Camelia Lemnaru

According to our database, Camelia Lemnaru authored at least 61 papers between 2010 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Evolving a Pipeline Approach for Abstract Meaning Representation Parsing Towards Dynamic Neural Networks.

Florin Cristian Macicasan, Alexandru Frasie, Nicoleta-Teodora Vezan, Camelia Lemnaru, Rodica Potolea

Int. J. Neural Syst., July, 2023

Unsupervised Clustering and Explainable AI for Unveiling Behavioral Variations Across Time in Home-Appliance Generated Data.

Ramona Tolas, Raluca Portase, Camelia Lemnaru, Mihaela Dînsoreanu, Rodica Potolea

Proceedings of the Information Integration and Web Intelligence, 2023

Multitask, Cross-Lingual Recipe Classification Using Joint Fine-Tuning Mechanisms.

Vlad-Andrei Negru, Camelia Lemnaru, Rodica Potolea

Proceedings of the Information Integration and Web Intelligence, 2023

Extracting Appliance Behavior from Heterogeneous Data.

Iulia-Maria Rus, Raluca Portase, Ramona Tolas, Camelia Lemnaru, Mihaela Dînsoreanu, Rodica Potolea

Proceedings of the 19th IEEE International Conference on Intelligent Computer Communication and Processing, 2023

2022

A Comparative Analysis between Efficient Attention Mechanisms for Traffic Forecasting without Structural Priors.

Andrei-Cristian Rad, Camelia Lemnaru, Adrian Munteanu

Sensors, 2022

Local Field Potential Microstate Analysis.

Andreea Salagean, Andreea-Madalina Pasc, Eugen-Richard Ardelean, Raul Cristian Muresan, Vasile V. Moca, Mihaela Dînsoreanu, Rodica Potolea, Camelia Lemnaru

Proceedings of the 18th IEEE International Conference on Intelligent Computer Communication and Processing, 2022

Extracting Settings from Multilingual Recipes with Various Sequence Tagging Models: an Experimental Study.

Cosmina Radu, Carla-Elena Staicu, Livia-Maria Mitrica, Mihaela Dînsoreanu, Rodica Potolea, Camelia Lemnaru

Proceedings of the 18th IEEE International Conference on Intelligent Computer Communication and Processing, 2022

Instructions Are All You Need: Cooking Parameters Classification for Monolingual Recipes.

Alex-Mihai Lapusan, Rares-Liviu Horge, Sara Petres, Mihaela Dînsoreanu, Rodica Potolea, Camelia Lemnaru

Proceedings of the 18th IEEE International Conference on Intelligent Computer Communication and Processing, 2022

Knowledge inference from home appliances data.

Catalin Firte, Loredana Iamnitchi, Raluca Portase, Ramona Tolas, Rodica Potolea, Mihaela Dînsoreanu, Camelia Lemnaru

Proceedings of the 18th IEEE International Conference on Intelligent Computer Communication and Processing, 2022

Enhancements on a Pipeline Approach for Abstract Meaning Representation Parsing.

Alexandru Frasie, Nicoleta-Teodora Vezan, Georgiana Marian, Florin Cristian Macicasan, Camelia Lemnaru

Proceedings of the Engineering Applications of Neural Networks, 2022

2021

Intent Detection and Slot Filling with Capsule Net Architectures for a Romanian Home Assistant.

Anda Stoica, Tibor Kadar, Camelia Lemnaru, Rodica Potolea, Mihaela Dînsoreanu

Sensors, 2021

Approaching the Semantic Segmentation in Medical Problems: A Solution for Pneumothorax Detection.

Calin Timbus, Vlad Miclea, Camelia Lemnaru

Proceedings of the 16th International Joint Conference on Computer Vision, 2021

Semantically Enriching Embeddings of Highly Inflectable Verbs for Improving Intent Detection in a Romanian Home Assistant Scenario.

Andrei-Cristian Rad, Ioan-Horia-Mihai Muntean, Anda-Diana Stoica, Camelia Lemnaru, Rodica Potolea, Mihaela Dînsoreanu

Proceedings of the Advances in Intelligent Data Analysis XIX, 2021

A Generative Adversarial Approach for the Detection of Typical and Drowned Action Potentials.

