Gabriela Czibula

80 papers B 27C 4Misc 15Journal 23Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	C	`conf`	X-CViT: An Explainable Vision Transformer Architecture for Classification of Cloud Images. ICPRAM Stefan Alexandrescu, Gabriela Czibula, Alexandra-Ioana Albu, Eugen Mihulet
2025	J	`jnl`	Automatic code generation based on Abstract Syntax-based encoding. Application on malware detection code generation based on MITRE ATT&CK techniques. Expert Syst. Appl. Alexandru-Gabriel Sirbu, Gabriela Czibula
2025	—	`conf`	CAMMA: A Deep Learning-Based Approach for Cascaded Multi-Task Medical Vision Question Answering. ICAART (3) Teodora-Alexandra Toader, Alexandru Manole, Gabriela Czibula
2025	B	`conf`	CodeASG: An Approach for Extracting Code Embeddings from Abstract Syntax Graphs. CoopIS Alexandru-Gabriel Sirbu, Gabriela Czibula
2025	—	`conf`	Diff-SySC: An Approach Using Diffusion Models for Semi-Supervised Image Classification. ICAART (3) Paul-Dumitru Orasan, Alexandra-Ioana Albu, Gabriela Czibula
2025	B	`conf`	FS-iSDP: A few-shot learning approach using siamese networks for interpretable software defect prediction. KES Ioana-Gabriela Chelaru, Gabriela Czibula, Andrei Mihai
2025	B	`conf`	MultI-MVQA: A multitask framework for interpretable medical visual question answering. KES Teodora-Alexandra Toader, Gabriela Czibula, Cristina Mircea
2024	B	`conf`	Enriching the Semantic Representation of the Source Code with Natural Language-Based Features from Comments for Improving the Performance of Software Defect Prediction. ENASE Anamaria Briciu, Mihaiela Lupea, Gabriela Czibula, István Gergely Czibula
2024	B	`conf`	PreSTyDe: Improving the Performance of within-project Defects Prediction by Learning to Classify Types of Software Faults. ENASE Gabriela Czibula, Ioana-Gabriela Chelaru, Arthur Molnar, István Gergely Czibula
2024	B	`conf`	SepConv-ens: An ensemble of separable convolution-based deep learning models for weather radar echo temporal extrapolation. KES Gabriela Czibula, Andrei Mihai, Paul-Dumitru Orasan, István Gergely Czibula, Eugen Mihulet, Sorin Burcea
2023	B	`conf`	A Generative Modelling-based Approach for Text-to-Speech Synthesis in Romanian Language. ICCP Marincas Casian, Gabriela Czibula
2023	B	`conf`	A study on the relevance of semantic features extracted using BERT-based language models for enhancing the performance of software defect classifiers. KES Anamaria Briciu, Gabriela Czibula, Mihaiela Lupea
2023	B	`conf`	An unsupervised learning-based methodology for uncovering behavioural patterns for specific types of software defects. KES Gabriela Czibula, Ioana-Gabriela Chelaru, István Gergely Czibula, Arthur-Jozsef Molnar
2023	B	`conf`	ConvSNow: A tailored Conv-LSTM architecture for weather nowcasting based on satellite imagery. KES Adelin Mihoc, Vlad-Sebastian Ionescu, Ioan-Gabriel Mircea, Gabriela Czibula, Eugen Mihulet, Trygve Aspenes
2023	B	`conf`	Im2Vide0: A Zero-Shot approach using diffusion models for natural language conditioned Image-to-Video. ICCP Paul-Dumitru Orasan, Gabriela Czibula
2023	B	`conf`	Policy-Based Reinforcement Learning in the Generalized Rock-Paper-Scissors Game. ESANN Mali Imre Gergely, Gabriela Czibula
2023	C	`conf`	Uncovering Behavioural Patterns of One: And Binary-Class SVM-Based Software Defect Predictors. ICSOFT George Ciubotariu, Gabriela Czibula, István Gergely Czibula, Ioana-Gabriela Chelaru
2022	J	`jnl`	An in-Depth Analysis of the Software Features' Impact on the Performance of Deep Learning-Based Software Defect Predictors. IEEE Access Diana-Lucia Miholca, Vlad-Ioan Tomescu, Gabriela Czibula
