Rodica Potolea

ORCID

Publication Activity (10 Years)

Years Active: 2001-2025
Publications (10 Years): 61

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)
Raluca Portase, Ramona Tolas, Rodica Potolea
SmartLaundry: A Real-Time System for Public Laundry Allocation in Smart Cities. Sensors 24 (7) (2024)
Diana-Elena Petrean, Rodica Potolea
Homomorphic encrypted Yara rules evaluation. J. Inf. Secur. Appl. 82 (2024)
Diana-Elena Petrean, Rodica Potolea
Random forest evaluation using multi-key homomorphic encryption and lookup tables. Int. J. Inf. Sec. 23 (3) (2024)
Vlad-Andrei Negru, Robert Vacareanu, Camelia Lemnaru, Mihai Surdeanu, Rodica Potolea
From Text to Taste: Advancing Smart Appliances with Multilingual Recipe Interpretation. ICDEW (2024)
Ramona Tolas, Raluca Portase, Rodica Potolea
Advancements in Household Data Mining: Fine-Tuning of Usage Pattern Inference Pipeline. IoTBDS (2024)
Ramona Tolas, Raluca Portase, Rodica Potolea
GeMSyD: Generic Framework for Synthetic Data Generation. Data 9 (1) (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)
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)
Eliza Maria Olariu, Raluca Portase, Ramona Tolas, Rodica Potolea
Predictive Maintenance - Exploring strategies for Remaining Useful Life (RUL) prediction. ICCP (2022)
Ramona Tolas, Raluca Portase, Andrei Iosif, Rodica Potolea
Periodicity detection algorithm and applications on IoT data. ISPDC (2021)
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)
Ioan Stan, Bogdan-Paul Ungur, Rodica Potolea
Augmented Van Emde Boas Tree for Connected Vehicles Traffic Modeling. ICCP (2021)
Ioan Stan, Vasile Suciu, Rodica Potolea
Scalable Data Model for Traffic Congestion Avoidance in a Vehicle to Cloud Infrastructure. Sensors 21 (15) (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)
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)
Raluca Portase, Ramona Tolas, Rodica Potolea
MEDIS: Analysis Methodology for Data with Multiple Complexities. KDIR (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)
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)
Andrei Mihalca, Ciprian Oprisa, Rodica Potolea
Hunting for Malware Code in Massive Collections. AQTR (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)
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)
Eliza Maria Olariu, Ramona Tolas, Raluca Portase, Mihaela Dînsoreanu, Rodica Potolea
Modern approaches to preprocessing industrial data. ICCP (2020)
Mihaela Alexandra Vasiu, Rodica Potolea
Enhancing Tokenization by Embedding Romanian Language Specific Morphology. ICCP (2020)
Ioan Stan, Raul Ghisa, Rodica Potolea
Urban Traffic Simulation Methodology for Connected Vehicles Congestion Avoidance. iiWAS (2020)
Cristian Lungu, Rodica Potolea
Optimising the pool test method for COVID-19 using evolutionary algorithms. ICCP (2020)
Lucian Cristea, Rodica Potolea
A Robust Vehicle Trajectory Prediction System Deep learning based approach with a novel fusion technique. ICCP (2019)
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)
Ioan Stan, Vasile Suciu, Rodica Potolea
Smart Driving Methodology for Connected Cars. ICSTCC (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)
Ioan Stan, Vasile Suciu, Rodica Potolea
Routing Algorithms in Connected Cars Context. KEOD (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)
Ioan Stan, Dan Toderici, Rodica Potolea
Segment Trees based Traffic Congestion Avoidance in Connected Cars Context. ICCP (2018)
Ioan Stan, Rodica Potolea
Connected Cars Traffic Flow Balancing Based on Classification and Calibration. MIKE (2018)
Zalán Borsos, Camelia Lemnaru, Rodica Potolea
Dealing with overlap and imbalance: a new metric and approach. Pattern Anal. Appl. 21 (2) (2018)
Octavian Lucian Hasna, Rodica Potolea
Analysing a Periodical and Multi-dimensional Time Series. MIKE (2018)
Mihaela Alexandra Vasiu, Luminita Madalina Marghescu, Ioana Barbantan, Rodica Potolea
Cross Documents Concept Augmentation. ICCP (2018)
Cristian Lungu, Rodica Potolea
Super-Resolution Generator Networks: A comparative study. ICCP (2018)
Octavian Lucian Hasna, Rodica Potolea
Robust Feature Extraction from Noisy ECG for Atrial Fibrillation Detection. CinC (2017)