Alexandru Dodon, Marius Adrian Calugar, Rodica Potolea, Camelia Lemnaru, Mihaela Dînsoreanu, Vasile V. Moca, Raul Cristian Muresan

Proceedings of the 17th IEEE International Conference on Intelligent Computer Communication and Processing, 2021

Weighted Principal Component Analysis based on statistical properties of features for Spike Sorting.

Roxana Ioana Aldea, Mihaela Dînsoreanu, Rodica Potolea, Camelia Lemnaru, Raul Cristian Muresan, Vasile Vlad Moca

Proceedings of the 17th IEEE International Conference on Intelligent Computer Communication and Processing, 2021

2020

A Two Stage Approach for AMR Parsing Using the Concept Inference Order.

Roxana Pop, Florin Cristian Macicasan, Camelia Lemnaru

Proceedings of the 16th IEEE International Conference on Intelligent Computer Communication and Processing, 2020

Enhancing the Classification of EEG Signals using Wasserstein Generative Adversarial Networks.

Vlad Mihai Petrutiu, Liana-Daniela Palcu, Camelia Lemnaru, Mihaela Dînsoreanu, Rodica Potolea, Raul Cristian Muresan, Vasile Vlad Moca

Proceedings of the 16th IEEE International Conference on Intelligent Computer Communication and Processing, 2020

Using Symbolic Analysis of Local Field Potentials for Anesthesia Depth Prediction.

Ioana Onofrei, Andreea Salagean, Narcisa Sîrca, Vasile V. Moca, Adriana Nagy-Dabâcan, Raul Cristian Muresan, Rodica Potolea, Mihaela Dînsoreanu, Camelia Lemnaru

Proceedings of the 16th IEEE International Conference on Intelligent Computer Communication and Processing, 2020

Detecting Malicious URLs Based on Machine Learning Algorithms and Word Embeddings.

Andrei Crisan, Gabriel Florea, Lorand Halasz, Camelia Lemnaru, Ciprian Oprisa

Proceedings of the 16th IEEE International Conference on Intelligent Computer Communication and Processing, 2020

A System for Managing and Processing Industrial Sensor Data: SMS.

Codrin-Mihai Chira, Raluca Portase, Ramona Tolas, Camelia Lemnaru, Rodica Potolea

Proceedings of the 16th IEEE International Conference on Intelligent Computer Communication and Processing, 2020

Concept Identification with Sequence-to-Sequence Models in Abstract Meaning Representation Parsing.

Orsolya Bernadett Batiz, Robert Paul Helmer, Roxana Pop, Florin Cristian Macicasan, Camelia Lemnaru

Proceedings of the 16th IEEE International Conference on Intelligent Computer Communication and Processing, 2020

The Impact of Romanian Diacritics on Intent Detection and Slot Filling.

Anda-Diana Stoica, Andrei-Cristian Rad, Ioan-Horia-Mihai Muntean, George Daian, Camelia Lemnaru, Rodica Potolea, Mihaela Dînsoreanu

Proceedings of the IEEE International Conference on Automation, 2020

2019

Discovering Discriminative Nodes for Classification with Deep Graph Convolutional Methods.

Liana-Daniela Palcu, Marius Supuran, Camelia Lemnaru, Mihaela Dînsoreanu, Rodica Potolea, Raul Cristian Muresan

Proceedings of the New Frontiers in Mining Complex Patterns - 8th International Workshop, 2019

The Impact of Data Challenges on Intent Detection and Slot Filling for the Home Assistant Scenario.

Anda Stoica, Tibor Kadar, Camelia Lemnaru, Rodica Potolea, Mihaela Dînsoreanu

Proceedings of the 15th IEEE International Conference on Intelligent Computer Communication and Processing, 2019

Space Breakdown Method A new approach for density-based clustering.

Eugen-Richard Ardelean, Alexander Stanciu, Mihaela Dînsoreanu, Rodica Potolea, Camelia Lemnaru, Vasile Vlad Moca

Proceedings of the 15th IEEE International Conference on Intelligent Computer Communication and Processing, 2019

Keyword Spotting using Dynamic Time Warping and Convolutional Recurrent Networks.

Erika-Timea Albert, Camelia Lemnaru, Mihaela Dînsoreanu, Rodica Potolea

Proceedings of the 15th IEEE International Conference on Intelligent Computer Communication and Processing, 2019

Understanding and Addressing Change in Computer Science Education.