2022	—	`ed.`	Information Systems Development: Artificial Intelligence for Information Systems Development and Operations - Proceedings of the 30th International Conference on Information Systems Development, ISD 2022, Cluj-Napoca, Romania, 31 August - 2 September 2022. ISD Robert Andrei Buchmann, Gheorghe Cosmin Silaghi, Darius Bufnea, Virginia Niculescu, Gabriela Czibula, Carol L. Barry, Michael Lang, Henry Linger, Christoph Schneider
2022	J	`jnl`	IntelliDaM: A Machine Learning-Based Framework for Enhancing the Performance of Decision-Making Processes. A Case Study for Educational Data Mining. IEEE Access Gabriela Czibula, George Ciubotariu, Mariana-Ioana Maier, Hannelore Lisei
2022	J	`jnl`	MBMT-Net: A Multi-Task Learning Based Convolutional Neural Network Architecture for Dense Prediction Tasks. IEEE Access George Ciubotariu, Gabriela Czibula
2022	J	`jnl`	NeXtNow: A Convolutional Deep Learning Model for the Prediction of Weather Radar Data for Nowcasting Purposes. Remote. Sens. Alexandra-Ioana Albu, Gabriela Czibula, Andrei Mihai, István Gergely Czibula, Sorin Burcea, Abdelkader Mezghani
2022	B	`conf`	SoftId: An autoencoder-based one-class classification model for software authorship identification. KES Mihaiela Lupea, Anamaria Briciu, István Gergely Czibula, Gabriela Czibula
2021	B	`conf`	A machine learning approach for data protection in virtual reality therapy applications. ICCP Maria-Madalina Mircea, Rares F. Boian, Gabriela Czibula
2021	B	`conf`	A study on using deep autoencoders for imbalanced binary classification. KES Vlad-Ioan Tomescu, Gabriela Czibula, Stefan Nitica
2021	J	`jnl`	AnomalP: An approach for detecting anomalous protein conformations using deep autoencoders. Expert Syst. Appl. Gabriela Czibula, Carmina Codre, Mihai Teletin
2021	J	`jnl`	AutoPPI: An Ensemble of Deep Autoencoders for Protein-Protein Interaction Prediction. Entropy Gabriela Czibula, Alexandra-Ioana Albu, Maria-Iuliana Bocicor, Camelia Chira
2021	J	`jnl`	DAuGAN: An Approach for Augmenting Time Series Imbalanced Datasets via Latent Space Sampling Using Adversarial Techniques. Sci. Program. Andrei Bratu, Gabriela Czibula
2021	B	`conf`	DeePS at: A deep learning model for prediction of satellite images for nowcasting purposes. KES Vlad-Sebastian Ionescu, Gabriela Czibula, Eugen Mihulet
2021	C	`conf`	Enhancing the Performance of Image Classification Through Features Automatically Learned from Depth-Maps. ICVS George Ciubotariu, Vlad-Ioan Tomescu, Gabriela Czibula
2020	Misc	`conf`	A comparative study on using unsupervised learning based data analysis techniques for breast cancer detection. SACI Stefan Nitica, Gabriela Czibula, Vlad-Ioan Tomescu
2020	Misc	`conf`	Analysing protein dynamics using machine learning based generative models. SACI Alexandra-Ioana Albu, Gabriela Czibula
2020	B	`conf`	COMET: A conceptual coupling based metrics suite for software defect prediction. KES Diana-Lucia Miholca, Gabriela Czibula, Vlad-Ioan Tomescu
2020	Misc	`conf`	CVSimP: An approach for predicting proteins' structural similarity using one-shot learning. SACI Mihai Teletin, Gabriela Czibula
2020	B	`conf`	RadRAR: A relational association rule mining approach for nowcasting based on predicting radar products' values. KES Gabriela Czibula, Andrei Mihai, István Gergely Czibula
2020	Misc	`conf`	Unsupervised learning based mining of academic data sets for students' performance analysis. SACI Liana Maria Crivei, Gabriela Czibula, George Ciubotariu, Mariana Dindelegan
2020	Misc	`conf`	XNow: A deep learning technique for nowcasting based on radar products' values prediction. SACI Ioana Angela Socaci, Gabriela Czibula, Vlad-Sebastian Ionescu, Andrei Mihai
