Search Results - User-centered algorithm

Interactive genetic algorithm for user‐centered design of distributed conservation practices in a watershed: An examination of user preferences in objective space and user behavior by Piemonti, Adriana Debora, Babbar‐Sebens, Meghna, Mukhopadhyay, Snehasis, Kleinberg, Austin

“…Interactive Genetic Algorithms (IGA) are advanced human‐in‐the‐loop optimization methods that enable humans to give feedback, based on their subjective and unquantified preferences and knowledge, during the algorithm's search process…”
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Towards User‐Centered Active Learning Algorithms by Bernard, Jürgen, Zeppelzauer, Matthias, Lehmann, Markus, Müller, Martin, Sedlmair, Michael

“…The labeling of data sets is a time‐consuming task, which is, however, an important prerequisite for machine learning and visual analytics. Visual‐interactive…”
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A Predictive Two-Stage User-Centered Algorithm for Smart Charging of Plug-In Electric Vehicles Considering the State of Health of the Battery by Razi, Reza, Hajar, Khaled, Hably, Ahmad, Gholami, Mehrdad, Bacha, Seddik, Mehrasa, Majid, Labonne, Antoine, Turker, Harun

“…This article presents a novel user-centered smart charging algorithm that follows different energy management scenarios for plug-in electric vehicles (PEVs…”
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How do users interact with algorithm recommender systems? The interaction of users, algorithms, and performance by Shin, Donghee

“…Although algorithms have been widely used to deliver useful applications and services, it is unclear how users actually experience and interact with algorithm-driven services…”
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Development of a System for Predicting Hospitalization Time for Patients With Traumatic Brain Injury Based on Machine Learning Algorithms: User-Centered Design Case Study by Zhou, Huan, Fang, Cheng, Pan, Yifeng

“… However, machine learning-based algorithms and the use of a large amount of data accumulated in the clinic in the past can predict the hospitalization time of patients with brain injury in advance…”
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Stop ordering machine learning algorithms by their explainability! A user-centered investigation of performance and explainability by Herm, Lukas-Valentin, Heinrich, Kai, Wanner, Jonas, Janiesch, Christian

“…Machine learning algorithms enable advanced decision making in contemporary intelligent systems…”
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Constructing a User-Centered Fake News Detection Model by Using Classification Algorithms in Machine Learning Techniques (Jan 2023) by Park, Minjung, Chai, Sangmi

“…As fake news spreads rapidly in social media, attempts to develop detection technology to automatically identify fake news are actively being developed,…”
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A user-centered approach to evolutionary algorithms and their use in industry by Vincalek, Jakub, Walton, Sean, Evans, Ben

“…The key contribution of this article to the domain of engineering optimisation is establishing best practices with respect to the development of evolutionary algorithms in the context of design engineering…”
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Beyond Algorithms: A User-Centered Evaluation of a Feature Recommender System in Requirements Engineering by Lasisi, Oluwatobi

“… As in other application areas of recommender systems (RS), many studies have focused on the algorithms…”
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Aesthetic evolutionary algorithm for fractal-based user-centered jewelry design by Wannarumon, Somlak, Bohez, Erik L.J., Annanon, Kittinan

“…This paper proposes an aesthetic-driven evolutionary algorithm for user-centered design…”
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Elevating User-Centered Design with AI: A Comprehensive Exploration using the AI-UCD Algorithm Framework by Siricharoien, Waralak Vongdoiwang

“…This paper presents a comprehensive exploration of the synergistic relationship between User-Centered Design (UCD…”
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Is Your Time Well Spent Online?: Focusing on Quality Experiences Through a User-Centered Recommendation Algorithm and Simulation Model by Islambouli, Rania, Ingram, Sandy, Gillet, Denis

“…Spending an uncontrolled quantity and quality of time on digital news and social media platforms can negatively influence mental health and decrease cognitive…”
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User-centered design by genetic algorithms: Application to brass musical instrument optimization by Poirson, Emilie, Dépincé, Philippe, Petiot, Jean-François

“…This work presents an implementation of genetic algorithms (GAs) for a user-centered design of products…”
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A Smartphone-Based Pain Management App for Adolescents With Cancer: Establishing System Requirements and a Pain Care Algorithm Based on Literature Review, Interviews, and Consensus by Jibb, Lindsay A, Stevens, Bonnie J, Nathan, Paul C, Seto, Emily, Cafazzo, Joseph A, Stinson, Jennifer N

“… To ensure the best possible pain management advice is given, evidence-based and expert-vetted care algorithms and system design features, which are designed using user-centered methods, are required…”
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Stop ordering machine learning algorithms by their explainability! A user-centered investigation of performance and explainability by Lukas-Valentin Herm, Heinrich, Kai, Wanner, Jonas, Janiesch, Christian

“…Machine learning algorithms enable advanced decision making in contemporary intelligent systems…”
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Improving Understanding of Data Structures for the Blind with Tactile Media and a User-Centered Iterative Approach by Crockett, April R., Gannod, Gerald C.

“…This Innovative Practice Full Paper addresses the challenges of teaching data structures and algorithms to blind students using tactile media and a user-centered approach…”
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Leveraging Latent Dirichlet Allocation for Feature Extraction in User Comments: Enhancements to User-Centered Design in Indonesian Financial Technology by Widiantoro, Albertus Dwiyoga, Mustafid, Mustafid, Sanjaya, Ridwan

“… and developers of FinTech applications. This study employs Latent Dirichlet Allocation (LDA) algorithm, an intelligent probabilistic model, to discern and extract underlying topics within narratives found in user comments on FinTech platforms…”
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Why am I seeing this? Deconstructing algorithm literacy through the lens of users by Shin, Donghee, Rasul, Azmat, Fotiadis, Anestis

“…PurposeAs algorithms permeate nearly every aspect of digital life, artificial intelligence (AI…”
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User-Centered Design on Metacognitive Training System: A Case in Algorithm and Data Structure Course by Hidayah, I., Adji, T.B., Setiawan, N.A., Fauziati, S., Hartanto, R., Gumilang, M. A.

“…). Previously, we develop an MTS to support algorithm-learning. However, the approach tends to be technology-centered, thus, producing low usability score…”
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A Clinical Decision Support System for Sleep Staging Tasks With Explanations From Artificial Intelligence: User-Centered Design and Evaluation Study by Hwang, Jeonghwan, Lee, Taeheon, Lee, Honggu, Byun, Seonjeong

“…). However, from the perspective of clinical practitioners, the lack of clinical interpretability and user-centered interfaces hinders the adoption of these AI systems in practice…”
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