Rodica Potolea, Camelia Lemnaru

Proceedings of the 22nd International Conference on Control Systems and Computer Science, 2019

2018

Dealing with overlap and imbalance: a new metric and approach.

Zalán Borsos, Camelia Lemnaru, Rodica Potolea

Pattern Anal. Appl., 2018

A Comparative Study of Methods Used in the Analysis and Prediction of Financial Data.

Ioana Angela Socaci, Camelia Lemnaru

Proceedings of the Mining Intelligence and Knowledge Exploration, 2018

Semantic segmentation-based traffic sign detection and recognition using deep learning techniques.

Calin Timbus, Vlad Miclea, Camelia Lemnaru

Proceedings of the 14th IEEE International Conference on Intelligent Computer Communication and Processing, 2018

Enhancements on a Transition-Based Approach for AMR Parsing Using LSTM Networks.

Roxana Pop, Anda Dregan, Florin Cristian Macicasan, Camelia Lemnaru, Rodica Potolea

Proceedings of the 14th IEEE International Conference on Intelligent Computer Communication and Processing, 2018

An early fusion approach for multimodal emotion recognition using deep recurrent networks.

Beniamin Bucur, Iulia Somfelean, Alexandru Ghiurutan, Camelia Lemnaru, Mihaela Dînsoreanu

Proceedings of the 14th IEEE International Conference on Intelligent Computer Communication and Processing, 2018

2017

Complex Localization in the Multiple Instance Learning Context.

Dan-Ovidiu Graur, Razvan-Alexandru Maris, Rodica Potolea, Mihaela Dînsoreanu, Camelia Lemnaru

Proceedings of the New Frontiers in Mining Complex Patterns - 6th International Workshop, 2017

From image captioning to video summary using deep recurrent networks and unsupervised segmentation.

Bogdan-Andrei Morosanu, Camelia Lemnaru

Proceedings of the Tenth International Conference on Machine Vision, 2017

A transition-based approach for AMR parsing using LSTM networks.

Silviana Cimpian, Andreea Lazar, Florin Cristian Macicasan, Camelia Lemnaru

Proceedings of the 13th IEEE International Conference on Intelligent Computer Communication and Processing, 2017

2016

Feature Engineered Relation Extraction - Medical Documents Setting.

Ioana Barbantan, Mihaela Porumb, Camelia Lemnaru, Rodica Potolea

Int. J. Web Inf. Syst., 2016

Detection and prevention system against cyber attacks and botnet malware for information systems and Internet of Things.

Ionut Indre, Camelia Lemnaru

Proceedings of the IEEE 12th International Conference on Intelligent Computer Communication and Processing, 2016

Semantic-based IoT device discovery and recommendation mechanism.

Stefana Chirila, Camelia Lemnaru, Mihaela Dînsoreanu

Proceedings of the IEEE 12th International Conference on Intelligent Computer Communication and Processing, 2016

Syllabification with Frequent Sequence Patterns - A Language Independent Approach.

Adrian Bona, Camelia Lemnaru, Rodica Potolea

Proceedings of the 8th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K 2016) - Volume 1: KDIR, Porto - Portugal, November 9, 2016

2015

REMed: automatic relation extraction from medical documents.

Mihaela Porumb, Ioana Barbantan, Camelia Lemnaru, Rodica Potolea

Proceedings of the 17th International Conference on Information Integration and Web-based Applications & Services, 2015

Concept extraction from medical documents a contextual approach.

Gyorgy Szenasi, Camelia Lemnaru, Ioana Barbantan

Proceedings of the IEEE International Conference on Intelligent Computer Communication and Processing, 2015

Pre-processing flow for enhancing learning from medical data.

Sebastian Muresan, Ioana Faloba, Camelia Lemnaru, Rodica Potolea

Proceedings of the IEEE International Conference on Intelligent Computer Communication and Processing, 2015

A multi-objective evolutionary approach to imbalanced classification problems.

Camelia Chira, Camelia Lemnaru

Proceedings of the IEEE International Conference on Intelligent Computer Communication and Processing, 2015

A learning-based approach for Romanian syllabification and stress assignment.

