Rodica Potolea
Orcid: 0000-0002-7051-3691Affiliations:
- Technical University of Cluj-Napoca, Romania
According to our database1,
Rodica Potolea
authored at least 117 papers
between 2001 and 2025.
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Bibliography
2025
Knowl. Inf. Syst., February, 2025
Assessing language models' task and language transfer capabilities for sentiment analysis in dialog data.
Comput. Speech Lang., 2025
2024
Int. J. Inf. Sec., June, 2024
Sensors, April, 2024
Advancements in Household Data Mining: Fine-Tuning of Usage Pattern Inference Pipeline.
Proceedings of the 9th International Conference on Internet of Things, 2024
From Text to Taste: Advancing Smart Appliances with Multilingual Recipe Interpretation.
Proceedings of the 40th International Conference on Data Engineering, ICDE 2024, 2024
Proceedings of the 20th IEEE International Conference on Intelligent Computer Communication and Processing, 2024
Hybrid Statistical and AI Methods for Synthetic Time Series Generation in Practical Applications.
Proceedings of the 20th IEEE International Conference on Intelligent Computer Communication and Processing, 2024
Advancing IoT Data Utilization: Generating and Evaluating Synthetic Time Series Data.
Proceedings of the 20th IEEE International Conference on Intelligent Computer Communication and Processing, 2024
Proceedings of the 20th IEEE International Conference on Intelligent Computer Communication and Processing, 2024
Proceedings of the 20th IEEE International Conference on Intelligent Computer Communication and Processing, 2024
Cook Smarter Not Harder: Enhancing Learning Capacity in Smart Ovens with Supplementary Data.
Proceedings of the 20th IEEE International Conference on Intelligent Computer Communication and Processing, 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
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
Predictive Maintenance - Exploring strategies for Remaining Useful Life (RUL) prediction.
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
2021
Intent Detection and Slot Filling with Capsule Net Architectures for a Romanian Home Assistant.
Sensors, 2021
Scalable Data Model for Traffic Congestion Avoidance in a Vehicle to Cloud Infrastructure.
Sensors, 2021
Proceedings of the 20th International Symposium on Parallel and Distributed Computing, 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
Proceedings of the 17th IEEE International Conference on Intelligent Computer Communication and Processing, 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
Proceedings of the 13th International Joint Conference on Knowledge Discovery, 2021
2020
Proceedings of the iiWAS '20: The 22nd International Conference on Information Integration and Web-based Applications & Services, Virtual Event / Chiang Mai, Thailand, November 30, 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
Proceedings of the 16th IEEE International Conference on Intelligent Computer Communication and Processing, 2020
Proceedings of the IEEE International Conference on Automation, 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
Proceedings of the 23rd International Conference on System Theory, Control and Computing, 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
A Robust Vehicle Trajectory Prediction System Deep learning based approach with a novel fusion technique.
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 11th International Joint Conference on Knowledge Discovery, 2019
Proceedings of the 22nd International Conference on Control Systems and Computer Science, 2019
2018
Pattern Anal. Appl., 2018
Proceedings of the Mining Intelligence and Knowledge Exploration, 2018
Proceedings of the Mining Intelligence and Knowledge Exploration, 2018
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
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
2017
Proceedings of the New Frontiers in Mining Complex Patterns - 6th International Workshop, 2017
Proceedings of the New Frontiers in Mining Complex Patterns - 6th International Workshop, 2017
Proceedings of the 13th IEEE International Conference on Intelligent Computer Communication and Processing, 2017
Proceedings of the 13th IEEE International Conference on Intelligent Computer Communication and Processing, 2017
Proceedings of the 13th IEEE International Conference on Intelligent Computer Communication and Processing, 2017
Proceedings of the Computing in Cardiology, 2017
2016
Int. J. Web Inf. Syst., 2016
Proceedings of the 18th International Conference on Information Integration and Web-based Applications and Services, 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
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
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
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 KDIR 2015, 2015
Evolutionary Cost-Sensitive Balancing: A Generic Method for Imbalanced Classification Problems.
Proceedings of the EVOLVE, 2015
Proceedings of the 20th International Conference on Control Systems and Computer Science, 2015
2014
Towards Cross Language Morphologic Negation Identification in Electronic Health Records.
Proceedings of the Mobile Networks and Management - 6th International Conference, 2014
Proceedings of the KDIR 2014 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Rome, Italy, 21, 2014
Proceedings of the Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2014
Proceedings of the KDIR 2014 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Rome, Italy, 21, 2014
Proceedings of the KDIR 2014 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Rome, Italy, 21, 2014
Moving computations from run-time to compile-time: hyper-metaprogramming in practice.
Proceedings of the Computing Frontiers Conference, CF'14, 2014
Proceedings of the IEEE International Conference on Automation, 2014
2013
Proceedings of the 15th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2013
Evaluation of sentiment polarity prediction using a dimensional and a categorical approach.
Proceedings of the 7th Conference on Speech Technology and Human-Computer Dialogue, 2013
Distributed Methodologies for Imbalanced Classification Problems: Parameter Analysis and Tuning.
Proceedings of the IEEE 12th International Symposium on Parallel and Distributed Computing, 2013
Proceedings of the 15th International Conference on Information Integration and Web-based Applications & Services, 2013
2012
Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics, 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
Proceedings of the Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2012
A Unified Approach for Context-sensitive Recommendations.
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
Proceedings of the 10th International Symposium on Parallel and Distributed Computing, 2011
Semantically Enhancing Multimedia Data Warehouses - Using Ontologies as Part of the Metadata.
Proceedings of the ICEIS 2011, 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
Proceedings of the IEEE International Conference on Intelligent Computer Communication and Processing, 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
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
Evaluating Prediction Strategies in an Enhanced Meta-learning Framework.
Proceedings of the ICEIS 2010 - Proceedings of the 12th International Conference on Enterprise Information Systems, Volume 2, AIDSS, Funchal, Madeira, Portugal, June 8, 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
2009
Proceedings of the 11th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2009
Towards a Unified Strategy for the Preprocessing Step in Data Mining.
Proceedings of the ICEIS 2009, 2009
2008
Health Informatics J., 2008
Towards a Combined Approach to Feature Selection.
Proceedings of the ICSOFT 2008, 2008
2007
Proceedings of the Ninth International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2007
Proceedings of the Third International Conference on Natural Computation, 2007
2006
2002
Int. J. Artif. Intell. Tools, 2002
2001
Proceedings of the 13th IEEE International Conference on Tools with Artificial Intelligence, 2001