Program for Tuesday, September 23rd: Talk View

PROGRAM FOR TUESDAY, SEPTEMBER 23RD: TALK VIEW

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View: with abstracts session overview

9:00

9:30

10:00

10:30

11:00

11:30

12:00

12:30

13:00

13:30

14:00

14:30

15:00

15:30

16:00

16:30

17:00

17:30

18:00

18:30

19:00

19:30

09:00-09:50

Explainable Benchmarking of Optimisation Heuristics

Anna Kononova

09:50-10:10 Coffee break

10:10-10:30

Reproducing kernels of Hilbert spaces

Diane Guignard, Olivier Lafitte

10:30-10:50

From Brute Force to Logic: Analyzing Diverse Approaches for Solving Sudoku Puzzles

Ștefan Secrieru, Claudia Iasmina Lazăr, Roxana Andreea Goina

10:50-11:10

A new adaptive neural network schemes for a class of nonlinear systems.

T. Bensidhoum, F. Bouakrif, A. Bengueddoudj, M. Zasadzinski, N. Cherrat

11:10-11:30

Evolutionary scheme for solving nonlinear equations by Newton’s method

Doru Constantin

10:10-10:30

X-RLHF: An Explainable Reinforcement Learning from Human Feedback Framework

George-Cristian Serban

10:30-10:50

Topology Meets Attribution: A Novel Explainability Approach for Transparent Medical Decision Support

Fabian Galiș, Darian Onchis

10:50-11:10

Increasing the training speed with batch size schedulers

George Stoica

11:10-11:30

MathTutor: An AI-Powered Mobile Application for Personalized Learning of Limits in Calculus

Alexandra Stulianec, Alexandra-Emilia Fortiș

10:10-10:30

YMCQ: Reasoning-Enhanced MCQ Generation

Andreea Dutulescu, Stefan Ruseti, Mihai Dascalu

10:30-10:50

[Short Paper] Reaction-Diffusion Applications to Data Dynamic Clustering

Mihail-Cristian Heghea

10:50-11:10

Ethical and Practical Trade-offs in Human Action Recognition Models for Assistive Systems

Doina Chiroiu-Jitianu, Mihai Nan, Irina Georgiana Mocanu

11:10-11:30

Global Anomaly Detection using Feedforward Symmetrical Autoencoder Neuronal Network. Comparison with Other Methods in a Case Study using Real Industrial

Andrei Nicolae, Adrian Korodi

11:30-11:50 Coffee break

11:50-12:10

Evaluating Cybersecurity Risk via Psychometric Analysis and Machine Learning

Adrian Diac, Alin Stefanescu

12:10-12:30

Facial Action Units in Deepfake Video Detection: A Survey and Research Outlook

Andreea Brad, Ciprian Pungila

12:30-12:50

MCP-Orchestrated Multi-Agent System for Automated Disinformation Detection

Alexandru-Andrei Avram, Adrian Groza, Alexandru Lecu

11:50-12:10

Mixed-Integer Programming Models for the Bandwidth Coloring Problem: A Comparative Analysis

Lucian-Constantin Isac, Emanuel Florentin Olariu

12:10-12:30

AI-Powered Issue Classification and Task Prioritization

Patcas Rares-Danut

12:30-12:50

Evolving Boolean Rule-Based Classifiers for Fraud Detection via Genetic Programming

Ramona-Georgiana Albert, George Stoica, Mihaela Elena Breabăn

12:50-13:10

Improving Stock Market Anomaly Detection using Hybrid Genetic Autoencoder

Cozmina Scorobete

11:50-12:10

Deep Learning-Driven Synthetic Aperture Radar Super-Resolution: Producing Complex-Valued High-Resolution SAR Imagery from Sentinel-1 for Mining

Teodora Selea, Mihaela Gheorghe

12:10-12:30

Unsupervised Landslide Detection from InSAR-Derived Time Series Using Change Point Analysis

Ioana-Cristina Igret, Gabriel Iuhasz, Delia Teleagă, Valentin Poncos

12:30-12:50

Analyzing and Forecasting the Evolution of Desertification in Southern Romania using Multispectral

Rares-Bogdan Stefea, Andrei Scoferta, Marc Frincu

12:50-13:10

Towards a Modular MultiGIS Architecture: Motivating Pilots in Drainage Design, Invasive Species Detection, and Heritage

