PROBABILITY ASSESSMENT OF RECTAL TUMOR PRESENCE USING CLASSICAL MACHINE LEARNING ALGORITHMS
The aim of this study was to investigate the application of classical machine learning algorithms for the detection of rectal tumors on computed tomography (CT) images of patients following neoadjuvant chemoradiotherapy. The study included 138 patients, of whom 136 had a confirmed tumor, while two subjects with a healthy rectum were included to bal...
By Edib Dobardzic, Ivana Mišković, Mirjana Sarvan, Mladen Marinković, Aleksandra Bibić
MATHEMATICS FOR ROBOTICS AND ARTIFICIAL INTELLIGENCE
This paper will consider how mathematics helps in the development of robotics and artificial intelligence. The purpose of the paper is for each reader to see for himself that mathematics can be useful and interesting, especially when applied in technology. The paper contains 3 simple and interesting tasks with the application of mathematics in robo...
By Tatjana Stanivuk, Goran Kovačević
PHYSICOCHEMICAL AND SENSORY CHARACTERIZATION OF HONEY AND ITS ADULTERANTS
The honey market in Bosnia and Herzegovina faces significant challenges regarding product authenticity and quality control. The lack of a well-regulated inspection system, combined with limited consumer awareness, creates favorable conditions for the distribution of adulterated products. This study examined 25 samples in total: 10 honey samples wit...
By Ana Velemir, Snježana Mandić, Danica Savanović, Aleksandar Savić, Predrag Janković
VERMICOMPOSTING OF RABBIT MANURE FOR SUSTAINABLE ORGANIC WASTE MANAGEMENT AND ENVIRONMENTAL QUALITY IMPROVEMENT
This paper analyzes a model of sustainable organic waste management through the utilization of rabbit manure via vermicomposting. Rabbit manure, consisting of solid and liquid excreta combined with bedding materials (straw, sawdust), is not directly applied to agroecosystems but is biologically transformed using California red worms (Eisenia fetida...
By Milena Milojević, Suzana Knežević, Maja Došenović Marinković, Aleksandra Milošević
ADVANCED IONIC-LIQUID-BASED HYDRAULIC FLUIDS: FROM MOLECULAR DESIGN TO SUSTAINABLE HIGH-PERFORMANCE SYSTEMS
Hydraulic fluids are essential for power transmission, lubrication, cooling and corrosion protection in modern mechanical systems. Although petroleum-based hydraulic oils are still widely used, their flammability, limited thermal stability, environmental persistence and dependence on complex additive packages motivate the search for safer and more ...
By Milan Vraneš, Andrija Vukov, Teona Teodora Borović, Jovana Selak, Snežana Papović, Sara Klimenta
ANION-DRIVEN DESIGN OF IMIDAZOLIUM-BASED IONIC LIQUIDS: INTEGRATING PHYSICOCHEMICAL PROFILING, IONICITY ANALYSIS, DFT/ADMET MODELING AND ANTIMICROBIAL PERFORMANCE
Ionic liquids represent a highly tunable class of compounds whose physicochemical and biological properties can be modified through rational selection of cations and anions. In this study, three imidazolium-based ionic liquids containing oxychlorine anions were synthesized and characterized: 1-butyl-3-methylimidazolium chlorite, chlorate and perchl...
By Sara Klimenta, Andrija Vukov, Teona Teodora Borović, Jovana Selak, Snežana Papović, Milan Vraneš
CRISIS MANAGEMENT AND BUSINESS CONTINUITY IN CONDITIONS OF GLOBAL INSTABILITY
The subject of this paper is the examination of the correlation between crisis management strategies and the preservation of business continuity in the context of contemporary asymmetric global threats. In the era of “polycrisis,” characterized by the simultaneous impact of geopolitical tensions, hybrid threats, and climate change, trad...
By Ognjen Bakmaz, Predrag Obrenović
ATTITUDE TOWARDS DREAMS AS AN EXPRESSION OF THE SUBJECTIVE RELATION TO THE UNCONSCIOUS
Dreams occupy a central place in classical psychoanalytic theories, where they are seen as meaningful expressions of unconscious psychic processes. In the Freudian and Jungian theoretical tradition, dreams are viewed as an important source of insight into the inner psychic dynamics of an individual, whereby their interpretation and integration are ...
By Branka Blagojević Janković, Darjana Sredić
DESIGN METHODOLOGY FOR FUZZY LOGIC CONTROLLERS
The paper presents an insight into the mathematical basis of fuzzy linguistic modeling and discusses the sensitivity of fuzzy rule-based systems with respect to membership function parameters, rule structure, and inference mechanisms. Examples with different inference models are analyzed and compared in order to illustrate their influence on the be...
By Nada Damljanović, Vucelja Lekić, Katarina Pavlović, Mladen Janjić
IT MIGHT BE A PRECURSOR TO SOME RANDOM ENVIRONMENT INAR MODELS
The subject of this paper is a combined integer-valued autoregressive time series model with both positive and negative values, constructed by means of a new thinning operator. The proposed model can be regarded as a precursor of random environment integer-valued INAR models with state space on the entire set , providing a flexible framework for mo...
By Miodrag Đorđević