Predavanja možete pratiti i online putem MITEAM stranice Seminara za računarstvo i primenjenu matematiku:
https://miteam.mi.sanu.ac.rs/asset/qGapAHyEBad2FDwXR
PLAN RADA SEMINARA ZA APRIL 2026. GODINE
Utorak, 07.04.2026. u 14:15, Knez Mihailova 36, sala 301f i
Online
Goce Trajčevski, Department of Electrical and Computer Engineering, Iowa State University, USA
MOBILITY AND AI IN MOLECULAR DYNAMICS
Evolving molecular systems are at the heart of multiple challenges across chemistry, biology, biophysics, materials science, etc. These systems consist of large numbers of atoms belonging to interacting molecules, whose collective dynamics govern critical phenomena such as drug discovery, protein folding, and drug–target interactions. Due to cost and safety constraints associated with physical experimentation, particularly in early-stage exploration, Molecular Dynamics Simulations (MDS) have become an essential computational tool – generating high-resolution spatio-temporal trajectories by simulating atomic motion in three-dimensional space over time. However, MDS outputs massive volumes of spatio-temporal trajectory data, placing severe pressure on storage, query processing, and downstream analysis pipelines. Complementary to these challenges, majority of the analytics works targeting molecular interactions still treat the interacting molecules as static graphs, ignoring the atomic motions.
We postulate that mobility is an inherent component of molecular dynamics and that many of the queries and analytical quests of interest should properly consider it and, with proper adaptation, capitalize on algorithmic findings from the field of Mobile Data Management (MDM). Clearly, is not a straightforward task to adapt the existing MDM results to MDS data and there are unique challenges to be addressed. This talk will present some recent results targeting the specific problem of Hydrogen Bond (HB) formation during chemical reactions. As it turns out, it is not only the formation of an HB bond but also its persistence that is of interest in many applications such as drug discovery. The talk will present two complementary perspective: query processing and deep learning based prediction of HB formation. In addition, we will discuss the global issue of truthfulness in the context of AI use in Molecular Dynamics. The talk will also discuss further challenges and opportunities arising from elevating the mobility to the first-class property of chemical reactions.
Zajednički sastanak sa seminarom Veštačka inteligencija.
Utorak, 14.04.2026. u 14:15, Knez Mihailova 36, sala 301f i
Online
Jesús Medina Moreno, Catedrático de Universidad
FORMAL CONCEPT ANALYSIS, MACHINE LEARNING AND LOGIC
In this talk, we will see how formal concept analysis (FCA) can be a mathematical tool to machine learning and logic. FCA was introduced in the eighties by Rudolf Wille as an application of lattice theory in order to provide a mathematical tool to obtain information from data bases. Different theoretical developments have been investigated to increase its flexibility and applicability. Nowadays, FCA is attracting the attention of numerous researchers around the world.
Zajednički sastanak sa seminarom Veštačka inteligencija.
Utorak, 21.04.2026. u 14:15, Knez Mihailova 36, sala 301f i
Online
Tatjana Stojadinović, ALIMS
DIGITALNA TRANSFORMACIJA PROCESA ALIMS-A KAO DEO EUPRAVE I EZDRAVSTVA
Predavanje prikazuje metodologiju razvoja informacionog sistema baziranog na digitalnoj transformaciji procesa za lekove i medicinska sredstva kao jedan segment razvoja eUprave i eZdravstva Republike Srbije. Novi informacioni sistem za lekove i medicinska sredstva je baziran na eUslugama najvišljeg nivoa sofisticiranosti, integrisan je sa portalom eUprave i servisnom magistralom eZdravstva i omogućava farmaceutskoj industriji elektronsko podnošenje zahteva sa pratećom dokumentacijom, procenu zahteva, dvosmernu interakciju i razmenu informacija, izdavanje dozvola u digitalnom formatu, dostavljanjem istih u eSanduče kompanije. Analiza rezultata ukazuje na efikasnije poslovanje ALIMS-a i privrede, kroz smanjenje troškova, i brže informisanje o kvalitetnim, efikasnim i bezbednim lekovima gradanima Republike Srbije.
Četvrtak, 23.04.2026. u 13:00, Online
Bojana Ćendić, Državni univerzitet u Novom Pazaru
MATHEMATICAL FORMULATION AND VNS OPTIMIZATION FOR COLLABORATIVE LEARNING GROUP FORMATION
In this presentation, a study on a mathematical approach for the formation of four-member collaborative learning groups is presented. Group formation is presented by the mathematical optimization problem. Based on the proposed approach and the variable neighbourhood search (VNS) algorithm, the application that solves the presented problem and provides the appropriate division into groups is created. The proposed approach considers the scores of a pretest, interpersonal relationships, and prosocial behaviour/openness skill of students. In order to validate our approach, an experiment was designed with 108 first-year university students. Experimental and control groups were divided into four-member groups. The experimental group was divided by using the proposed method and the control group by student selection and random selection. Multilevel analysis is used to determine whether there is a significant difference in learning outcomes between the two groups. The experimental results showed that students from the experimental group achieved significantly higher success than the students from the control group. In addition, computational results obtained with the proposed VNS algorithms are compared and verified with the results obtained by random (Monte Carlo) method.
Zajednički sastanak sa seminarom Odlučivanje - teorija, tehnologija, praksa
Utorak, 28.04.2026. u 14:15, Knez Mihailova 36, sala 301f i
Online
Martina Tomičić Furjan, Fakultet organizacije i informatike, Sveučilište u Zagrebu
PROJEKTI KAO ALAT ZA POSTIZANJE MEDUNARODNE VIDLJIVOSTI I INTERDISCIPLINARNE IZVRSNOSTI U AKADEMSKOM OKRUŽENJU
Polazeći od strateških razvojnih ciljeva u području visokog obrazovanja i znanosti, nacionalni i medunarodni projekti mogu značajno doprinijeti snažnijem medunarodnom pozicioniranju fakulteta, razvoju suradnje medu različitim disciplinama, povezivanju s partnerima iz akademskog, javnog i gospodarskog sektora te stvaranju održivih razvojnih inicijativa. U tom je kontekstu važno razumjeti i pratiti cjelovit projektni ciklus, od prepoznavanja prilika i oblikovanja projektne ideje, preko razvoja partnerstava i pripreme projektnih prijava, do uspješne provedbe, praćenja i evaluacije rezultata. Poseban naglasak potrebno je staviti na to kako projektne aktivnosti mogu poduprijeti strateške prioritete institucije, unaprijediti njezinu internacionalizaciju te otvoriti prostor za nove oblike suradnje, mobilnosti, istraživanja i inovacija, ali i kako institucija može doprinijeti motivaciji nastavnika za uključivanjem te im pružiti sveobuhvatnu institucionalnu potporu. Kao primjer dobre prakse bit će predstavljeni projekti DIGITRANS i DECIDE, prikazom aktivnosti, partnerstava i rezultata, ali i novih inicijativa proizašlih iz navedenih projekata
RUKOVODIOCI SEMINARA
MI SANU
Vera Kovačević-Vujčić
Milan Dražić
FON
Zorica Bogdanovic
Marijana Despotovic-Zrakic
IEEE
Bozidar Radenkovic
