNG7 1BB United Kingdom Dept. of Mathematics Krieger School of Arts and Sciences Johns Hopkins University 3400 N Charles St. BaltimoreMD21218 United States

We study cocartesian fibrations in the setting of the synthetic (∞,1)-category theory developed in simplicial type theory introduced by Riehl and Shulman. Our development culminates in a Yoneda Lemma for cocartesian ... 详细信息

关键词： Topology

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Phase Shifter for Millimeter-Wave Frequency Range Based on Glide Symmetric Structures

Phase Shifter for Millimeter-Wave Frequency Range Based on G...

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European Conference on Antennas and Propagation

作者： Angel Palomares-Caballero Antonio Alex-Amor Juan Valenzuela-Valdes Francisco Luna Pablo Padilla Department of Computer Science and Programming Languages University of Malaga Malaga Spain Dept. of Signal Theory University of Granada-CITIC Granada Spain

The use of glide symmetry in radiofrequency devices to introduce dispersive effects has been recently proposed and demonstrated. One of these effects is to control the propagation constant of the structure. Here, we propose a mm-wave phase shifter whose elements have a glide-symmetric configuration to achieve a greater phase shift in the same waveguide space than the non-glide-symmetric case. The glide-symmetric phase shifter is implemented in waveguide technology and is formed by rows of metallic pins that produce the desired phase shift. To assess the better performance of the glide-symmetric phase shifter, it is compared to its non-glide-symmetric version whose metallic pins are located only in one of the broad sides of the waveguide. The operating frequency range of the phase shifter is 67 to 75 GHz. Results show a 180 degree phase shift in regard to the reference waveguide without pins, and 50 degrees more than the non-glide-symmetric version.

关键词： Phase shifters Pins Europe Millimeter wave technology Array signal processing Dispersion

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A robust approach to the cell switch-off problem in 5G ultradense networks

A robust approach to the cell switch-off problem in 5G ultra...

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International Conference on High Performance Computing & Simulation (HPCS)

作者： Francisco Luna Pablo H. Zapata-Cano Juan F. Valenzuela-Valdés Pablo Padilla Dept. of Languages and Computer Science Universidad de Málaga Málaga Spain Dept. Signal Theory Telematics and Communications Universidad de Granada Granada Spain

ISBN: (数字)9781728144849

ISBN: (纸本)9781728144856

关键词： Robustness Power demand Switches Propagation losses 5G mobile communication Interference Optimization

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Glide-symmetric printed corrugated transmission lines with controlable stopband

Glide-symmetric printed corrugated transmission lines with c...

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European Conference on Antennas and Propagation, EuCAP

作者： Pablo Padilla Angel Palomares-Caballero Antonio Alex-Amor Juan F. Valenzuela-Valdés Oscar Quevedo-Teruel Dept. of Signal Theory University of Granada-CITIC Granada Spain Dept. of Languages and Computer Science University of Málaga Málaga Spain Dept. of Electromagnetic Engineering KTH Royal Institute of Technology Stockholm Sweden

Here, we demonstrate that the dispersion properties of printed lines can be controlled by using glide symmetry. Glide symmetry is introduced by means of corrugations in the printed lines. The glide-symmetric configuration provides a more linear propagation constant, avoiding the presence of stopband between first and second propagating modes. Additionally, the breakage of the glide-symmetric geometry introduces a tunable stopband that can be used for filtering.

关键词： Dispersion Periodic structures Microstrip Microwave communication Microwave propagation Microwave antennas

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A conceptual framework for assessing anonymization-utility trade-offs based on principal component analysis

arXiv

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arXiv 2019年

作者： D'Acquisto, Giuseppe Naldi, Maurizio Dept. of Civil Engineering and Computer Science University of Rome Tor Vergata Via del Politecnico 1 Rome00133 Italy Dept. of Law Economics Politics and Modern languages LUMSA University Via Marcantonio Colonna 19 Rome00192 Italy

An anonymization technique for databases is proposed that employs Principal Component Analysis. The technique aims at releasing the least possible amount of information, while preserving the utility of the data released in response to queries. The general scheme is described, and alternative metrics are proposed to assess utility, based respectively on matrix norms;correlation coefficients;divergence measures, and quality indices of database images. This approach allows to properly measure the utility of output data and incorporate that measure in the anonymization method. Copyright © 2019, The Authors. All rights reserved.

关键词： Principal component analysis

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Impact of fluctuation interferences to the responders performance of secondary surveillance radar system

Impact of fluctuation interferences to the responders perfor...

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2018 International Conference on Information and Telecommunication Technologies and Radio Electronics, UkrMiCo 2018

作者： Svyd, I.V. Goriushkina, A.E. Zavolodko, G.E. Maltsev, O.S. Kharkiv National University of Radio Electronics KNURE Dept. Radiotechnologies Information and Communication Systems Kharkiv Ukraine National Technical University KhPI NTU KhPI Department of Computer Science and Programming Kharkiv Ukraine National Technical University KhPI NTU KhPI Department of Information Systems Kharkiv Ukraine

ISBN: (纸本)9781538652640

The principle of network construction and the principle of request signals service of Secondary surveillance radar systems predetermined the work of the respondents of the considered systems in conditions of intra-system and intentional correlated and uncorrelated interferences. The article estimates the impact of masking fluctuation interferences on the quality of the request signals detection. It is shown that the choice of time-interval codes as the request signals predetermined the low noise immunity of the considered systems when a channel is exposed by the fluctuation interference. © 2018 IEEE.

关键词： Signal detection

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Fostering the Learning of English Idioms by Setting Children within a Virtual Environment

Fostering the Learning of English Idioms by Setting Children...

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International Conference of Educational Innovation through Technology (EITT)

作者： Siao-cing Guo Gwo-dong Chen Dept. of Applied Foreign Languages National Taipei University of Business Taipei Taiwan Dept. of Computer Science and Information Engineering National Central University Taoyuang City Taiwan

ISBN: (纸本)9781538696040;9781538696033

There has been a shift to technology-enhanced learning. New technology enables English teachers to expand learning with more ample resources and dynamic activities. Technology-enhanced learning has diversified learning activities in classroom or outside of classroom (van der Zwaard & Bannink, 2016). Scholars found drama to be an effective pedagogical tool to enhance children's language learning, communication, and personal development (Brouillette, 2010). The integration of drama and digital technology provides situational and experiential learning which can improve students' learning attainment. The researchers conducted a digital theater project and attempted to examine the effect of this integration approach on English acquisition and learning attitudes. The pre- and post-language tests and survey were devised for this investigation. A repeated measure was performed to see the effect and retention of the language. The results showed that the digital drama theater project had a significant impact on English learning. Children were able to retain the majority of the previously learned language. Their motivation, confidence, and attitudes toward the digital technology were also significantly increased.

关键词： Training Analysis of variance Task analysis Reliability Tools

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