Deep Learning-Based Lumbar Vertebrae Segmentation in MRI Scans

Deep Learning-Based Lumbar Vertebrae Segmentation in MRI Scans. Maria Enache, Andreea-Nicola Moisoiu, Otilia Zvorișteanu. In: Proceedings of the 13th Edition of the International Conference on e-Health and Bioengineering (EHB 2025), November 2025, Iași, România.

ViTXSEG: Vision Transformer for Medical Segmentation via Multi-Explainability Fusion

ViTXSEG: Vision Transformer for Medical Segmentation via Multi-Explainability Fusion. Darian Onchis, Eduard Hogea, Ana Coporan, Adina Magda Florea, Codruta Istin. In: Proceedings of the 33rd ACM International Conference on Multimedia (ACM MM 2025) – International Workshop on Automotive and Medical Multimedia: Bridging the Gap Between Mobility and Healthcare (AMM 2025), October 2025, Dublin, UK.

Exploring Compositionality in Scalar Functions

Exploring Compositionality in Scalar Functions. Andrei-Calin Stanciu; Lehel Csató. In: Proceedings of the 2025 IEEE 21st International Conference on Intelligent Computer Communication and Processing (ICCP 2025), October 2025, Cluj-Napoca, Romania.

Fine-Tuning HateBERT for Hateful Speech Classification

Fine-Tuning HateBERT for Hateful Speech Classification. Victor-Andrei Căbulea, Marian Flămînzanu-Mateiuc, Ștefan-Daniel Achirei. In: Proceedings of the 2025 IEEE 21st International Conference on Intelligent Computer Communication and Processing (ICCP 2025), October 2025, Cluj-Napoca, România.

Predicting Toxicity of Chemicals and Drugs Using Tox21 Dataset (Combining Deep Learning and Explainable AI for Toxicity Prediction of Chemical Compounds)

Predicting Toxicity of Chemicals and Drugs Using Tox21 Dataset (Combining Deep Learning and Explainable AI for Toxicity Prediction of Chemical Compounds). Eduard Popescu, Adrian Groza, Andreea Cernat. In: Proceedings of the IEEE 21st International Conference on Intelligent Computer Communication and Processing (ICCP 2025), October 2025, Cluj-Napoca, Romania.

Prose-to-P4: Leveraging High Level Languages

Prose-to-P4: Leveraging High Level Languages. Mihai Valentin Dumitru, Vlad Andrei Badoiu, Costin Raiciu. In: U.P.B. Scientific Bulletin, Series C, Vol. 87, Iss. 3, September 2025, ISSN: 2286-3540. (Link)

Panoptic segmentation techniques

Panoptic segmentation techniques. Elena-Claudia Maftei, Otilia Zvorișteanu. In: Proceedings of the 2025 IEEE International Workshop on Multimedia Signal Processing 27th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC 2025) – Workshop on Remote Sensing, Computer Vision, and AI for a Sustainable Future (WSAI 2025), September 2025, Timișoara, România.

Reaction-Diffusion Applications to Data Dynamic Clustering

Reaction-Diffusion Applications to Data Dynamic Clustering. Mihail-Cristian Heghea, Silviu-Dumitru Pavăl, Vasile-Ion Manta. In: Proceedings of the 2025 IEEE International Workshop on Multimedia Signal Processing 27th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC 2025) – Workshop on Remote Sensing, Computer Vision, and AI for a Sustainable Future (WSAI 2025), September 2025, Timișoara, România.

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

Towards a Modular MultiGIS Architecture: Motivating Pilots in Drainage Design, Invasive Species Detection, and Heritage Analysis. Zhuoqian Wu, Andrei Ancuta, Maitane Urrutia Aparicio, Helga Hochbauer, Marc Frincu and Maryam Imani. In: Proceedings of 27th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC 2025) – Workshop on Remote Sensing, Computer Vision, and AI for a Sustainable Future (WSAI 2025), September 2025, Timisoara, Romania.

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

Analyzing and Forecasting the Evolution of Desertification in Southern Romania using Multispectral Imagery. Rares-Bogdan Stefea, Andrei Scoferta and Marc Frincu. In: Proceedings of the 27th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC 2025) – Workshop on Remote Sensing, Computer Vision, and AI for a Sustainable Future (WSAI 2025), September 2025, Timisoara, Romania.

Audio Deepfake Detection using MFCC Features and CNNs

Audio Deepfake Detection using MFCC Features and CNNs. Ioana-Victoria Zinveliu, Florica Dolca, Mircea Giurgiu. In: Proceedings of the 27th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC 2025), September 2025, Timisoara, Romania.

LLMic: Building a Romanian Foundation Language Model

LLMic: Building a Romanian Foundation Language Model. Vlad-Andrei Bădoiu, Alexandru M. Gherghescu, Alexandru Agache, Mihai-Valentin Dumitru, Costin Raiciu. In: Proceedings of the 27th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC 2025), September 2025, Timisoara, Romania.

