Výsledky vyhľadávania - 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 Autor 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…”
Získať plný text

Towards User‐Centered Active Learning Algorithms Autor 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…”
Získať plný text

A Predictive Two-Stage User-Centered Algorithm for Smart Charging of Plug-In Electric Vehicles Considering the State of Health of the Battery Autor 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…”
Získať plný text

How do users interact with algorithm recommender systems? The interaction of users, algorithms, and performance Autor 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…”
Získať plný text

Development of a System for Predicting Hospitalization Time for Patients With Traumatic Brain Injury Based on Machine Learning Algorithms: User-Centered Design Case Study Autor 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…”
Získať plný text

Stop ordering machine learning algorithms by their explainability! A user-centered investigation of performance and explainability Autor Herm, Lukas-Valentin, Heinrich, Kai, Wanner, Jonas, Janiesch, Christian

“…Machine learning algorithms enable advanced decision making in contemporary intelligent systems…”
Získať plný text

Constructing a User-Centered Fake News Detection Model by Using Classification Algorithms in Machine Learning Techniques (Jan 2023) Autor 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,…”
Získať plný text

A user-centered approach to evolutionary algorithms and their use in industry Autor 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…”
Získať plný text

Beyond Algorithms: A User-Centered Evaluation of a Feature Recommender System in Requirements Engineering Autor Lasisi, Oluwatobi

“… As in other application areas of recommender systems (RS), many studies have focused on the algorithms…”
Získať plný text

Aesthetic evolutionary algorithm for fractal-based user-centered jewelry design Autor Wannarumon, Somlak, Bohez, Erik L.J., Annanon, Kittinan

“…This paper proposes an aesthetic-driven evolutionary algorithm for user-centered design…”
Získať plný text

Elevating User-Centered Design with AI: A Comprehensive Exploration using the AI-UCD Algorithm Framework Autor Siricharoien, Waralak Vongdoiwang

“…This paper presents a comprehensive exploration of the synergistic relationship between User-Centered Design (UCD…”
Získať plný text

Is Your Time Well Spent Online?: Focusing on Quality Experiences Through a User-Centered Recommendation Algorithm and Simulation Model Autor 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…”
Získať plný text

User-centered design by genetic algorithms: Application to brass musical instrument optimization Autor Poirson, Emilie, Dépincé, Philippe, Petiot, Jean-François

“…This work presents an implementation of genetic algorithms (GAs) for a user-centered design of products…”
Získať plný text

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 Autor 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…”
Získať plný text

Stop ordering machine learning algorithms by their explainability! A user-centered investigation of performance and explainability Autor Lukas-Valentin Herm, Heinrich, Kai, Wanner, Jonas, Janiesch, Christian

“…Machine learning algorithms enable advanced decision making in contemporary intelligent systems…”
Získať plný text

Improving Understanding of Data Structures for the Blind with Tactile Media and a User-Centered Iterative Approach Autor 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…”
Získať plný text

Leveraging Latent Dirichlet Allocation for Feature Extraction in User Comments: Enhancements to User-Centered Design in Indonesian Financial Technology Autor 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…”
Získať plný text

Why am I seeing this? Deconstructing algorithm literacy through the lens of users Autor Shin, Donghee, Rasul, Azmat, Fotiadis, Anestis

“…PurposeAs algorithms permeate nearly every aspect of digital life, artificial intelligence (AI…”
Získať plný text

User-Centered Design on Metacognitive Training System: A Case in Algorithm and Data Structure Course Autor 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…”
Získať plný text

A Clinical Decision Support System for Sleep Staging Tasks With Explanations From Artificial Intelligence: User-Centered Design and Evaluation Study Autor 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…”
Získať plný text