Camelia Lemnaru

79 papers B 37C 9Misc 1Journal 9Unranked 23

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Understanding Cultural Alignment in Multilingual LLMs via Natural Debate Statements. CoRR Vlad-Andrei Negru, Camelia Lemnaru, Mihai Surdeanu, Rodica Potolea
2025	B	`conf`	A Comparative Survey of Social Bias in Text and Image Generation: Gaps, Directions and Compliance with the EU AI Act. ICCP Andrei-Cristian Rad, Camelia Lemnaru
2025	Misc	`conf`	A Hybrid Transformer-LLM Pipeline for Function Name Recovery in Stripped Binaries. CSR Remus M. Petrache, Camelia Lemnaru
2025	J	`jnl`	Assessing language models' task and language transfer capabilities for sentiment analysis in dialog data. Comput. Speech Lang. Vlad-Andrei Negru, Vasile Suciu, Alex-Mihai Lapusan, Camelia Lemnaru, Mihaela Dînsoreanu, Rodica Potolea
2025	—	`conf`	Effects of Attention Head Pruning on Encoder-only Language Models for Multilingual Recipe Classification. SpeD Alin-Gabriel Anghelus, Vlad-Andrei Negru, Camelia Lemnaru, Rodica Potolea
2025	B	`conf`	From Opcodes to Semantics: A Hybrid Approach for Function Name Inference in Stripped Binaries. ICCP Remus M. Petrache, Camelia Lemnaru, Ciprian Oprisa
2025	B	`conf`	Knowledge Graph Integration in Natural Language Processing for the Smart Cooking. ICCP Vadean Vlad, Camelia Lemnaru, Vlad-Andrei Negru, Rodica Potolea
2025	—	`conf`	MorphNLI: A Stepwise Approach to Natural Language Inference Using Text Morphing. NAACL (Findings) Vlad-Andrei Negru, Robert Vacareanu, Camelia Lemnaru, Mihai Surdeanu, Rodica Potolea
2025	J	`jnl`	MorphNLI: A Stepwise Approach to Natural Language Inference Using Text Morphing. CoRR Vlad-Andrei Negru, Robert Vacareanu, Camelia Lemnaru, Mihai Surdeanu, Rodica Potolea
2025	B	`conf`	Reliability of the post training-quantized vision models - a conformal prediction study. ICCP Calin Timbus, Camelia Lemnaru
2025	J	`jnl`	Unveiling Hidden Structures: Multi-Platform IoT Malware Analysis Using Graph Embeddings. IEEE Access Remus M. Petrache, Ciprian Oprisa, Camelia Lemnaru
2025	B	`conf`	VISION-RISK: Vision-Language Model for Risk Assessment in Autonomous Driving. ICCP Andrei-Bogdan Constantin, Vlad-Andrei Negru, Camelia Lemnaru, Rodica Potolea
2024	B	`conf`	Advancing IoT Data Utilization: Generating and Evaluating Synthetic Time Series Data. ICCP Raluca-Laura Portase, Alcorina-Madalina Dragotoniu, Camelia Lemnaru, Mihaela Dînsoreanu, Rodica Potolea
2024	—	`conf`	Asking the Right Questions: Exploiting Hidden Interactions in a Generative Framework for Multilingual, Multitask Classification. ICNLSP Sebastian-Antonio Toma, Camelia Lemnaru, Vlad-Andrei Negru, Rodica Potolea
2024	B	`conf`	Cook Smarter Not Harder: Enhancing Learning Capacity in Smart Ovens with Supplementary Data. ICCP Anamaria-Monica Migea, Vlad-Andrei Negru, Sebastian-Antonio Toma, Camelia Lemnaru, Rodica Potolea
2024	—	`conf`	From Text to Taste: Advancing Smart Appliances with Multilingual Recipe Interpretation. ICDEW Vlad-Andrei Negru, Robert Vacareanu, Camelia Lemnaru, Mihai Surdeanu, Rodica Potolea
2024	B	`conf`	Hybrid Statistical and AI Methods for Synthetic Time Series Generation in Practical Applications. ICCP Iulia Iarina Ungureanu, Raluca-Laura Portase, Mihaela Dînsoreanu, Camelia Lemnaru, Rodica Potolea
2024	B	`conf`	Overcoming Language Barriers in Classification through Translation-Augmented Data. ICCP Noémi Veres, Vlad-Andrei Negru, Sebastian-Antonio Toma, Camelia Lemnaru, Rodica Potolea
