Works in Machine Learning & Knowledge Extraction, 2024, Vol 6, Issue 3

Results: 40

A Multi-Objective Framework for Balancing Fairness and Accuracy in Debiasing Machine Learning Models.

Published in:

Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 2130, doi. 10.3390/make6030105

By:

Nagpal, Rashmi;
Khan, Ariba;
Borkar, Mihir;
Gupta, Amar

Publication type:

Article

Efficient Visual-Aware Fashion Recommendation Using Compressed Node Features and Graph-Based Learning.

Published in:

Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 2111, doi. 10.3390/make6030104

By:

Malhi, Umar Subhan;
Zhou, Junfeng;
Rasool, Abdur;
Siddeeq, Shahbaz

Publication type:

Article

Show Me Once: A Transformer-Based Approach for an Assisted-Driving System.

Published in:

Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 2096, doi. 10.3390/make6030103

By:

Pacini, Federico;
Dini, Pierpaolo;
Fanucci, Luca

Publication type:

Article

A Data Science and Sports Analytics Approach to Decode Clutch Dynamics in the Last Minutes of NBA Games.

Published in:

Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 2074, doi. 10.3390/make6030102

By:

Sarlis, Vangelis;
Gerakas, Dimitrios;
Tjortjis, Christos

Publication type:

Article

A Novel Integration of Data-Driven Rule Generation and Computational Argumentation for Enhanced Explainable AI.

Published in:

Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 2049, doi. 10.3390/make6030101

By:

Rizzo, Lucas;
Verda, Damiano;
Berretta, Serena;
Longo, Luca

Publication type:

Article

Graph Convolutional Networks for Predicting Cancer Outcomes and Stage: A Focus on cGAS-STING Pathway Activation.

Published in:

Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 2033, doi. 10.3390/make6030100

By:

Sokač, Mateo;
Skračić, Borna;
Kučak, Danijel;
Mršić, Leo

Publication type:

Article

Correlating Histopathological Microscopic Images of Creutzfeldt–Jakob Disease with Clinical Typology Using Graph Theory and Artificial Intelligence.

Published in:

Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 2018, doi. 10.3390/make6030099

By:

Martínez, Carlos;
Teijeira, Susana;
Domínguez, Patricia;
Campanioni, Silvia;
Busto, Laura;
González-Nóvoa, José A.;
Alonso, Jacobo;
Poveda, Eva;
San Millán, Beatriz;
Veiga, César

Publication type:

Article

Tertiary Review on Explainable Artificial Intelligence: Where Do We Stand?

Published in:

Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1997, doi. 10.3390/make6030098

By:

van Mourik, Frank;
Jutte, Annemarie;
Berendse, Stijn E.;
Bukhsh, Faiza A.;
Ahmed, Faizan

Publication type:

Article

Black Box Adversarial Reprogramming for Time Series Feature Classification in Ball Bearings' Remaining Useful Life Classification.

Published in:

Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1969, doi. 10.3390/make6030097

By:

Bott, Alexander;
Schreyer, Felix;
Puchta, Alexander;
Fleischer, Jürgen

Publication type:

Article

Assessing Fine-Tuned NER Models with Limited Data in French: Automating Detection of New Technologies, Technological Domains, and Startup Names in Renewable Energy.

Published in:

Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1953, doi. 10.3390/make6030096

By:

MacLean, Connor;
Cavallucci, Denis

Publication type:

Article

Enhanced Graph Representation Convolution: Effective Inferring Gene Regulatory Network Using Graph Convolution Network with Self-Attention Graph Pooling Layer.

Published in:

Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1818, doi. 10.3390/make6030089

By:

Alawad, Duaa Mohammad;
Katebi, Ataur;
Hoque, Md Tamjidul

Publication type:

Article

Forecasting the Right Crop Nutrients for Specific Crops Based on Collected Data Using an Artificial Neural Network (ANN).

Published in:

Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1936, doi. 10.3390/make6030095

By:

Amertet, Sairoel;
Gebresenbet, Girma

Publication type:

Article

Visual Reasoning and Multi-Agent Approach in Multimodal Large Language Models (MLLMs): Solving TSP and mTSP Combinatorial Challenges.

Published in:

Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1894, doi. 10.3390/make6030093

By:

Elhenawy, Mohammed;
Abutahoun, Ahmad;
Alhadidi, Taqwa I.;
Jaber, Ahmed;
Ashqar, Huthaifa I.;
Jaradat, Shadi;
Abdelhay, Ahmed;
Glaser, Sebastien;
Rakotonirainy, Andry

Publication type:

Article

Balancing Results from AI-Based Geostatistics versus Fuzzy Inference by Game Theory Bargaining to Improve a Groundwater Monitoring Network.