TT-XAI: Trustworthy Clinical Text Explanations via Keyword Distillation and LLM Reasoning

TT-XAI: Trustworthy Clinical Text Explanations via Keyword Distillation and LLM Reasoning. Kristian Miok, Blaz Skrlj, Daniela Zaharie, Marko Robnik-Sikonja. In: Proceedings of the the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2025) – Workshop on Explainable Knowledge Discovery in Data Mining and Unlearning through XAI, September 2025, Porto, Portugalia.

MedFusion-LM: Explainable Large Language Model for Transforming Medical Outcomes in Federated Learning with Neural Architecture Search Blueprints

MedFusion-LM: Explainable Large Language Model for Transforming Medical Outcomes in Federated Learning with Neural Architecture Search Blueprints. D. Babuc, T.-F. Fortis. In: Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2025) – Workshop on Responsible Healthcare using Machine Learning 2025, September 2025, Porto, Portugalia.

Explaining Explanations using Large, Language Models

Explaining Explanations using Large, Language Models. Vlad Lungu, Ştefan Trăuşan-Matu. In: Proceedings of the International Conference on User-System Interaction (ICUSI 2025), September 2025, Iași, Romania.

Analysis of persona assigned LLMs

Analysis of persona assigned LLMs. Ioana-Călina Pascu, Ştefan Trăuşan-Matu. In: Proceedings of the International Conference on User-System Interaction (ICUSI 2025), September 2025, Iași, Romania.

Evaluating Deep Learning Models for Cross-Platform UI Component Detection: A Study Across Web, Desktop, and Mobile Interfaces

Evaluating Deep Learning Models for Cross-Platform UI Component Detection: A Study Across Web, Desktop, and Mobile Interfaces. Mădălina Dicu, Camelia Chira. In: Proceedings of the 29th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES’25), September 2025, Osaka, Japan & KES Virtual Conference Center, DOI: 10.1016/j.procs.2025.09.422.

Assessing Critical Thinking Components in Romanian Secondary School Textbooks: A Data Mining Approach to the ROTEX Corpus

Assessing Critical Thinking Components in Romanian Secondary School Textbooks: A Data Mining Approach to the ROTEX Corpus. Madalina Chitez, Liviu P. Dinu, Marius Micluta-Campeanu, Ana-Maria Bucur and Roxana Rogobete. In: Proceedings of the 20th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2025), August 2025, Vienna, Austria, DOI: 10.18653/v1/2025.bea-1.56.

Deep Learning-Based Lumbar Vertebrae Segmentation in MRI Scans

Deep Learning-Based Lumbar Vertebrae Segmentation in MRI Scans. Maria Enache, Andreea-Nicola Moisoiu, Otilia Zvorișteanu. In: Proceedings of the 13th Edition of the International Conference on e-Health and Bioengineering (EHB 2025), November 2025, Iași, România.

ViTXSEG: Vision Transformer for Medical Segmentation via Multi-Explainability Fusion

ViTXSEG: Vision Transformer for Medical Segmentation via Multi-Explainability Fusion. Darian Onchis, Eduard Hogea, Ana Coporan, Adina Magda Florea, Codruta Istin. In: Proceedings of the 33rd ACM International Conference on Multimedia (ACM MM 2025) – International Workshop on Automotive and Medical Multimedia: Bridging the Gap Between Mobility and Healthcare (AMM 2025), October 2025, Dublin, UK.

Exploring Compositionality in Scalar Functions

Exploring Compositionality in Scalar Functions. Andrei-Calin Stanciu; Lehel Csató. In: Proceedings of the 2025 IEEE 21st International Conference on Intelligent Computer Communication and Processing (ICCP 2025), October 2025, Cluj-Napoca, Romania.

Fine-Tuning HateBERT for Hateful Speech Classification

Fine-Tuning HateBERT for Hateful Speech Classification. Victor-Andrei Căbulea, Marian Flămînzanu-Mateiuc, Ștefan-Daniel Achirei. In: Proceedings of the 2025 IEEE 21st International Conference on Intelligent Computer Communication and Processing (ICCP 2025), October 2025, Cluj-Napoca, România.

Predicting Toxicity of Chemicals and Drugs Using Tox21 Dataset (Combining Deep Learning and Explainable AI for Toxicity Prediction of Chemical Compounds)

Predicting Toxicity of Chemicals and Drugs Using Tox21 Dataset (Combining Deep Learning and Explainable AI for Toxicity Prediction of Chemical Compounds). Eduard Popescu, Adrian Groza, Andreea Cernat. In: Proceedings of the IEEE 21st International Conference on Intelligent Computer Communication and Processing (ICCP 2025), October 2025, Cluj-Napoca, Romania.

Panoptic segmentation techniques

Panoptic segmentation techniques. Elena-Claudia Maftei, Otilia Zvorișteanu. In: Proceedings of the 2025 IEEE International Workshop on Multimedia Signal Processing 27th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC 2025) – Workshop on Remote Sensing, Computer Vision, and AI for a Sustainable Future (WSAI 2025), September 2025, Timișoara, România.

