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Agent Productivity Modeling in a Call Center Domain Using Attentive Convolutional Neural Networks
Published 2020“…The problem is formulated as a binary classification task using deep learning methods. …”
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Workplace Stress Management using EEG-fNIRS Data Fusion and Binaural Beat Stimulation
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An Optimized Feature Selection Technique in Diversified Natural Scene Text for Classification Using Genetic Algorithm
Published 2021“…In other words, the selection of a qualitative and discriminative set of features, aiming to reduce dimensionality that helps to achieve a successful pattern classification. In this work, we use a biologically inspired genetic algorithm because crossover employed in such algorithm significantly improve the quality of multimodal discriminative set of features and hence improve the classification accuracy for diversified natural scene text images. …”
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Demand Forecasting in Supply Chain Management for Rossmann Stores Using Weather Enhanced Deep Learning Model
Published 2024“…Therefore, it is not specifically a univariate problem but a multivariate problem which have been analyzed in this research. …”
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Assessing the Effects of Music on Anxiety and Performance in Tasks Using Heart Rate Variability and Mean Arterial Pressure
Published 2024“…According to the Anxiety and Depression Association of America, 31% of the population experiences anxiety problems at some point in time. There are more than 18% of people with anxiety disorder in India. …”
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Using Mobile Technology for Coordinating Educational Plans and Supporting Decision Making Through Reinforcement Learning in Inclusive Settings
Published 2021“…The proposed work presents four significant contributions, namely identifying the key design principles to inform the design of a coordination mobile app for special education, developing and implementing the IEP-Connect mobile app, modelling the selection of a motivator as a Markov Decision Process (MDP), and proposing a Reinforcement Learning (RL) framework to recommend a motivator to be used with students with SEND in a given learning setting. …”
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Improving clinical documentation: automatic inference of ICD-10 codes from patient notes using BERT model
Published 2023“…In order to address the problem, this paper introduces a system to classify the clinical notes to ICD-10 codes. …”
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In vivo testing of novel nitric oxide-releasing nanoparticles for alleviating heart failure using the zebrafish embryo model
Published 2024“…Zebrafish embryos were used as the animal model in this study to determine the effect of SPIONs-loaded NO-RPs on the cardiovascular system. …”
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In vivo testing of novel nitric oxide-releasing nanoparticles for alleviating heart failure using the zebrafish embryo model
Published 2024“…Zebrafish embryos were used as the animal model in this study to determine the effect of SPIONs-loaded NO-RPs on the cardiovascular system. …”
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MACGAN: An All-in-One Image Restoration Under Adverse Conditions Using Multidomain Attention-Based Conditional GAN
Published 2023“…Existing techniques in the literature typically focus on restoring specific degradations using separate models, leading to computational inefficiency. …”
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Augmented arithmetic optimization algorithm using opposite-based learning and lévy flight distribution for global optimization and data clustering
Published 2022“…Math operations inspire the AOA, and it showed significant performance in dealing with different optimization problems. …”
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Teaching New English Vocabulary Items by Using Collocations in English as a Second Language classes at a Private University.
Published 2021“…One of these techniques is to teach words by using collocations.To teach vocabulary by using collocations is regarded as a comparatively new method. …”
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