2023	J	`jnl`	Evolving a Pipeline Approach for Abstract Meaning Representation Parsing Towards Dynamic Neural Networks. Int. J. Neural Syst. Florin Cristian Macicasan, Alexandru Frasie, Nicoleta-Teodora Vezan, Camelia Lemnaru, Rodica Potolea
2023	B	`conf`	Extracting Appliance Behavior from Heterogeneous Data. ICCP Iulia-Maria Rus, Raluca Portase, Ramona Tolas, Camelia Lemnaru, Mihaela Dînsoreanu, Rodica Potolea
2023	C	`conf`	Multitask, Cross-Lingual Recipe Classification Using Joint Fine-Tuning Mechanisms. iiWAS Vlad-Andrei Negru, Camelia Lemnaru, Rodica Potolea
2023	C	`conf`	Unsupervised Clustering and Explainable AI for Unveiling Behavioral Variations Across Time in Home-Appliance Generated Data. iiWAS Ramona Tolas, Raluca Portase, Camelia Lemnaru, Mihaela Dînsoreanu, Rodica Potolea
2022	J	`jnl`	A Comparative Analysis between Efficient Attention Mechanisms for Traffic Forecasting without Structural Priors. Sensors Andrei-Cristian Rad, Camelia Lemnaru, Adrian Munteanu
2022	C	`conf`	Enhancements on a Pipeline Approach for Abstract Meaning Representation Parsing. EANN Alexandru Frasie, Nicoleta-Teodora Vezan, Georgiana Marian, Florin Cristian Macicasan, Camelia Lemnaru
2022	B	`conf`	Extracting Settings from Multilingual Recipes with Various Sequence Tagging Models: an Experimental Study. ICCP Cosmina Radu, Carla-Elena Staicu, Livia-Maria Mitrica, Mihaela Dînsoreanu, Rodica Potolea, Camelia Lemnaru
2022	B	`conf`	Instructions Are All You Need: Cooking Parameters Classification for Monolingual Recipes. ICCP Alex-Mihai Lapusan, Rares-Liviu Horge, Sara Petres, Mihaela Dînsoreanu, Rodica Potolea, Camelia Lemnaru
2022	B	`conf`	Knowledge inference from home appliances data. ICCP Catalin Firte, Loredana Iamnitchi, Raluca Portase, Ramona Tolas, Rodica Potolea, Mihaela Dînsoreanu, Camelia Lemnaru
2022	B	`conf`	Local Field Potential Microstate Analysis. ICCP Andreea Salagean, Andreea-Madalina Pasc, Eugen-Richard Ardelean, Raul Cristian Muresan, Vasile V. Moca, Mihaela Dînsoreanu, Rodica Potolea, Camelia Lemnaru
2021	B	`conf`	A Generative Adversarial Approach for the Detection of Typical and Drowned Action Potentials. ICCP Alexandru Dodon, Marius Adrian Calugar, Rodica Potolea, Camelia Lemnaru, Mihaela Dînsoreanu, Vasile V. Moca, Raul Cristian Muresan
2021	—	`conf`	Approaching the Semantic Segmentation in Medical Problems: A Solution for Pneumothorax Detection. VISIGRAPP (5: VISAPP) Calin Timbus, Vlad Miclea, Camelia Lemnaru
2021	J	`jnl`	Intent Detection and Slot Filling with Capsule Net Architectures for a Romanian Home Assistant. Sensors Anda Stoica, Tibor Kadar, Camelia Lemnaru, Rodica Potolea, Mihaela Dînsoreanu
2021	B	`conf`	Semantically Enriching Embeddings of Highly Inflectable Verbs for Improving Intent Detection in a Romanian Home Assistant Scenario. IDA Andrei-Cristian Rad, Ioan-Horia-Mihai Muntean, Anda-Diana Stoica, Camelia Lemnaru, Rodica Potolea, Mihaela Dînsoreanu
2021	B	`conf`	Weighted Principal Component Analysis based on statistical properties of features for Spike Sorting. ICCP Roxana Ioana Aldea, Mihaela Dînsoreanu, Rodica Potolea, Camelia Lemnaru, Raul Cristian Muresan, Vasile Vlad Moca
2020	B	`conf`	A System for Managing and Processing Industrial Sensor Data: SMS. ICCP Codrin-Mihai Chira, Raluca Portase, Ramona Tolas, Camelia Lemnaru, Rodica Potolea
2020	B	`conf`	A Two Stage Approach for AMR Parsing Using the Concept Inference Order. ICCP Roxana Pop, Florin Cristian Macicasan, Camelia Lemnaru
2020	B	`conf`	Concept Identification with Sequence-to-Sequence Models in Abstract Meaning Representation Parsing. ICCP Orsolya Bernadett Batiz, Robert Paul Helmer, Roxana Pop, Florin Cristian Macicasan, Camelia Lemnaru