2019	—	`conf`	A Study on Applying Relational Association Rule Mining Based Classification for Predicting the Academic Performance of Students. KSEM (1) Liana Maria Crivei, Gabriela Czibula, Andrei Mihai
2019	J	`jnl`	A novel concurrent relational association rule mining approach. Expert Syst. Appl. Gabriela Czibula, István Gergely Czibula, Diana-Lucia Miholca, Liana Maria Crivei
2019	J	`jnl`	An aggregated coupling measure for the analysis of object-oriented software systems. J. Syst. Softw. István Gergely Czibula, Gabriela Czibula, Diana-Lucia Miholca, Zsuzsanna Marian
2019	B	`conf`	Analyzing Meteorological Data Using Unsupervised Learning Techniques. ICCP Andrei Mihai, Gabriela Czibula, Eugen Mihulet
2019	—	`conf`	AutoSimP: An Approach for Predicting Proteins' Structural Similarities Using an Ensemble of Deep Autoencoders. KSEM (2) Mihai Teletin, Gabriela Czibula, Carmina Codre
2019	—	`conf`	ProteinA: An Approach for Analyzing and Visualizing Protein Conformational Transitions Using Fuzzy and Hard Clustering Techniques. KSEM (1) Silvana Iuliana Albert, Gabriela Czibula
2019	—	`conf`	Software Defect Prediction Using a Hybrid Model Based on Semantic Features Learned from the Source Code. KSEM (1) Diana-Lucia Miholca, Gabriela Czibula
2019	Misc	`conf`	Using clustering models for uncovering proteins' structural similarity. SACI Mihai Teletin, Gabriela Czibula, Maria-Iuliana Bocicor
2019	B	`conf`	Using self-organizing maps for unsupervised analysis of radar data for nowcasting purposes. KES Gabriela Czibula, Andrei Mihai, Eugen Mihulet, Daniel Teodorovici
2018	B	`conf`	A new incremental relational association rules mining approach. KES Diana-Lucia Miholca, Gabriela Czibula, Liana Maria Crivei
2018	J	`jnl`	A novel approach for software defect prediction through hybridizing gradual relational association rules with artificial neural networks. Inf. Sci. Diana-Lucia Miholca, Gabriela Czibula, István Gergely Czibula
2018	J	`jnl`	An effective approach for determining the class integration test order using reinforcement learning. Appl. Soft Comput. Gabriela Czibula, István Gergely Czibula, Zsuzsanna Marian
2018	Misc	`conf`	Analyzing the Impact of Protein Representation on Mining Structural Patterns from Protein Data. SACI Silvana Iuliana Albert, Gabriela Czibula, Mihai Teletin
2018	—	`conf`	Deep Autoencoders for Additional Insight into Protein Dynamics. ICANN (2) Mihai Teletin, Gabriela Czibula, Maria-Iuliana Bocicor, Silvana Iuliana Albert, Alessandro Pandini
2018	B	`conf`	KarySOM: An Unsupervised Learning based Approach for Human Karyotyping using Self-Organizing Maps. ICCP Casian-Nicolae Marc, Gabriela Czibula
2018	B	`conf`	Optimizing Convolutional Neural Networks for low-resource devices. ICCP Cosmin-Ionut Rusu, Gabriela Czibula
2018	B	`conf`	Using unsupervised learning methods for enhancing protein structure insight. KES Mihai Teletin, Gabriela Czibula, Silvana Iuliana Albert, Maria-Iuliana Bocicor
2017	Misc	`conf`	A Hierarchical Clustering-Based Approach for Software Restructuring at the Package Level. SYNASC Zsuzsanna Marian, István Gergely Czibula, Gabriela Czibula
2017	C	`conf`	An Improved Approach for Class Test Ordering Optimization using Genetic Algorithms. ICSOFT István Gergely Czibula, Gabriela Czibula, Zsuzsanna Marian
2017	Misc	`conf`	An Unsupervised Learning Based Conceptual Coupling Measure. SYNASC Diana-Lucia Miholca, Gabriela Czibula, Zsuzsanna Marian, István Gergely Czibula
2017	B	`conf`	HACGA: An artifacts-based clustering approach for malware classification. ICCP Oliviu-Bogdan Botocan, Gabriela Czibula
