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Learnability for the Information Bottleneck
Entropy, 2019 The Information Bottleneck (IB) method provides an insightful and principled approach for balancing compression and prediction for representation learning. The IB objective I ( X ; Z ) - β I ( Y ; Z ) employs a Lagrange multiplier β
Max Tegmark, Ian Fischer
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A heuristics matrix for evaluating the learnability of safety critical medical systems [PDF]
Computational and Structural Biotechnology JournalThe increasing use of medical devices in non-clinical settings has elevated the importance of learnability, a key aspect of usability, that is defined as how easily users can learn to operate a system.
Jessica Turner +2 more
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An Eye Movement Study in Unconventional Usage of Different Software Tools
Sensors, 2023 One of the main challenges of Human-Computer Interaction is the creation of UIs that enable the use of different systems in an easy and understandable method. The study analyses the student audience who uses software tools differently from the basis.
Jozsef Katona
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Measuring Cognition Load Using Eye-Tracking Parameters Based on Algorithm Description Tools
Sensors, 2022 Writing a computer program is a complex cognitive task, especially for a new person in the field. In this research an eye-tracking system was developed and applied, which allows the observation of eye movement parameters during programming as a complex ...
Jozsef Katona
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Segmentability Differences Between Child-Directed and Adult-Directed Speech: A Systematic Test With an Ecologically Valid Corpus [PDF]
Open Mind, 2019 Previous computational modeling suggests it is much easier to segment words from child-directed speech (CDS) than adult-directed speech (ADS). However, this conclusion is based on data collected in the laboratory, with CDS from play sessions and ADS ...
Alejandrina Cristia +3 more
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Vowel unpredictability in Hijazi Arabic monosyllabic verbs
Glossa, 2020 We study the distribution of vowels in the monosyllabic verbs of Urban Hijazi Arabic, showing that speakers use the presence of a root emphatic consonant to partially predict the quality of stem vowels.
Honaida Ahyad, Michael Becker
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The Credit Problem in parametric stress: A probabilistic approach
Glossa, 2021 In this paper, we introduce a novel domain-general, statistical learning model for P&P grammars: the Expectation Driven Parameter Learner (EDPL). We show that the EDPL provides a mathematically principled solution to the Credit Problem (Dresher 1999). We
Aleksei Ioulevitch Nazarov, Gaja Jarosz
doaj +2 more sources
Usability Evaluation of the Information System Used in Neuroscience Research Centres [PDF]
Journal of Clinical and Diagnostic Research, 2021 Introduction: Information systems are tools for facilitating information management in research centres that improve quality by reducing errors and increasing speed and precision. Accordingly, their usability is of utmost importance.
seyedeh Saeideh Abedini +3 more
doaj +1 more source
Glossa, 2016 Assuming that word-prosodic parameters are organized into a hierarchical tree where certain parameters are embedded under others, this paper proposes the Prosodic Acquisition Path Hypothesis (PAPH).
Öner Özçelik
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South African Journal of Communication Disorders, 2005 Graphic symbols form an important part of most augmentative and alternative communication (AAC) users' communication systems. Studies focusing on the way different graphic symbols are learned and retained are pivotal for a better understanding of the ...
Magdel Basson, Erna Alant
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