Camelia Lemnaru

Publication Activity (10 Years)

Years Active: 2010-2025
Publications (10 Years): 41

Top Topics

Semantic Segmentation

Recurrent Networks

Detecting Malicious

Top Venues

Publications

Vlad-Andrei Negru, Vasile Suciu, Alex-Mihai Lapusan, Camelia Lemnaru, Mihaela Dînsoreanu, Rodica Potolea
Assessing language models' task and language transfer capabilities for sentiment analysis in dialog data. Comput. Speech Lang. 89 (2025)
Vlad-Andrei Negru, Robert Vacareanu, Camelia Lemnaru, Mihai Surdeanu, Rodica Potolea
From Text to Taste: Advancing Smart Appliances with Multilingual Recipe Interpretation. ICDEW (2024)
Vlad-Andrei Negru, Camelia Lemnaru, Rodica Potolea
Multitask, Cross-Lingual Recipe Classification Using Joint Fine-Tuning Mechanisms. iiWAS (2023)
Florin Cristian Macicasan, Alexandru Frasie, Nicoleta-Teodora Vezan, Camelia Lemnaru, Rodica Potolea
Evolving a Pipeline Approach for Abstract Meaning Representation Parsing Towards Dynamic Neural Networks. Int. J. Neural Syst. 33 (7) (2023)
Ramona Tolas, Raluca Portase, Camelia Lemnaru, Mihaela Dînsoreanu, Rodica Potolea
Unsupervised Clustering and Explainable AI for Unveiling Behavioral Variations Across Time in Home-Appliance Generated Data. iiWAS (2023)
Iulia-Maria Rus, Raluca Portase, Ramona Tolas, Camelia Lemnaru, Mihaela Dînsoreanu, Rodica Potolea
Extracting Appliance Behavior from Heterogeneous Data. ICCP (2023)
Andrei-Cristian Rad, Camelia Lemnaru, Adrian Munteanu
A Comparative Analysis between Efficient Attention Mechanisms for Traffic Forecasting without Structural Priors. Sensors 22 (19) (2022)
Andreea Salagean, Andreea-Madalina Pasc, Eugen-Richard Ardelean, Raul Cristian Muresan, Vasile V. Moca, Mihaela Dînsoreanu, Rodica Potolea, Camelia Lemnaru
Local Field Potential Microstate Analysis. ICCP (2022)
Alex-Mihai Lapusan, Rares-Liviu Horge, Sara Petres, Mihaela Dînsoreanu, Rodica Potolea, Camelia Lemnaru
Instructions Are All You Need: Cooking Parameters Classification for Monolingual Recipes. ICCP (2022)
Cosmina Radu, Carla-Elena Staicu, Livia-Maria Mitrica, Mihaela Dînsoreanu, Rodica Potolea, Camelia Lemnaru
Extracting Settings from Multilingual Recipes with Various Sequence Tagging Models: an Experimental Study. ICCP (2022)
Catalin Firte, Loredana Iamnitchi, Raluca Portase, Ramona Tolas, Rodica Potolea, Mihaela Dînsoreanu, Camelia Lemnaru
Knowledge inference from home appliances data. ICCP (2022)
Alexandru Frasie, Nicoleta-Teodora Vezan, Georgiana Marian, Florin Cristian Macicasan, Camelia Lemnaru
Enhancements on a Pipeline Approach for Abstract Meaning Representation Parsing. EANN (2022)
Roxana Ioana Aldea, Mihaela Dînsoreanu, Rodica Potolea, Camelia Lemnaru, Raul Cristian Muresan, Vasile Vlad Moca
Weighted Principal Component Analysis based on statistical properties of features for Spike Sorting. ICCP (2021)
Anda Stoica, Tibor Kadar, Camelia Lemnaru, Rodica Potolea, Mihaela Dînsoreanu
Intent Detection and Slot Filling with Capsule Net Architectures for a Romanian Home Assistant. Sensors 21 (4) (2021)
Calin Timbus, Vlad Miclea, Camelia Lemnaru
Approaching the Semantic Segmentation in Medical Problems: A Solution for Pneumothorax Detection. VISIGRAPP (5: VISAPP) (2021)
Alexandru Dodon, Marius Adrian Calugar, Rodica Potolea, Camelia Lemnaru, Mihaela Dînsoreanu, Vasile V. Moca, Raul Cristian Muresan
A Generative Adversarial Approach for the Detection of Typical and Drowned Action Potentials. ICCP (2021)
Andrei-Cristian Rad, Ioan-Horia-Mihai Muntean, Anda-Diana Stoica, Camelia Lemnaru, Rodica Potolea, Mihaela Dînsoreanu
Semantically Enriching Embeddings of Highly Inflectable Verbs for Improving Intent Detection in a Romanian Home Assistant Scenario. IDA (2021)
