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class="cinecaSiteHomeIntroduction">CINECA IRIS Institutial research information system</h5><p>è la soluzione IT che facilita la raccolta e la gestione dei dati relativi alle attività e ai prodotti della Ricerca. Fornisce a Ricercatori, amministratori e valutatori gli sturmenti per monitorare i risultati della ricerca, aumentarne la visibilità e allocare in modo efficace le risorse disponibili</p></div></div></div><div class="container-xxl ps-0 pe-0 layout-no-sidebar" id="mainContainerDiv"> <main class="layout-main" id="content"> <div class="container-fluid page-content"> <div class="row"> <div class="col-lg-8 mt-2"> <div class="card border-primary"> <div id="recent-submissions-carousel" class="card-header bg-white text-primary"> <h3> Prodotti recenti <div class="float-end"> </div> </h3> </div> <div class="card-body carousel carousel-dark slide" data-bs-ride="carousel" id="recentSubmissionCarousel"> <div class="carousel-indicators"> <button type="button" data-bs-target="#recentSubmissionCarousel" data-bs-slide-to="0" class="active" aria-current="true" aria-label="Slide 1"></button> <button type="button" data-bs-target="#recentSubmissionCarousel" data-bs-slide-to="1" aria-current="true" aria-label="Slide 2"></button> <button type="button" data-bs-target="#recentSubmissionCarousel" data-bs-slide-to="2" aria-current="true" aria-label="Slide 3"></button> <button type="button" data-bs-target="#recentSubmissionCarousel" data-bs-slide-to="3" aria-current="true" aria-label="Slide 4"></button> <button type="button" data-bs-target="#recentSubmissionCarousel" data-bs-slide-to="4" aria-current="true" aria-label="Slide 5"></button> </div> <div class="carousel-inner"> <div style="min-height: 200px;" class="carousel-item active"> <h5><a href="/handle/20.500.11771/33258">Detecting Deception Through Linguistic Cues: From Reality Monitoring to Natural Language Processing</a></h5> <p>Detecting deception in interpersonal communication is a pivotal issue in social psy- chology, with signi cant implications for court and criminal proceedings. In this study, four experiments were designed to compare the performance of natural lan- guage processing (NLP) techniques and human judges in detecting deception from linguistic cues in a dataset of 62 transcriptions of video-taped interviews (32 genuine and 30 deceptive). The results showed that machine-learning algorithms signi cantl...</p> </div> <div style="min-height: 200px;" class="carousel-item "> <h5><a href="/handle/20.500.11771/33398">Learning-Based Stochastic Model Predictive Control for Autonomous Driving at Uncontrolled Intersections</a></h5> <p>Autonomous driving in urban environments requires safe control policies that account for the non-determinism of moving obstacles, such as the position other vehicles will take while crossing an uncontrolled intersection. We address this problem by proposing a stochastic model predictive control (MPC) approach with robust collision avoidance constraints to guarantee safety. By adopting a stochastic formulation, the quality of closed-loop tracking is increased by avoiding giving excessive impor...</p> </div> <div style="min-height: 200px;" class="carousel-item "> <h5><a href="/handle/20.500.11771/33378">Data-driven predictive control in a stochastic setting: a unified framework</a></h5> <p>Data-driven predictive control (DDPC) has been recently proposed as an effective alternative to traditional model-predictive control (MPC) for its unique features of being time-efficient and unbiased with respect to the oracle solution. Nonetheless, it has also been observed that noise may strongly jeopardize the final closed-loop performance, since it affects both the data-based system representation and the control update computed from the online measurements. Recent studies have shown that...</p> </div> <div style="min-height: 200px;" class="carousel-item "> <h5><a href="/handle/20.500.11771/33338">Stochastic Coherence Over Attention Trajectory For Continuous Learning In Video Streams</a></h5> <p>Devising intelligent agents able to live in an environment and learn by observing the surroundings is a longstanding goal of Artificial Intelligence. From a bare Machine Learning perspective, challenges arise when the agent is prevented from leveraging large fully-annotated dataset, but rather the interactions with supervisory signals are sparsely distributed over space and time. This paper proposes a novel neural-network-based approach to progressively and autonomously develop pixel-wise rep...</p> </div> <div style="min-height: 200px;" class="carousel-item "> <h5><a href="/handle/20.500.11771/33318">Focus of attention improves information transfer in visual features</a></h5> <p>Unsupervised learning from continuous visual streams is a challenging problem that cannot be naturally and efficiently managed in the classic batch-mode setting of computation. The information stream must be carefully processed accordingly to an appropriate spatio-temporal distribution of the visual data, while most approaches of learning commonly assume uniform probability density. In this paper we focus on unsupervised learning for transferring visual information in a truly online setting b...</p> </div> </div> <button class="carousel-control-prev" type="button" data-bs-target="#recentSubmissionCarousel" data-bs-slide="prev"> <span class="carousel-control-prev-icon" aria-hidden="true"></span> <span class="visually-hidden">precedente</span> </button> <button class="carousel-control-next" type="button" data-bs-target="#recentSubmissionCarousel" data-bs-slide="next"> <span class="carousel-control-next-icon" aria-hidden="true"></span> <span class="visually-hidden">successivo</span> </button> </div> </div> </div> <div class="card card-body facet col-lg-4 mt-2"> <h5>DEPOSITING</h5> <h6> <ul> <li><a href="https://www.imtlucca.it/files/library/guides/iris-oa-brief-presentation.pdf" target="_blank">IRIS and the Open Access Policy - Brief presentation</a></li> <li><a href="https://www.imtlucca.it/files/library/guides/oa-toolkit.pdf" target="_blank">IOpen Access files - A toolkit</a></li> </ul> </h6> <h5>OPEN ACCESS</h5> <h6> <ul> <li><a href="https://www.imtlucca.it/files/administration/regulations/regolamento-policy-open-access-imtlib.pdf" target="_blank">IMT Policy on Open Access to Scientific Literature (in Italian)</a></li> <li><a href="http://library.imtlucca.it/en/about-open-access" target="_blank">About Open Access</a></li> <li><a href="https://www.imtlucca.it/files/library/guides/oa-and-its-benefits.pdf">Open Access and its benefits (a poster)</a></li> </ul> </h6></div> <div id="facetPageTitle" class="col-lg-12 mt-3"> <h5 class="d-flex align-items-center">Scopri<span class="ms-2 flex-fill card-header-line"/></h5> </div> <div id="facet_typeFull" class="col-lg-3"> <div class="mt-5 card"> <div class="card-header bg-white text-primary"> <div class="text-center"> <div class="card-header-with-dot"> <span class="card-header-dot"> <i class="fas fa-font"></i> </span> </div> <h5 class="mb-1">Tipologia</h5> </div> </div> <ul class="list-group 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