Published in:

Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1871, doi. 10.3390/make6030092

By:

Hashemi, Masoumeh;
Peralta, Richard C.;
Yost, Matt

Publication type:

Article

Accuracy Improvement of Debonding Damage Detection Technology in Composite Blade Joints for 20 kW Class Wind Turbine.

Published in:

Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1857, doi. 10.3390/make6030091

By:

Kim, Hakgeun;
Kim, Hyeongjin;
Kang, Kiweon

Publication type:

Article

A Parallel Approach to Enhance the Performance of Supervised Machine Learning Realized in a Multicore Environment.

Published in:

Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1840, doi. 10.3390/make6030090

By:

Ghimire, Ashutosh;
Amsaad, Fathi

Publication type:

Article

Optimal Knowledge Distillation through Non-Heuristic Control of Dark Knowledge †.

Published in:

Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1921, doi. 10.3390/make6030094

By:

Onchis, Darian;
Istin, Codruta;
Samuila, Ioan

Publication type:

Article

Learning Optimal Dynamic Treatment Regime from Observational Clinical Data through Reinforcement Learning.

Published in:

Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1798, doi. 10.3390/make6030088

By:

Abebe, Seyum;
Poli, Irene;
Jones, Roger D.;
Slanzi, Debora

Publication type:

Article

Insights from Augmented Data Integration and Strong Regularization in Drug Synergy Prediction with SynerGNet.

Published in:

Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1782, doi. 10.3390/make6030087

By:

Liu, Mengmeng;
Srivastava, Gopal;
Ramanujam, J.;
Brylinski, Michal

Publication type:

Article

Diverse Machine Learning for Forecasting Goal-Scoring Likelihood in Elite Football Leagues.

Published in:

Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1762, doi. 10.3390/make6030086

By:

Markopoulou, Christina;
Papageorgiou, George;
Tjortjis, Christos

Publication type:

Article

Towards AI Dashboards in Financial Services: Design and Implementation of an AI Development Dashboard for Credit Assessment.

Published in:

Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1720, doi. 10.3390/make6030085

By:

Pamuk, Mustafa;
Schumann, Matthias

Publication type:

Article

Assessing the Value of Transfer Learning Metrics for Radio Frequency Domain Adaptation.

Published in:

Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1699, doi. 10.3390/make6030084

By:

Wong, Lauren J.;
Muller, Braeden P.;
McPherson, Sean;
Michaels, Alan J.

Publication type:

Article

Enhancing Visitor Forecasting with Target-Concatenated Autoencoder and Ensemble Learning.

Published in:

Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1673, doi. 10.3390/make6030083

By:

Chang, Ray-I;
Tsai, Chih-Yung;
Chang, Yu-Wei

Publication type:

Article

Reply to Damaševičius, R. Comment on "Novozhilova et al. More Capable, Less Benevolent: Trust Perceptions of AI Systems across Societal Contexts. Mach. Learn. Knowl. Extr. 2024, 6 , 342–366".

Published in:

Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1670, doi. 10.3390/make6030082

By:

Novozhilova, Ekaterina;
Mays, Kate;
Paik, Sejin;
Katz, James

Publication type:

Article

Comment on Novozhilova et al. More Capable, Less Benevolent: Trust Perceptions of AI Systems across Societal Contexts. Mach. Learn. Knowl. Extr. 2024, 6 , 342–366.

Published in:

2024

By:

Damaševičius, Robertas

Publication type:

Letter

Global and Local Interpretable Machine Learning Allow Early Prediction of Unscheduled Hospital Readmission.

Published in:

Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1653, doi. 10.3390/make6030080

By:

Ruiz de San Martín, Rafael;
Morales-Hernández, Catalina;
Barberá, Carmen;
Martínez-Cortés, Carlos;
Banegas-Luna, Antonio Jesús;
Segura-Méndez, Francisco José;
Pérez-Sánchez, Horacio;
Morales-Moreno, Isabel;
Hernández-Morante, Juan José

Publication type:

Article

Extending Multi-Output Methods for Long-Term Aboveground Biomass Time Series Forecasting Using Convolutional Neural Networks.

Published in:

Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1633, doi. 10.3390/make6030079

By:

Noa-Yarasca, Efrain;
Osorio Leyton, Javier M.;
Angerer, Jay P.

