Towards effective and interpretable many-objective feature selection in machine learning

Συγγραφείς: Njoku, Uchechukwu Fortune

Συνεισφορές: University/Department: Universitat Politècnica de Catalunya. Departament de Ciències de la Computació

Thesis Advisors: Abelló Gamazo, Alberto, Bilalli, Besim, Bontempi, Gianluca

Πηγή: TDX (Tesis Doctorals en Xarxa)

Θεματικοί όροι: Data Preprocessing, Dimensionality Reduction, Feature Selection, Optimization, Many-objectives, Fairness, Machine Learning, Interpretability, Àrees temàtiques de la UPC::Informàtica, 004 - Informàtica

Περιγραφή αρχείου: application/pdf

Σύνδεσμος πρόσβασης: https://hdl.handle.net/10803/696869
https://dx.doi.org/10.5821/dissertation-2117-456618

An Agentic Multi-Modal Unstructured Data Preprocessing Framework with LLM-Guided Orchestration and Quality-Driven Validation

Συγγραφείς: Silva, Amodhya, Abeywardhana, Lakmini, Arangalla, Amanda, Arachchi, Lavindi Endera, Weerakoon, Nanduni, Hillary, Jeramin Radesh

Πηγή: 2026 18th International Conference on Electronics, Computers and Artificial Intelligence (ECAI) Electronics, Computers and Artificial Intelligence (ECAI), 2026 18th International Conference on. :1-6 Jul, 2026

Relation: 2026 18th International Conference on Electronics, Computers and Artificial Intelligence (ECAI)

Comparative Analysis of Traditional, Machine Learning, and LLM-based Data Preprocessing Methods

Συγγραφείς: Anugu, Vishwatej Reddy, Singla, Jimmy

Πηγή: 2026 7th International Conference on Inventive Research in Computing Applications (ICIRCA) Inventive Research in Computing Applications (ICIRCA), 2026 7th International Conference on. :768-773 Jun, 2026

Relation: 2026 7th International Conference on Inventive Research in Computing Applications (ICIRCA)

A data-driven intelligent decision support framework for process operation management. An application to gas turbine process

Συγγραφείς: Bagherzade Ghazvini, Mina

Συνεισφορές: University/Department: Universitat Politècnica de Catalunya. Departament de Ciències de la Computació

Thesis Advisors: Sànchez-Marrè, Miquel, Angulo Bahón, Cecilio

Πηγή: TDX (Tesis Doctorals en Xarxa)

Θεματικοί όροι: Industrial Process Management, Predictive Maintenance, Operational Data Preprocessing, DataDriven Decision Making, Clustering Techniques, Operational Mode Analysis, Transition Modelling, Machine Learning, Pattern Detection, Gas Turbines., Gestió de Processos Industrials, Manteniment Predictiu, Pre-processament de Dades Operatives, Presa de Decisions Basada en Dades, Tècniques de Clustering, Anàlisi de Mode d’Operació, Modelatge de Transicions, Aprenentatge Automàtic, Detecció de Patrons, Turbines de Gas, Gestión de Procesos Industriales, Mantenimiento Predictivo, Preprocesamiento de Datos de Operación, Toma de Decisiones Basada en Datos, Técnicas de Clustering, Análisis de Modos de Operación, Modelado de Transiciones, Aprendizaje Automático, Detección de Patrones, Turbinas de Gas, Àrees temàtiques de la UPC::Informàtica, Àrees temàtiques de la UPC::Enginyeria mecànica, 004 - Informàtica, 621 - Enginyeria mecànica en general. Tecnologia nuclear. Electrotècnia. Maquinària

Περιγραφή αρχείου: application/pdf

Σύνδεσμος πρόσβασης: http://hdl.handle.net/10803/696109
https://dx.doi.org/10.5821/dissertation-2117-449005

A Hybrid Machine Learning Model for Credit Card Fraud Detection

Συγγραφείς: Kachur, Firdos R., Agarwal, Shivangi, Phadke, Gargi

Πηγή: 2026 9th International Conference on Computing Methodologies and Communication (ICCMC) Computing Methodologies and Communication (ICCMC), 2026 9th International Conference on. :1725-1731 Jul, 2026