Codrin-Mihai Chira, Raluca Portase, Ramona Tolas, Camelia Lemnaru, Rodica Potolea
A System for Managing and Processing Industrial Sensor Data: SMS. ICCP (2020)
Orsolya Bernadett Batiz, Robert Paul Helmer, Roxana Pop, Florin Cristian Macicasan, Camelia Lemnaru
Concept Identification with Sequence-to-Sequence Models in Abstract Meaning Representation Parsing. ICCP (2020)
Roxana Pop, Florin Cristian Macicasan, Camelia Lemnaru
A Two Stage Approach for AMR Parsing Using the Concept Inference Order. ICCP (2020)
Vlad Mihai Petrutiu, Liana-Daniela Palcu, Camelia Lemnaru, Mihaela Dînsoreanu, Rodica Potolea, Raul Mursesan, Vasile Vlad Moca
Enhancing the Classification of EEG Signals using Wasserstein Generative Adversarial Networks. ICCP (2020)
Anda-Diana Stoica, Andrei-Cristian Rad, Ioan-Horia-Mihai Muntean, George Daian, Camelia Lemnaru, Rodica Potolea, Mihaela Dînsoreanu
The Impact of Romanian Diacritics on Intent Detection and Slot Filling. AQTR (2020)
Andrei Crisan, Gabriel Florea, Lorand Halasz, Camelia Lemnaru, Ciprian Oprisa
Detecting Malicious URLs Based on Machine Learning Algorithms and Word Embeddings. ICCP (2020)
Ioana Onofrei, Andreea Salagean, Narcisa Sîrca, Vasile V. Moca, Adriana Nagy-Dabâcan, Raul Cristian Muresan, Rodica Potolea, Mihaela Dînsoreanu, Camelia Lemnaru
Using Symbolic Analysis of Local Field Potentials for Anesthesia Depth Prediction. ICCP (2020)
Rodica Potolea, Camelia Lemnaru
Understanding and Addressing Change in Computer Science Education. CSCS (2019)
Erika-Timea Albert, Camelia Lemnaru, Mihaela Dînsoreanu, Rodica Potolea
Keyword Spotting using Dynamic Time Warping and Convolutional Recurrent Networks. ICCP (2019)
Eugen-Richard Ardelean, Alexander Stanciu, Mihaela Dînsoreanu, Rodica Potolea, Camelia Lemnaru, Vasile Vlad Moca
Space Breakdown Method A new approach for density-based clustering. ICCP (2019)
Liana-Daniela Palcu, Marius Supuran, Camelia Lemnaru, Mihaela Dînsoreanu, Rodica Potolea, Raul Cristian Muresan
Discovering Discriminative Nodes for Classification with Deep Graph Convolutional Methods. NFMCP@PKDD/ECML (2019)
Anda Stoica, Tibor Kadar, Camelia Lemnaru, Rodica Potolea, Mihaela Dînsoreanu
The Impact of Data Challenges on Intent Detection and Slot Filling for the Home Assistant Scenario. ICCP (2019)
Roxana Pop, Anda Dregan, Florin Cristian Macicasan, Camelia Lemnaru, Rodica Potolea
Enhancements on a Transition-Based Approach for AMR Parsing Using LSTM Networks. ICCP (2018)
Calin Timbus, Vlad Miclea, Camelia Lemnaru
Semantic segmentation-based traffic sign detection and recognition using deep learning techniques. ICCP (2018)
Ioana Angela Socaci, Camelia Lemnaru
A Comparative Study of Methods Used in the Analysis and Prediction of Financial Data. MIKE (2018)
Zalán Borsos, Camelia Lemnaru, Rodica Potolea
Dealing with overlap and imbalance: a new metric and approach. Pattern Anal. Appl. 21 (2) (2018)
Beniamin Bucur, Iulia Somfelean, Alexandru Ghiurutan, Camelia Lemnaru, Mihaela Dînsoreanu
An early fusion approach for multimodal emotion recognition using deep recurrent networks. ICCP (2018)
Dan-Ovidiu Graur, Razvan-Alexandru Maris, Rodica Potolea, Mihaela Dînsoreanu, Camelia Lemnaru
Complex Localization in the Multiple Instance Learning Context. NFMCP@PKDD/ECML (2017)
Bogdan-Andrei Morosanu, Camelia Lemnaru
From image captioning to video summary using deep recurrent networks and unsupervised segmentation. ICMV (2017)
Silviana Cimpian, Andreea Lazar, Florin Cristian Macicasan, Camelia Lemnaru
A transition-based approach for AMR parsing using LSTM networks. ICCP (2017)
Adrian Bona, Camelia Lemnaru, Rodica Potolea