Z. Wu, A. Ancuta, M. Urrutia Aparicio, H. Hochbauer, M. Frincu, M. Imani

13:10-14:00 Lunch

14:00-14:50

Learning stochastic geometry models and Convolutional Neural Networks. Application to multiple object detection in aerospatial data

Josiane Zerubia

14:50-15:10 Coffee break

15:10-15:30

Short proofs without interference

Adrian Rebola Pardo

15:30-15:50

Towards SAT-Based Learning of NNF Networks

Seip, Fürnkranz, Beck, Hofstadler, Pfeiffer, Seidl, Peharz, Szeider

15:50-16:10

Local Memory Requirements in Embedded NUMA Architectures

Vlad Radulescu, Albert Cheng, Stefan Andrei

16:10-16:30

Structuring Definitions in Mathematical Libraries

Alena Gusakov, Stephen Watt, Peter Nelson

16:30-16:50

Hybrid Algorithm of Finite State Machine State Assignment for Power Minimization

Tomasz Grzes

16:50-17:10

Automated generation and retrieval of Control-Flow Graphs in malware binaries via the Ghidra API

Prejban Mircea-George, Ciprian Pungila

15:10-15:30

Battery State-of-Health Prediction using XGBoost Tuned by Modified Metaheuristics

Bulaja, Bacanin, Stoean, Radomirovic, Zeljkovic, Cajic, Jovanovic

15:30-15:50

Applied Metaheuristic Hyperparameter Tuning: Machine Learning in Internet Of Things Cybersecurity

Bacanin, Jovanovic, Zivkovic, Stoean, Zivkovic, Antonijevic, Radomirovic

15:50-16:10

Dynamic Flexible Scheduling with Extended Technical Constraints using Genetic Programming

Mihai Oșan, Flavia Micota

16:10-16:30

Boundary Constraint Handling Methods for Differential Evolution-Based Hyperparameter Optimization

Madalina-Andreea Mitran, Mihai-Lucian Ene

16:30-16:50

Deep Learning Techniques for Processing Fetal First Trimester Ultrasound Videos

Mircea-Andrei Radu

15:10-15:30

Audio Deepfake Detection using MFCC Features and CNNs

Ioana-Victoria Zinveliu, Florica Dolca, Mircea Giurgiu

15:30-15:50

Objective Evaluation of Romanian TTS Systems: Glow-TTS and VITS

Oscar Gal, Mircea Giurgiu

15:50-16:10

Panoptic segmentation techniques

Elena-Claudia Maftei, Otilia Zvoristeanu

16:10-16:30

Feature-Based AI/ML for ECG Artifact Detection: A Comparative Study of Supervised Classifiers

P. Farago, L.-I. Mihăilă, C.-G. Barbura, S. Hintea, B.S. Kirei, A. Fazakas

16:30-16:50

Predictive Patient Scheduling with Random Forests and Agent-Based Coordination

Kristijan Cincar, Todor Ivascu

17:10-17:30 Coffee break

17:30-17:50

Optimized DeepLabV3+ Architecture for Semantic Segmentation

Cristina Cărunta, Călin-Adrian Popa

17:50-18:10

Salivary ferning segmentation with a lightweight CNN

Ditmár Mate, Lehel Csató

18:10-18:30

Precision Matters: Comparing Deep Models for Visual Marker Detection on Eyewear-Mounted Calibration

Adrian-Pavel Măduța

18:30-18:50

CrashSplat: 2D to 3D Vehicle Damage Segmentation in Gaussian Splatting

Dragoș-Andrei Chileban, Andrei-Ștefan Bulzan, Cosmin Cernăzanu-Glăvan

18:50-19:10

Predicting DNA toehold-mediated strand displacement rate constants using a quantum convolutional neural

Vasile Vancea

17:30-17:50

CLIP-XRad: Learning Multimodal Representations of Chest X-rays through Contrastive Pretraining with Medical Concept

Tudor-Octavian Mihaita

17:50-18:10

Unmasking Emotions: A Robust Facial Recognition Ensemble System

Alexandru Berindeie

18:10-18:30

Enhancing Programming Education through Digital Passports and Gamification: The CodeClub Platform

Alesia Lobont, Alexandra-Emilia Fortis