Diana Balc, Anamaria Beleiu, Rodica Potolea, Camelia Lemnaru

Proceedings of the IEEE International Conference on Intelligent Computer Communication and Processing, 2015

Topic Oriented Auto-completion Models.

Stefan Prisca, Mihaela Dînsoreanu, Camelia Lemnaru

Proceedings of the KDIR 2015, 2015

Assessing Vertex Relevance based on Community Detection.

Paul Parau, Camelia Lemnaru, Rodica Potolea

Proceedings of the KDIR 2015, 2015

Evolutionary Cost-Sensitive Balancing: A Generic Method for Imbalanced Classification Problems.

Camelia Lemnaru, Rodica Potolea

Proceedings of the EVOLVE, 2015

2014

Disease Identification in Electronic Health Records - An Ontology based Approach.

Ioana Barbantan, Camelia Lemnaru, Rodica Potolea

Proceedings of the KDIR 2014 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Rome, Italy, 21, 2014

2013

Distributed Methodologies for Imbalanced Classification Problems: Parameter Analysis and Tuning.

Camelia Lemnaru, Adrian Bona, Rodica Potolea

Proceedings of the IEEE 12th International Symposium on Parallel and Distributed Computing, 2013

2012

A Distributed Methodology for Imbalanced Classification Problems.

Camelia Lemnaru, Mihai Cuibus, Adrian Bona, Andrei Alic, Rodica Potolea

Proceedings of the 11th International Symposium on Parallel and Distributed Computing, 2012

A Hybrid Solution for Imbalanced Classification Problems - Case Study on Network Intrusion Detection.

Camelia Lemnaru, Andreea Tudose-Vintila, Andrei Coclici, Rodica Potolea

Proceedings of the KDIR 2012 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Barcelona, Spain, 4, 2012

A System for Historical Documents Transcription based on Hierarchical Classification and Dictionary Matching.

Camelia Lemnaru, Andreea Sin-Neamtiu, Mihai-Andrei Veres, Rodica Potolea

Proceedings of the KDIR 2012 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Barcelona, Spain, 4, 2012

2011

Solving NP-Complete Problems on the CUDA Architecture Using Genetic Algorithms.

Mihai Calin Feier, Camelia Lemnaru, Rodica Potolea

Proceedings of the 10th International Symposium on Parallel and Distributed Computing, 2011

The Parallel Classification of Very Large Collections of Data on Multi-core Platforms.

Dodut Aurora Andrada, Camelia Lemnaru, Rodica Potolea

Proceedings of the 10th International Symposium on Parallel and Distributed Computing, 2011

A Comprehensive Study of the Effect of Class Imbalance on the Performance of Classifiers.

Rodica Potolea, Camelia Lemnaru

Proceedings of the ICEIS 2011, 2011

Imbalanced Classification Problems: Systematic Study, Issues and Best Practices.

Camelia Lemnaru, Rodica Potolea

Proceedings of the Enterprise Information Systems - 13th International Conference, 2011

Static and dynamic user type identification in adaptive e-learning with unsupervised methods.

Camelia Lemnaru, Adina Anca Firte, Rodica Potolea

Proceedings of the IEEE International Conference on Intelligent Computer Communication and Processing, 2011

2010

Dealing with Imbalanced Problems - Issues and Best Practices.

Rodica Potolea, Camelia Lemnaru

Proceedings of the ICEIS 2010 - Proceedings of the 12th International Conference on Enterprise Information Systems, Volume 2, AIDSS, Funchal, Madeira, Portugal, June 8, 2010

Meta-learning Framework for Prediction Strategy Evaluation.

Rodica Potolea, Silviu Cacoveanu, Camelia Lemnaru

Proceedings of the Enterprise Information Systems - 12th International Conference, 2010

A Hierarchical Approach for the Offline Handwritten Signature Recognition.

Rodica Potolea, Ioana Barbantan, Camelia Lemnaru

Proceedings of the Enterprise Information Systems - 12th International Conference, 2010

A Hierarchical Handwritten Offline Signature Recognition System.

Ioana Barbantan, Camelia Lemnaru, Rodica Potolea

Proceedings of the ICEIS 2010 - Proceedings of the 12th International Conference on Enterprise Information Systems, Volume 2, AIDSS, Funchal, Madeira, Portugal, June 8, 2010