Odkrivanje gruč sorodnih učnih nalog za izboljšanje napovednih modelov posameznih nalog : doktorska disertacija

Janež, Tadej (author), Bratko, Ivan (mentor), Gams, Matjaž (member of the commission for defense)

• Language: Slovenian
• Keywords: umetna inteligenca, strojno učenje, hkratno učenje več nalog, nadzorovano učenje, Boolove funkcije, avtonomni učeči se agenti, hitrost učenja, binarizacija vrednosti atributov, odločitvena drevesa, računalništvo, disertacije
• Work type: Dissertation
• Typology: 2.08 - Doctoral Dissertation
• Organization: FRI - Faculty of Computer and Information Science
• Place of publishing: Ljubljana
• Publisher: T. Janež
• Year: 2013
• Number of pages: 157 str.
• PID: 20.500.12556/RUL-157742
• UDC: 004.8(043.3)
• COBISS.SI-ID: 10334804
• Publication date in RUL: 26.05.2024

Secondary language

• Language: English
• Title: Discovering clusters of related learning tasks for improving prediction models of individual tasks
• Keywords: artificial intelligence, machine learning, multi-task learning, supervised learning, Boolean functions, autonomous learning agents, learning speed, binarization of attribute values, decision trees, doctoral dissertations, theses