Publication type:

Article

Examining the Global Patent Landscape of Artificial Intelligence-Driven Solutions for COVID-19.

Published in:

Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1619, doi. 10.3390/make6030078

By:

Mota, Fabio;
Braga, Luiza Amara Maciel;
Cabral, Bernardo Pereira;
Ferreira, Natiele Carla da Silva;
Pinto, Cláudio Damasceno;
Coelho, José Aguiar;
Alves, Luiz Anastacio

Publication type:

Article

Learning Effective Good Variables from Physical Data.

Published in:

Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1597, doi. 10.3390/make6030077

By:

Barletta, Giulio;
Trezza, Giovanni;
Chiavazzo, Eliodoro

Publication type:

Article

Deep Learning-Powered Optical Microscopy for Steel Research.

Published in:

Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1579, doi. 10.3390/make6030076

By:

Mikmeková, Šárka;
Zouhar, Martin;
Čermák, Jan;
Ambrož, Ondřej;
Jozefovič, Patrik;
Konvalina, Ivo;
Materna Mikmeková, Eliška;
Materna, Jiří

Publication type:

Article

Climate Change and Soil Health: Explainable Artificial Intelligence Reveals Microbiome Response to Warming.

Published in:

Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1564, doi. 10.3390/make6030075

By:

Novielli, Pierfrancesco;
Magarelli, Michele;
Romano, Donato;
de Trizio, Lorenzo;
Di Bitonto, Pierpaolo;
Monaco, Alfonso;
Amoroso, Nicola;
Stellacci, Anna Maria;
Zoani, Claudia;
Bellotti, Roberto;
Tangaro, Sabina

Publication type:

Article

Navigating the Multimodal Landscape: A Review on Integration of Text and Image Data in Machine Learning Architectures.

Published in:

Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1545, doi. 10.3390/make6030074

By:

Binte Rashid, Maisha;
Rahaman, Md Shahidur;
Rivas, Pablo

Publication type:

Article

Evaluation Metrics for Generative Models: An Empirical Study.

Published in:

Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1531, doi. 10.3390/make6030073

By:

Betzalel, Eyal;
Penso, Coby;
Fetaya, Ethan

Publication type:

Article

Learning Experiences and Didactic Needs of German Healthcare Professions: A Focus Group Study for the Design of Personalized Interprofessional Further Education in Dementia Healthcare.

Published in:

Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1510, doi. 10.3390/make6030072

By:

Stelter, Marie;
Malek, Manuela;
Halek, Margareta;
Ehlers, Jan;
Nitsche, Julia

Publication type:

Article

A Cognitive Load Theory (CLT) Analysis of Machine Learning Explainability, Transparency, Interpretability, and Shared Interpretability.

Published in:

Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1494, doi. 10.3390/make6030071

By:

Fox, Stephen;
Rey, Vitor Fortes

Publication type:

Article

Enhancing Computation-Efficiency of Deep Neural Network Processing on Edge Devices through Serial/Parallel Systolic Computing.

Published in:

Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1484, doi. 10.3390/make6030070

By:

Moghaddasi, Iraj;
Nam, Byeong-Gyu

Publication type:

Article

Motor PHM on Edge Computing with Anomaly Detection and Fault Severity Estimation through Compressed Data Using PCA and Autoencoder.

Published in:

Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1466, doi. 10.3390/make6030069

By:

Choi, Jong Hyun;
Jang, Sung Kyu;
Cho, Woon Hyung;
Moon, Seokbae;
Kim, Hyeongkeun

Publication type:

Article

Using Segmentation to Boost Classification Performance and Explainability in CapsNets.

Published in:

Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1439, doi. 10.3390/make6030068

By:

Vranay, Dominik;
Hliboký, Maroš;
Kovács, László;
Sinčák, Peter

Publication type:

Article

Using Deep Q-Learning to Dynamically Toggle between Push/Pull Actions in Computational Trust Mechanisms.

Published in:

Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1413, doi. 10.3390/make6030067

By:

Lygizou, Zoi;
Kalles, Dimitris

Publication type:

Article

Prediction of the Behaviour from Discharge Points for Solid Waste Management.

Published in:

Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1389, doi. 10.3390/make6030066

By:

De-la-Mata-Moratilla, Sergio;
Gutierrez-Martinez, Jose-Maria;
Castillo-Martinez, Ana;
Caro-Alvaro, Sergio

Publication type:

Article