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

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

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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)

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)

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)

Adaptive Intelligent Deep Learning Based Online English Teaching System for College

Συγγραφείς: Zhou, Xiang, Xiao, Yang, Peng, Ke

Πηγή: 2026 3rd International Conference on Integrated Intelligence and Communication Systems (ICIICS) Integrated Intelligence and Communication Systems (ICIICS), 2026 3rd International Conference on. :1-6 Jun, 2026

Relation: 2026 3rd International Conference on Integrated Intelligence and Communication Systems (ICIICS)

Sentiment Analysis for Online Communication Platforms Using Bi -LSTM with Self Gated Attention

Συγγραφείς: Yarava, Anusha Reddy, Khemka, Sunil, Jadhav, Sushant Suresh, S, Jothilakshmi, Tiwari, Arpan

Πηγή: 2026 3rd International Conference on Integrated Intelligence and Communication Systems (ICIICS) Integrated Intelligence and Communication Systems (ICIICS), 2026 3rd International Conference on. :1-5 Jun, 2026

Relation: 2026 3rd International Conference on Integrated Intelligence and Communication Systems (ICIICS)

E-Commerce Personalized Recommendations Using Temporal Attention Based Deep Neural Collaborative Filtering

Συγγραφείς: Sanku, Rajanikanth, Kolla, Siva Hemanth, Subashini, S. M. C., Girish, P., E, Vanitha.

Πηγή: 2026 3rd International Conference on Integrated Intelligence and Communication Systems (ICIICS) Integrated Intelligence and Communication Systems (ICIICS), 2026 3rd International Conference on. :1-6 Jun, 2026

Relation: 2026 3rd International Conference on Integrated Intelligence and Communication Systems (ICIICS)

Adversarial Training Dense Retrieval Model for Large-Scale Corpora

Συγγραφείς: Dong, Kun

Πηγή: 2026 3rd International Conference on Integrated Intelligence and Communication Systems (ICIICS) Integrated Intelligence and Communication Systems (ICIICS), 2026 3rd International Conference on. :1-6 Jun, 2026

Relation: 2026 3rd International Conference on Integrated Intelligence and Communication Systems (ICIICS)

Online Teaching of Chinese Language Course Teaching Development Using Temporal Convolutional - Gated Linear Unit

Συγγραφείς: Qu, Moxi

Πηγή: 2026 3rd International Conference on Integrated Intelligence and Communication Systems (ICIICS) Integrated Intelligence and Communication Systems (ICIICS), 2026 3rd International Conference on. :1-5 Jun, 2026

Relation: 2026 3rd International Conference on Integrated Intelligence and Communication Systems (ICIICS)

Adaptative Intrusion Detection for Communication Network Using Node Centric Pruning-Graph Attention Network

Συγγραφείς: Rajeswari, P., Neeraj, Kumar, Banerjee, Debrath, Singh, Pavitar, Jayaprakash, D.

Πηγή: 2026 3rd International Conference on Integrated Intelligence and Communication Systems (ICIICS) Integrated Intelligence and Communication Systems (ICIICS), 2026 3rd International Conference on. :1-6 Jun, 2026

Relation: 2026 3rd International Conference on Integrated Intelligence and Communication Systems (ICIICS)

Evaluating Machine and Deep Learning Models for Stroke Prediction with Class Imbalance Handling

Συγγραφείς: Lila, Stela, Altoka, Zerina, Jukic, Samed, Karlik, Bekir, Kevric, Jasmin

Πηγή: 2026 15th Mediterranean Conference on Embedded Computing (MECO) Embedded Computing (MECO), 2026 15th Mediterranean Conference on. :1-4 Jun, 2026

Relation: 2026 15th Mediterranean Conference on Embedded Computing (MECO)

Data Quality Enhancement Techniques in Big Data Pipelines

Συγγραφείς: Ranjan, Harsh, Syed, Mosaic Basha, Nagpal, Rohit, Bhargav, Neeraj, Muthirevula, Madhusudana Rao, Talluri, Swetha

Πηγή: 2026 International Conference on Data Science for Cyber-Physical Systems Resilience using Advanced Applications (ICDCA) Data Science for Cyber-Physical Systems Resilience using Advanced Applications (ICDCA), 2026 International Conference on. :1-9 Jun, 2026

Relation: 2026 International Conference on Data Science for Cyber-Physical Systems Resilience using Advanced Applications (ICDCA)

Enhancing Cybersecurity: Methods Use Machine Learning to Identify Anomalies in Traffic Network

Συγγραφείς: Syambabu, V., Kalaiselvi, K., Mahil, S. Derisha, S, Hemalatha, V, Purushothaman, Pandi, V. Samuthira

Πηγή: 2026 International Conference on Data Science for Cyber-Physical Systems Resilience using Advanced Applications (ICDCA) Data Science for Cyber-Physical Systems Resilience using Advanced Applications (ICDCA), 2026 International Conference on. :1-6 Jun, 2026

Relation: 2026 International Conference on Data Science for Cyber-Physical Systems Resilience using Advanced Applications (ICDCA)

Automatic Color Identification System Using Optical Prototype and Artificial Intelligence

Συγγραφείς: Figura, Gustavo, Mathias, Luis Carlos, Abrao, Taufik

Πηγή: 2026 International Wireless Communications and Mobile Computing (IWCMC) Wireless Communications and Mobile Computing (IWCMC), 2026 International. :1586-1591 Jun, 2026

Relation: 2026 International Wireless Communications and Mobile Computing (IWCMC)

Robust Detection of Miniature and Dense Probe Marks via Multi-Strategy Preprocessing and Cross-Scale Feature Aggregation

Συγγραφείς: Xu, Yao, Li, Songbin, Zhang, Xuyan, Jiang, Dan, Cui, Rongning, Zhang, Jiayan, Gao, Min

Πηγή: 2026 3rd International Conference on Electronic Engineering and Information Systems (EEISS) Electronic Engineering and Information Systems (EEISS), 2026 3rd International Conference on. :1-6 Apr, 2026

Relation: 2026 3rd International Conference on Electronic Engineering and Information Systems (EEISS)

AI-Driven Predictive Modeling and Machine Learning Framework for Classification of Fetal Health Conditions

Συγγραφείς: L, Oormila, V, Nandhitha, P, Sakthi Bhavani

Πηγή: 2026 Second International Conference on Multi-Agent Systems for Collaborative Intelligence (ICMSCI) Multi-Agent Systems for Collaborative Intelligence (ICMSCI), 2026 Second International Conference on. :557-561 Mar, 2026

Relation: 2026 Second International Conference on Multi-Agent Systems for Collaborative Intelligence (ICMSCI)