Relation: 2026 9th International Conference on Computing Methodologies and Communication (ICCMC)

A Deep Neural Network-based Framework for Smartphone Addiction Prediction using Behavioural Data

Συγγραφείς: Naik, Ravi, Chandana, G. Siri, Yamuna, Tharun, B., Babu, Vishnu, Sree, C. Tanu

Πηγή: 2026 9th International Conference on Computing Methodologies and Communication (ICCMC) Computing Methodologies and Communication (ICCMC), 2026 9th International Conference on. :1508-1514 Jul, 2026

Relation: 2026 9th International Conference on Computing Methodologies and Communication (ICCMC)

A Dynamic and Scalable Encryption Framework with Similarity Awareness for Cloud Data Storage

Συγγραφείς: Mr.D.Vaduganathan, Ms.B.J.Shanmugapriya

Πηγή: 2026 9th International Conference on Computing Methodologies and Communication (ICCMC) Computing Methodologies and Communication (ICCMC), 2026 9th International Conference on. :129-135 Jul, 2026

Relation: 2026 9th International Conference on Computing Methodologies and Communication (ICCMC)

Leveraging Transformer-based Contextual Embedding with Attention Mechanism for Depression Detection on Text-based Behavioral Data

Συγγραφείς: Priyadharshini, P., Janani, V.

Πηγή: 2026 9th International Conference on Computing Methodologies and Communication (ICCMC) Computing Methodologies and Communication (ICCMC), 2026 9th International Conference on. :853-858 Jul, 2026

Relation: 2026 9th International Conference on Computing Methodologies and Communication (ICCMC)

Intelligent Leaf Disease Classification using Deep Convolutional Neural Networks for Sustainable Agriculture

Συγγραφείς: Rohitha, D.P., A.T.Vishaka, Subhashini, K.

Πηγή: 2026 9th International Conference on Computing Methodologies and Communication (ICCMC) Computing Methodologies and Communication (ICCMC), 2026 9th International Conference on. :1254-1259 Jul, 2026

Relation: 2026 9th International Conference on Computing Methodologies and Communication (ICCMC)

Ultra-High Field Inspired Deep Learning Pipelines for 3T and 7T Level Brain MRI Analysis

Συγγραφείς: Patil, Ratnakala, Veerashetty, Sachinkumar

Πηγή: 2026 6th International Conference on Inventive Computation and Information Technologies (ICICIT) Inventive Computation and Information Technologies (ICICIT), 2026 6th International Conference on. :694-700 Jul, 2026

Relation: 2026 6th International Conference on Inventive Computation and Information Technologies (ICICIT)

AI-Driven Adaptive Fraud Detection System for Financial Networks

Συγγραφείς: M, Gokulkannan, S, Santhanayagi, G, Sarulatha, R, Sathya, K, Sri Dharani

Πηγή: 2026 6th International Conference on Inventive Computation and Information Technologies (ICICIT) Inventive Computation and Information Technologies (ICICIT), 2026 6th International Conference on. :1493-1500 Jul, 2026

Relation: 2026 6th International Conference on Inventive Computation and Information Technologies (ICICIT)

Preprocessing Pipeline for IMU-Based Handwriting Analysis in Clinical Settings

Συγγραφείς: Bazarbekov, Ikram, Ipalakova, Madina, Batyrkhanova, Ayaulym, Bekmukhan, Aigerim

Πηγή: 2026 IEEE International Conference on Automatic Control and Intelligent Systems (I2CACIS) Automatic Control and Intelligent Systems (I2CACIS), 2026 IEEE International Conference on. :296-300 Jun, 2026

Relation: 2026 IEEE International Conference on Automatic Control and Intelligent Systems (I2CACIS)

Evaluating the Impact of Image Preprocessing on Deep Learning-Based Fetal Ultrasound Classification Under Class Imbalance

Συγγραφείς: Alam, Mustaqueem, Smaron, J. M. Sadik-Ul Islam, Rahman, Rashedur, Khaled, Md Asif Bin, Islam, Ashraful, Amin, M. Ashraful

