Upotreba umjetne inteligencije u klasifikaciji analitičkih podataka i prepoznavanju uzoraka ponašanja

undergraduate thesis

• Title (english): Artificial intelligence in classification and pattern recognition of analytical data
• Author: Dorotea Gajdek
• Mentor: Šime Ukić (mentor)
• Committee member: Šime Ukić (predsjednik povjerenstva)
• Committee member: Lidija Furač (član povjerenstva)
• Committee member: Suzana Sopčić (član povjerenstva)
• Granter: University of Zagreb; Faculty of Chemical Engineering and Technology; Zagreb
• Defense date and country: 2016-07-12, Croatia
• Scientific / art field, discipline and subdiscipline: NATURAL SCIENCES; Chemistry; Analytic Chemistry

Abstract

Umjetna inteligencija (AI) je skup metoda kojima uređaji obavljanju inteligentne radnje. Glavni problemi, odnosno ciljevi AI, su: razumijevanje, znanje, planiranje, učenje, komunikacija, percepcija te sposobnost manipuliranja te pomicanja objekata. AI koristi veliki broj alata kao što su: metode matematičke optimizacije, logičko zaključivanje, metode bazirane na vjerojatnosti... Područje AI je interdisciplinarno te uključuje računalne znanosti, matematiku, psihologiju, lingvistiku, neuroznanost, kao i specijalizirane znanosti kao što je umjetna psihologija. U ovom radu fokus je na primjeni AI u analitičkoj kemiji. Primjena AI u analitičkoj kemiji ima dugu povijest, no tek je ubrzani razvoj informatičkih znanosti u zadnjih nekoliko desetljeća povećao intenzitet i raznolikost njene upotrebe i doveo je do razine da je postala uobičajeni alat za modeliranje ili obradu analitičkih podataka.

Abstract (english)

Artificial intelligence (AI) is the intelligence exhibited by machines. The main problems of AI research include: reasoning, knowledge, planning, learning, natural language processing (communication), perception, and the ability to move and manipulate objects. There is large number of tools applied in AI, including mathematical optimization techniques, logic, methods based on probability, and many others. The AI field is interdisciplinary, including computer science, mathematics, psychology, linguistics, neuroscience, as well as other specialized fields such as artificial psychology. In this specific work, the focus will be on AI in analytical chemistry. The application of AI in analytical chemistry has a long history. Yet, the benefits provided by significant development of informatics in recent decades generated diversity of AI applications and significantly increased its importance.

• Keywords: umjetna inteligencija; klasifikacija podataka; prepoznavanje uzoraka ponašanja; analitička kemija
• Keywords (english): artificial intelligence; data classification; pattern recognition; analytical chemistry
• Language: croatian
• URN:NBN: urn:nbn:hr:149:030488
• Study programme: Title: Applied Chemistry - Undergraduate study; specializations in: Environmental chemistry and green technologies, Advanced materials and technologies, Applied organic chemistry; Course: Environmental chemistry and green technologies; Study programme type: university; Study level: undergraduate; Academic / professional title: sveučilišni/a prvostupnik/prvostupnica (baccalaureus/baccalaurea) primijenjene kemije (sveučilišni/a prvostupnik/prvostupnica (baccalaureus/baccalaurea) primijenjene kemije)
• Type of resource: Text
• File origin: Born digital
• Access conditions: Open access
• Created on: 2017-12-07 11:41:48