2020	B	`conf`	Detecting Malicious URLs Based on Machine Learning Algorithms and Word Embeddings. ICCP Andrei Crisan, Gabriel Florea, Lorand Halasz, Camelia Lemnaru, Ciprian Oprisa
2020	B	`conf`	Enhancing the Classification of EEG Signals using Wasserstein Generative Adversarial Networks. ICCP Vlad Mihai Petrutiu, Liana-Daniela Palcu, Camelia Lemnaru, Mihaela Dînsoreanu, Rodica Potolea, Raul Cristian Muresan, Vasile Vlad Moca
2020	—	`conf`	The Impact of Romanian Diacritics on Intent Detection and Slot Filling. AQTR Anda-Diana Stoica, Andrei-Cristian Rad, Ioan-Horia-Mihai Muntean, George Daian, Camelia Lemnaru, Rodica Potolea, Mihaela Dînsoreanu
2020	B	`conf`	Using Symbolic Analysis of Local Field Potentials for Anesthesia Depth Prediction. ICCP Ioana Onofrei, Andreea Salagean, Narcisa Sîrca, Vasile V. Moca, Adriana Nagy-Dabâcan, Raul Cristian Muresan, Rodica Potolea, Mihaela Dînsoreanu, Camelia Lemnaru
2019	—	`conf`	Discovering Discriminative Nodes for Classification with Deep Graph Convolutional Methods. NFMCP@PKDD/ECML Liana-Daniela Palcu, Marius Supuran, Camelia Lemnaru, Mihaela Dînsoreanu, Rodica Potolea, Raul Cristian Muresan
2019	B	`conf`	Keyword Spotting using Dynamic Time Warping and Convolutional Recurrent Networks. ICCP Erika-Timea Albert, Camelia Lemnaru, Mihaela Dînsoreanu, Rodica Potolea
2019	B	`conf`	Space Breakdown Method A new approach for density-based clustering. ICCP Eugen-Richard Ardelean, Alexander Stanciu, Mihaela Dînsoreanu, Rodica Potolea, Camelia Lemnaru, Vasile Vlad Moca
2019	B	`conf`	The Impact of Data Challenges on Intent Detection and Slot Filling for the Home Assistant Scenario. ICCP Anda Stoica, Tibor Kadar, Camelia Lemnaru, Rodica Potolea, Mihaela Dînsoreanu
2019	—	`conf`	Understanding and Addressing Change in Computer Science Education. CSCS Rodica Potolea, Camelia Lemnaru
2018	—	`conf`	A Comparative Study of Methods Used in the Analysis and Prediction of Financial Data. MIKE Ioana Angela Socaci, Camelia Lemnaru
2018	B	`conf`	An early fusion approach for multimodal emotion recognition using deep recurrent networks. ICCP Beniamin Bucur, Iulia Somfelean, Alexandru Ghiurutan, Camelia Lemnaru, Mihaela Dînsoreanu
2018	J	`jnl`	Dealing with overlap and imbalance: a new metric and approach. Pattern Anal. Appl. Zalán Borsos, Camelia Lemnaru, Rodica Potolea
2018	B	`conf`	Enhancements on a Transition-Based Approach for AMR Parsing Using LSTM Networks. ICCP Roxana Pop, Anda Dregan, Florin Cristian Macicasan, Camelia Lemnaru, Rodica Potolea
2018	B	`conf`	Semantic segmentation-based traffic sign detection and recognition using deep learning techniques. ICCP Calin Timbus, Vlad Miclea, Camelia Lemnaru
2017	B	`conf`	A transition-based approach for AMR parsing using LSTM networks. ICCP Silviana Cimpian, Andreea Lazar, Florin Cristian Macicasan, Camelia Lemnaru
2017	—	`conf`	Complex Localization in the Multiple Instance Learning Context. NFMCP@PKDD/ECML Dan-Ovidiu Graur, Razvan-Alexandru Maris, Rodica Potolea, Mihaela Dînsoreanu, Camelia Lemnaru
2017	C	`conf`	From image captioning to video summary using deep recurrent networks and unsupervised segmentation. ICMV Bogdan-Andrei Morosanu, Camelia Lemnaru
2016	B	`conf`	Detection and prevention system against cyber attacks and botnet malware for information systems and Internet of Things. ICCP Ionut Indre, Camelia Lemnaru
2016	J	`jnl`	Feature Engineered Relation Extraction - Medical Documents Setting. Int. J. Web Inf. Syst. Ioana Barbantan, Mihaela Porumb, Camelia Lemnaru, Rodica Potolea