Reaction-Diffusion Applications to Data Dynamic Clustering

Reaction-Diffusion Applications to Data Dynamic Clustering. Mihail-Cristian Heghea, Silviu-Dumitru Pavăl, Vasile-Ion Manta. In: Proceedings of the 2025 IEEE International Workshop on Multimedia Signal Processing 27th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC 2025) – Workshop on Remote Sensing, Computer Vision, and AI for a Sustainable Future (WSAI 2025), September 2025, Timișoara, România.

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

Towards a Modular MultiGIS Architecture: Motivating Pilots in Drainage Design, Invasive Species Detection, and Heritage Analysis. Zhuoqian Wu, Andrei Ancuta, Maitane Urrutia Aparicio, Helga Hochbauer, Marc Frincu and Maryam Imani. In: Proceedings of 27th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC 2025) – Workshop on Remote Sensing, Computer Vision, and AI for a Sustainable Future (WSAI 2025), September 2025, Timisoara, Romania.

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

Analyzing and Forecasting the Evolution of Desertification in Southern Romania using Multispectral Imagery. Rares-Bogdan Stefea, Andrei Scoferta and Marc Frincu. In: Proceedings of the 27th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC 2025) – Workshop on Remote Sensing, Computer Vision, and AI for a Sustainable Future (WSAI 2025), September 2025, Timisoara, Romania.

Audio Deepfake Detection using MFCC Features and CNNs

Audio Deepfake Detection using MFCC Features and CNNs. Ioana-Victoria Zinveliu, Florica Dolca, Mircea Giurgiu. In: Proceedings of the 27th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC 2025), September 2025, Timisoara, Romania.

LLMic: Building a Romanian Foundation Language Model

LLMic: Building a Romanian Foundation Language Model. Vlad-Andrei Bădoiu, Alexandru M. Gherghescu, Alexandru Agache, Mihai-Valentin Dumitru, Costin Raiciu. In: Proceedings of the 27th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC 2025), September 2025, Timisoara, Romania.

TT-XAI: Trustworthy Clinical Text Explanations via Keyword Distillation and LLM Reasoning

TT-XAI: Trustworthy Clinical Text Explanations via Keyword Distillation and LLM Reasoning. Kristian Miok, Blaz Skrlj, Daniela Zaharie, Marko Robnik-Sikonja. In: Proceedings of the the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2025) – Workshop on Explainable Knowledge Discovery in Data Mining and Unlearning through XAI, September 2025, Porto, Portugalia.

MedFusion-LM: Explainable Large Language Model for Transforming Medical Outcomes in Federated Learning with Neural Architecture Search Blueprints

MedFusion-LM: Explainable Large Language Model for Transforming Medical Outcomes in Federated Learning with Neural Architecture Search Blueprints. D. Babuc, T.-F. Fortis. In: Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2025) – Workshop on Responsible Healthcare using Machine Learning 2025, September 2025, Porto, Portugalia.

Explaining Explanations using Large, Language Models

Explaining Explanations using Large, Language Models. Vlad Lungu, Ştefan Trăuşan-Matu. In: Proceedings of the International Conference on User-System Interaction (ICUSI 2025), September 2025, Iași, Romania.

Analysis of persona assigned LLMs

Analysis of persona assigned LLMs. Ioana-Călina Pascu, Ştefan Trăuşan-Matu. In: Proceedings of the International Conference on User-System Interaction (ICUSI 2025), September 2025, Iași, Romania.

Evaluating Deep Learning Models for Cross-Platform UI Component Detection: A Study Across Web, Desktop, and Mobile Interfaces

Evaluating Deep Learning Models for Cross-Platform UI Component Detection: A Study Across Web, Desktop, and Mobile Interfaces. Mădălina Dicu, Camelia Chira. In: Proceedings of the 29th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES’25), September 2025, Osaka, Japan & KES Virtual Conference Center, DOI: 10.1016/j.procs.2025.09.422.

Assessing Critical Thinking Components in Romanian Secondary School Textbooks: A Data Mining Approach to the ROTEX Corpus

Assessing Critical Thinking Components in Romanian Secondary School Textbooks: A Data Mining Approach to the ROTEX Corpus. Madalina Chitez, Liviu P. Dinu, Marius Micluta-Campeanu, Ana-Maria Bucur and Roxana Rogobete. In: Proceedings of the 20th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2025), August 2025, Vienna, Austria, DOI: 10.18653/v1/2025.bea-1.56.

Prose-to-P4: Leveraging High Level Languages

Prose-to-P4: Leveraging High Level Languages. Mihai Valentin Dumitru, Vlad Andrei Badoiu, Costin Raiciu. In: U.P.B. Scientific Bulletin, Series C, Vol. 87, Iss. 3, September 2025, ISSN: 2286-3540. (Link)