Camelia Lemnaru
Orcid: 0000-0002-4901-9808
According to our database1,
Camelia Lemnaru
authored at least 63 papers
between 2010 and 2025.
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Bibliography
2025
Assessing language models' task and language transfer capabilities for sentiment analysis in dialog data.
Comput. Speech Lang., 2025
2024
From Text to Taste: Advancing Smart Appliances with Multilingual Recipe Interpretation.
Proceedings of the 40th International Conference on Data Engineering, ICDE 2024, 2024
2023
Evolving a Pipeline Approach for Abstract Meaning Representation Parsing Towards Dynamic Neural Networks.
Int. J. Neural Syst., July, 2023
Unsupervised Clustering and Explainable AI for Unveiling Behavioral Variations Across Time in Home-Appliance Generated Data.
Proceedings of the Information Integration and Web Intelligence, 2023
Proceedings of the Information Integration and Web Intelligence, 2023
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.
Sensors, 2022
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.
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.
Proceedings of the 18th IEEE International Conference on Intelligent Computer Communication and Processing, 2022
Proceedings of the 18th IEEE International Conference on Intelligent Computer Communication and Processing, 2022
Proceedings of the Engineering Applications of Neural Networks, 2022
2021
Intent Detection and Slot Filling with Capsule Net Architectures for a Romanian Home Assistant.
Sensors, 2021
Approaching the Semantic Segmentation in Medical Problems: A Solution for Pneumothorax Detection.
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.
Proceedings of the Advances in Intelligent Data Analysis XIX, 2021
A Generative Adversarial Approach for the Detection of Typical and Drowned Action Potentials.
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.
Proceedings of the 17th IEEE International Conference on Intelligent Computer Communication and Processing, 2021
2020
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.
Proceedings of the 16th IEEE International Conference on Intelligent Computer Communication and Processing, 2020
Proceedings of the 16th IEEE International Conference on Intelligent Computer Communication and Processing, 2020
Proceedings of the 16th IEEE International Conference on Intelligent Computer Communication and Processing, 2020
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.
Proceedings of the 16th IEEE International Conference on Intelligent Computer Communication and Processing, 2020
Proceedings of the IEEE International Conference on Automation, 2020
2019
Discovering Discriminative Nodes for Classification with Deep Graph Convolutional Methods.
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.
Proceedings of the 15th IEEE International Conference on Intelligent Computer Communication and Processing, 2019
Proceedings of the 15th IEEE International Conference on Intelligent Computer Communication and Processing, 2019
Proceedings of the 15th IEEE International Conference on Intelligent Computer Communication and Processing, 2019
Proceedings of the 22nd International Conference on Control Systems and Computer Science, 2019
2018
Pattern Anal. Appl., 2018
A Comparative Study of Methods Used in the Analysis and Prediction of Financial Data.
Proceedings of the Mining Intelligence and Knowledge Exploration, 2018
Semantic segmentation-based traffic sign detection and recognition using deep learning techniques.
Proceedings of the 14th IEEE International Conference on Intelligent Computer Communication and Processing, 2018
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.
Proceedings of the 14th IEEE International Conference on Intelligent Computer Communication and Processing, 2018
2017
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.
Proceedings of the Tenth International Conference on Machine Vision, 2017
Proceedings of the 13th IEEE International Conference on Intelligent Computer Communication and Processing, 2017
2016
Int. J. Web Inf. Syst., 2016
Detection and prevention system against cyber attacks and botnet malware for information systems and Internet of Things.
Proceedings of the IEEE 12th International Conference on Intelligent Computer Communication and Processing, 2016
Proceedings of the IEEE 12th International Conference on Intelligent Computer Communication and Processing, 2016
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
Proceedings of the 17th International Conference on Information Integration and Web-based Applications & Services, 2015
Proceedings of the IEEE International Conference on Intelligent Computer Communication and Processing, 2015
Proceedings of the IEEE International Conference on Intelligent Computer Communication and Processing, 2015
Proceedings of the IEEE International Conference on Intelligent Computer Communication and Processing, 2015
Proceedings of the IEEE International Conference on Intelligent Computer Communication and Processing, 2015
Proceedings of the KDIR 2015, 2015
Evolutionary Cost-Sensitive Balancing: A Generic Method for Imbalanced Classification Problems.
Proceedings of the EVOLVE, 2015
2014
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.
Proceedings of the IEEE 12th International Symposium on Parallel and Distributed Computing, 2013
2012
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.
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.
Proceedings of the KDIR 2012 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Barcelona, Spain, 4, 2012
2011
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.
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.
Proceedings of the ICEIS 2011, 2011
Proceedings of the Enterprise Information Systems - 13th International Conference, 2011
Static and dynamic user type identification in adaptive e-learning with unsupervised methods.
Proceedings of the IEEE International Conference on Intelligent Computer Communication and Processing, 2011
2010
Dealing with Imbalanced Problems - Issues and Best Practices.
Proceedings of the ICEIS 2010 - Proceedings of the 12th International Conference on Enterprise Information Systems, Volume 2, AIDSS, Funchal, Madeira, Portugal, June 8, 2010
Proceedings of the Enterprise Information Systems - 12th International Conference, 2010
Proceedings of the Enterprise Information Systems - 12th International Conference, 2010
A Hierarchical Handwritten Offline Signature Recognition System.
Proceedings of the ICEIS 2010 - Proceedings of the 12th International Conference on Enterprise Information Systems, Volume 2, AIDSS, Funchal, Madeira, Portugal, June 8, 2010