2016	B	`conf`	Semantic-based IoT device discovery and recommendation mechanism. ICCP Stefana Chirila, Camelia Lemnaru, Mihaela Dînsoreanu
2016	—	`conf`	Syllabification with Frequent Sequence Patterns - A Language Independent Approach. KDIR Adrian Bona, Camelia Lemnaru, Rodica Potolea
2015	B	`conf`	A learning-based approach for Romanian syllabification and stress assignment. ICCP Diana Balc, Anamaria Beleiu, Rodica Potolea, Camelia Lemnaru
2015	B	`conf`	A multi-objective evolutionary approach to imbalanced classification problems. ICCP Camelia Chira, Camelia Lemnaru
2015	—	`conf`	Assessing Vertex Relevance based on Community Detection. KDIR Paul Parau, Camelia Lemnaru, Rodica Potolea
2015	B	`conf`	Concept extraction from medical documents a contextual approach. ICCP Gyorgy Szenasi, Camelia Lemnaru, Ioana Barbantan
2015	—	`conf`	Evolutionary Cost-Sensitive Balancing: A Generic Method for Imbalanced Classification Problems. EVOLVE Camelia Lemnaru, Rodica Potolea
2015	B	`conf`	Pre-processing flow for enhancing learning from medical data. ICCP Sebastian Muresan, Ioana Faloba, Camelia Lemnaru, Rodica Potolea
2015	C	`conf`	REMed: automatic relation extraction from medical documents. iiWAS Mihaela Porumb, Ioana Barbantan, Camelia Lemnaru, Rodica Potolea
2015	—	`conf`	Topic Oriented Auto-completion Models. KDIR Stefan Prisca, Mihaela Dînsoreanu, Camelia Lemnaru
2014	—	`conf`	Disease Identification in Electronic Health Records - An Ontology based Approach. KDIR Ioana Barbantan, Camelia Lemnaru, Rodica Potolea
2013	C	`conf`	Distributed Methodologies for Imbalanced Classification Problems: Parameter Analysis and Tuning. ISPDC Camelia Lemnaru, Adrian Bona, Rodica Potolea
2012	C	`conf`	A Distributed Methodology for Imbalanced Classification Problems. ISPDC Camelia Lemnaru, Mihai Cuibus, Adrian Bona, Andrei Alic, Rodica Potolea
2012	—	`conf`	A Hybrid Solution for Imbalanced Classification Problems - Case Study on Network Intrusion Detection. KDIR Camelia Lemnaru, Andreea Tudose-Vintila, Andrei Coclici, Rodica Potolea
2012	—	`conf`	A System for Historical Documents Transcription based on Hierarchical Classification and Dictionary Matching. KDIR Camelia Lemnaru, Andreea Sin-Neamtiu, Mihai-Andrei Veres, Rodica Potolea
2011	—	`conf`	A Comprehensive Study of the Effect of Class Imbalance on the Performance of Classifiers. ICEIS (1) Rodica Potolea, Camelia Lemnaru
2011	—	`conf`	Imbalanced Classification Problems: Systematic Study, Issues and Best Practices. ICEIS Camelia Lemnaru, Rodica Potolea
2011	C	`conf`	Solving NP-Complete Problems on the CUDA Architecture Using Genetic Algorithms. ISPDC Mihai Calin Feier, Camelia Lemnaru, Rodica Potolea
2011	B	`conf`	Static and dynamic user type identification in adaptive e-learning with unsupervised methods. ICCP Camelia Lemnaru, Adina Anca Firte, Rodica Potolea
2011	C	`conf`	The Parallel Classification of Very Large Collections of Data on Multi-core Platforms. ISPDC Dodut Aurora Andrada, Camelia Lemnaru, Rodica Potolea
2010	—	`conf`	A Hierarchical Approach for the Offline Handwritten Signature Recognition. ICEIS Rodica Potolea, Ioana Barbantan, Camelia Lemnaru
2010	—	`conf`	A Hierarchical Handwritten Offline Signature Recognition System. ICEIS (2) Ioana Barbantan, Camelia Lemnaru, Rodica Potolea
2010	—	`conf`	Dealing with Imbalanced Problems - Issues and Best Practices. ICEIS (2) Rodica Potolea, Camelia Lemnaru
2010	—	`conf`	Meta-learning Framework for Prediction Strategy Evaluation. ICEIS Rodica Potolea, Silviu Cacoveanu, Camelia Lemnaru