2017	—	`conf`	Identifying Class Integration Test Order Using an Improved Genetic Algorithm-Based Approach. ICSOFT (Selected Papers) István Gergely Czibula, Gabriela Czibula, Zsuzsanna Marian
2016	Misc	`conf`	A Novel Approach for Software Defect Prediction Using Fuzzy Decision Trees. SYNASC Zsuzsanna Marian, Ioan-Gabriel Mircea, István Gergely Czibula, Gabriela Czibula
2016	—	`conf`	A Reinforcement Learning Based Approach to Multiple Sequence Alignment. SOFA (2) Ioan-Gabriel Mircea, Iuliana M. Bocicor, Gabriela Czibula
2016	Misc	`conf`	Machine Learning Based Approaches for Sex Identification in Bioarchaeology. SYNASC Diana-Lucia Miholca, Gabriela Czibula, Ioan-Gabriel Mircea, István Gergely Czibula
2016	—	`conf`	Supervised Learning Techniques for Body Mass Estimation in Bioarchaeology. SOFA (2) Vlad-Sebastian Ionescu, Gabriela Czibula, Mihai Teletin
2015	B	`conf`	A Q-learning approach for aligning protein sequences. ICCP Ioan-Gabriel Mircea, Gabriela Czibula, Maria-Iuliana Bocicor
2015	J	`jnl`	A novel approach to adaptive relational association rule mining. Appl. Soft Comput. Gabriela Czibula, István Gergely Czibula, Adela-Maria Sirbu, Ioan-Gabriel Mircea
2015	J	`jnl`	Detecting software design defects using relational association rule mining. Knowl. Inf. Syst. Gabriela Czibula, Zsuzsanna Marian, István Gergely Czibula
2015	B	`conf`	Instance based learning approaches for predicting the height of human skeletons. ICCP Vlad-Sebastian Ionescu, Ioan-Gabriel Mircea, Diana-Lucia Miholca, Gabriela Czibula
2014	J	`jnl`	A support vector machine model for intelligent selection of data representations. Appl. Soft Comput. Gabriela Czibula, István Gergely Czibula, Radu Dan Gaceanu
2014	Misc	`conf`	Dynamic Clustering of Gene Expression Data Using a Fuzzy Approach. SYNASC Adela-Maria Sirbu, Gabriela Czibula, Maria-Iuliana Bocicor
2014	J	`jnl`	Software defect prediction using relational association rule mining. Inf. Sci. Gabriela Czibula, Zsuzsanna Marian, István Gergely Czibula
2014	J	`jnl`	Software systems performance improvement by intelligent data structures customization. Inf. Sci. Gabriela Czibula, István Gergely Czibula
2013	J	`jnl`	Intelligent data structures selection using neural networks. Knowl. Inf. Syst. Gabriela Czibula, István Gergely Czibula, Radu Dan Gaceanu
2013	J	`jnl`	Soft Computing Approaches on the Bandwidth Problem. Informatica Gabriela Czibula, Gloria Cerasela Crisan, Camelia-Mihaela Pintea, István Gergely Czibula
2013	J	`jnl`	Text Segmentation Using Roget-Based Weighted Lexical Chains. Comput. Informatics Doina Tatar, Diana Inkpen, Gabriela Czibula
2012	J	`jnl`	Soft Computing approaches on the Bandwidth Problem CoRR Gabriela Czibula, Gloria Cerasela Crisan, Camelia-Mihaela Pintea, István Gergely Czibula
2011	Misc	`conf`	A Reinforcement Learning Approach for Solving the Fragment Assembly Problem. SYNASC Maria-Iuliana Bocicor, Gabriela Czibula, István Gergely Czibula
2011	J	`jnl`	Evaluation Measures for Partitioning based Aspect Mining Techniques. Int. J. Comput. Commun. Control Gabriela Czibula, Grigoreta Sofia Cojocar, István Gergely Czibula
2010	J	`jnl`	A Hierarchical Clustering Based Approach in Aspect Mining. Comput. Informatics Gabriela Czibula, Grigoreta Sofia Cojocar
2009	Misc	`conf`	Dynamic Customization of Data Structures Instances Using an Agent Based Approach. SYNASC István Gergely Czibula, Gabriela Czibula, Adriana Mihaela Guran
2008	Misc	`conf`	Clustering Based Automatic Refactorings Identification. SYNASC István Gergely Czibula, Gabriela Czibula