Syllabification with Frequent Sequence Patterns - A Language Independent Approach. KDIR (2016)
Stefana Chirila, Camelia Lemnaru, Mihaela Dînsoreanu
Semantic-based IoT device discovery and recommendation mechanism. ICCP (2016)
Ioana Barbantan, Mihaela Porumb, Camelia Lemnaru, Rodica Potolea
Feature Engineered Relation Extraction - Medical Documents Setting. Int. J. Web Inf. Syst. 12 (3) (2016)
Ionut Indre, Camelia Lemnaru
Detection and prevention system against cyber attacks and botnet malware for information systems and Internet of Things. ICCP (2016)
Mihaela Porumb, Ioana Barbantan, Camelia Lemnaru, Rodica Potolea
REMed: automatic relation extraction from medical documents. iiWAS (2015)
Camelia Lemnaru, Rodica Potolea
Evolutionary Cost-Sensitive Balancing: A Generic Method for Imbalanced Classification Problems. EVOLVE (2015)
Paul Parau, Camelia Lemnaru, Rodica Potolea
Assessing Vertex Relevance based on Community Detection. KDIR (2015)
Sebastian Muresan, Ioana Faloba, Camelia Lemnaru, Rodica Potolea
Pre-processing flow for enhancing learning from medical data. ICCP (2015)
Camelia Chira, Camelia Lemnaru
A multi-objective evolutionary approach to imbalanced classification problems. ICCP (2015)
Gyorgy Szenasi, Camelia Lemnaru, Ioana Barbantan
Concept extraction from medical documents a contextual approach. ICCP (2015)
Diana Balc, Anamaria Beleiu, Rodica Potolea, Camelia Lemnaru
A learning-based approach for Romanian syllabification and stress assignment. ICCP (2015)
Stefan Prisca, Mihaela Dînsoreanu, Camelia Lemnaru
Topic Oriented Auto-completion Models. KDIR (2015)
Ioana Barbantan, Camelia Lemnaru, Rodica Potolea
Disease Identification in Electronic Health Records - An Ontology based Approach. KDIR (2014)
Camelia Lemnaru, Adrian Bona, Rodica Potolea
Distributed Methodologies for Imbalanced Classification Problems: Parameter Analysis and Tuning. ISPDC (2013)
Camelia Lemnaru, Mihai Cuibus, Adrian Bona, Andrei Alic, Rodica Potolea
A Distributed Methodology for Imbalanced Classification Problems. ISPDC (2012)
Camelia Lemnaru, Andreea Sin-Neamtiu, Mihai-Andrei Veres, Rodica Potolea
A System for Historical Documents Transcription based on Hierarchical Classification and Dictionary Matching. KDIR (2012)
Camelia Lemnaru, Andreea Tudose-Vintila, Andrei Coclici, Rodica Potolea
A Hybrid Solution for Imbalanced Classification Problems - Case Study on Network Intrusion Detection. KDIR (2012)
Camelia Lemnaru, Adina Anca Firte, Rodica Potolea
Static and dynamic user type identification in adaptive e-learning with unsupervised methods. ICCP (2011)
Rodica Potolea, Camelia Lemnaru
A Comprehensive Study of the Effect of Class Imbalance on the Performance of Classifiers. ICEIS (1) (2011)
Camelia Lemnaru, Rodica Potolea
Imbalanced Classification Problems: Systematic Study, Issues and Best Practices. ICEIS (2011)
Mihai Calin Feier, Camelia Lemnaru, Rodica Potolea
Solving NP-Complete Problems on the CUDA Architecture Using Genetic Algorithms. ISPDC (2011)
Dodut Aurora Andrada, Camelia Lemnaru, Rodica Potolea
The Parallel Classification of Very Large Collections of Data on Multi-core Platforms. ISPDC (2011)
Rodica Potolea, Camelia Lemnaru
Dealing with Imbalanced Problems - Issues and Best Practices. ICEIS (2) (2010)
Ioana Barbantan, Camelia Lemnaru, Rodica Potolea
A Hierarchical Handwritten Offline Signature Recognition System. ICEIS (2) (2010)
Rodica Potolea, Silviu Cacoveanu, Camelia Lemnaru
Meta-learning Framework for Prediction Strategy Evaluation. ICEIS (2010)
Rodica Potolea, Ioana Barbantan, Camelia Lemnaru
A Hierarchical Approach for the Offline Handwritten Signature Recognition. ICEIS (2010)