Πηγή: 2026 Third International Conference on Innovations in Cybersecurity and Data Science (ICICDS) Innovations in Cybersecurity and Data Science (ICICDS), 2026 Third International Conference on. :128-135 Jun, 2026

Relation: 2026 Third International Conference on Innovations in Cybersecurity and Data Science (ICICDS)

Deep Smartphone-Based Classification of NH+4 and NH-2 Colorimetric Strips: Revisiting the Role of Explicit Green-Border Calibration

Συγγραφείς: Thien, Phuc Nguyen Tran, Quoc, Trung Nguyen, Tran, Thai-Binh, Hoang, Vinh Truong, Trung, Kiet Tran

Πηγή: 2026 23rd International Joint Conference on Computer Science and Software Engineering (JCSSE) Computer Science and Software Engineering (JCSSE), 2026 23rd International Joint Conference on. :847-852 Jun, 2026

Relation: 2026 23rd International Joint Conference on Computer Science and Software Engineering (JCSSE)

ReCache: Cost-Efficient DNN Preprocessing on Edge Servers via Group-Based Data Reuse

Συγγραφείς: Xu, Chang, Niu, Zhixiong, Fang, Juan, Wang, Qian

Πηγή: 2026 IEEE 46th International Conference on Distributed Computing Systems (ICDCS) ICDCS Distributed Computing Systems (ICDCS), 2026 IEEE 46th International Conference on. :283-293 Jun, 2026

Relation: 2026 IEEE 46th International Conference on Distributed Computing Systems (ICDCS)

Traveling Salesman Problem with a preprocessing method for classical and quantum optimization

Συγγραφείς: Ciacco, Alessia, Di Puglia Pugliese, Luigi, Guerriero, Francesca

Πηγή: 2026 IEEE International Conference on Smart Computing Workshops and Other Affiliated events (SmartComp Companion) SMARTCOMP-COMPANION Smart Computing Workshops and Other Affiliated events (SmartComp Companion), 2026 IEEE International Conference on. :114-119 Jun, 2026

Relation: 2026 IEEE International Conference on Smart Computing Workshops and Other Affiliated events (SmartComp Companion)

TileBatch: An Efficient Batching Strategy for Variable-Size Images

Συγγραφείς: Zhang, Chengjiang, Li, Bo, Feng, Yang, Wen, Yiheng, Tao, Ji

Πηγή: 2026 IEEE Intelligent Vehicles Symposium (IV) Intelligent Vehicles Symposium (IV), 2026 IEEE. :881-886 Jun, 2026

Relation: 2026 IEEE Intelligent Vehicles Symposium (IV)

Deep Learning Models for Early Stress and Disease Prediction in Crop Varieties

Συγγραφείς: Sravya, M, Bhavanam, S Nagakishore, Midasala, Vasujadevi, Upadhyay, Rajesh Kumar, Singh, Vinay

Πηγή: 2026 6th International Conference on Intelligent Technologies (CONIT) Intelligent Technologies (CONIT), 2026 6th International Conference on. :1-6 Jun, 2026

Relation: 2026 6th International Conference on Intelligent Technologies (CONIT)

Enhancing Diabetic Retinopathy Detection through Optic Disc-Aware Deep Learning on Retinal Fundus Images

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Πηγή: 2026 5th International Conference on Computer Networks, Big Data and IoT (ICCBI) Computer Networks, Big Data and IoT (ICCBI), 2026 5th International Conference on. :608-614 Jun, 2026

Relation: 2026 5th International Conference on Computer Networks, Big Data and IoT (ICCBI)

Evaluating the Effect of Laplacian of Gaussian Preprocessing on Convolutional Neural Network Performance in Baldness Detection

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Πηγή: 2026 International Conference on Enterprise and Industrial System (ICOEINS) Enterprise and Industrial System (ICOEINS), 2026 International Conference on. :1-9 Jun, 2026

Relation: 2026 International Conference on Enterprise and Industrial System (ICOEINS)