Elena Nedelcu, Raluca Portase, Ramona Tolas, Raul Cristian Muresan, Mihaela Dînsoreanu, Rodica Potolea
Artifact detection in EEG using machine learning. ICCP (2017)
Dan-Ovidiu Graur, Razvan-Alexandru Maris, Rodica Potolea, Mihaela Dînsoreanu, Camelia Lemnaru
Complex Localization in the Multiple Instance Learning Context. NFMCP@PKDD/ECML (2017)
Samuel Dolean, Mihaela Dînsoreanu, Raul Cristian Muresan, Attila Geiszt, Rodica Potolea, Ioana Tincas
A Scaled-Correlation Based Approach for Defining and Analyzing Functional Networks. NFMCP@PKDD/ECML (2017)
Octavian Lucian Hasna, Rodica Potolea
Time series - A taxonomy based survey. ICCP (2017)
Iacob D. Rus, Paul Marc, Mihaela Dînsoreanu, Rodica Potolea, Raul Cristian Muresan
Classification of EEG signals in an object recognition task. ICCP (2017)
Adrian Bona, Camelia Lemnaru, Rodica Potolea
Syllabification with Frequent Sequence Patterns - A Language Independent Approach. KDIR (2016)
Ioana Barbantan, Mihaela Porumb, Camelia Lemnaru, Rodica Potolea
Feature Engineered Relation Extraction - Medical Documents Setting. Int. J. Web Inf. Syst. 12 (3) (2016)
Alexandru Cristian Cosma, Rodica Potolea
Meta-NEAT, meta-analysis of neuroevolving topologies. iiWAS (2016)
Octavian Lucian Hasna, Rodica Potolea
The Longest Common Subsequence Distance using a Complexity Factor. KDIR (2016)
Ioana Barbantan, Rodica Potolea
Learning Diagnosis from Electronic Health Records. KDIR (2016)
Kinga Budai, Mihaela Dînsoreanu, Ioana Barbantan, Rodica Potolea
Learning relations using semantic-based vector similarity. ICCP (2016)
Vlad Vasile Itu, Rodica Potolea, Mihaela Dînsoreanu
Unsupervised Classification of Opinions. KDIR (2016)
Lucian Radu Teodorescu, Vlad Dumitrel, Rodica Potolea
General Efficiency Analysis for the Sparrow Programming Language. CSCS (2015)
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)
Stefan Prisca, Rodica Potolea, Mihaela Dînsoreanu
A language independent user adaptable approach for word auto-completion. ICCP (2015)
Diana Balc, Anamaria Beleiu, Rodica Potolea, Camelia Lemnaru
A learning-based approach for Romanian syllabification and stress assignment. ICCP (2015)
Victor Ionescu, Rodica Potolea, Mihaela Dînsoreanu
Data Driven Structural Similarity. KDIR (2015)
Darius Andrei Suciu, Vlad Vasile Itu, Alexandru Cristian Cosma, Mihaela Dînsoreanu, Rodica Potolea
Learning Good Opinions from Just Two Words Is Not Bad. KDIR (2014)
Ioana Barbantan, Camelia Lemnaru, Rodica Potolea
Disease Identification in Electronic Health Records - An Ontology based Approach. KDIR (2014)
Ioana Barbantan, Rodica Potolea
Exploiting word meaning for negation identification in electronic health records. AQTR (2014)
Octavian Lucian Hasna, Florin Cristian Macicasan, Mihaela Dînsoreanu, Rodica Potolea
Modeling Sentiment Polarity with Meta-features to Achieve Domain-Independence. IC3K (Selected Papers) (2014)
Ioana Barbantan, Rodica Potolea
Towards Cross Language Morphologic Negation Identification in Electronic Health Records. MONAMI (2014)
Mihaela Dînsoreanu, Rodica Potolea
Opinion-driven communities' detection. Int. J. Web Inf. Syst. 10 (4) (2014)
Octavian Lucian Hasna, Florin Cristian Macicasan, Mihaela Dînsoreanu, Rodica Potolea
Sentiment Polarity Extension for Context-Sensitive Recommender Systems . KDIR (2014)
Lucian Radu Teodorescu, Vlad Dumitrel, Rodica Potolea
Moving computations from run-time to compile-time: hyper-metaprogramming in practice. Conf. Computing Frontiers (2014)
Ioana Muresan, Adriana Stan, Mircea Giurgiu, Rodica Potolea
Evaluation of sentiment polarity prediction using a dimensional and a categorical approach. SpeD (2013)
Lucian Radu Teodorescu, Rodica Potolea
Compiler Design for Hyper-metaprogramming. SYNASC (2013)
Camelia Lemnaru, Adrian Bona, Rodica Potolea
Distributed Methodologies for Imbalanced Classification Problems: Parameter Analysis and Tuning. ISPDC (2013)
Mihaela Dînsoreanu, Rodica Potolea
A scalable approach for Contradiction Detection driven by Opinion mining. iiWAS (2013)
Camelia Lemnaru, Mihai Cuibus, Adrian Bona, Andrei Alic, Rodica Potolea
A Distributed Methodology for Imbalanced Classification Problems. ISPDC (2012)
Mihaela Dînsoreanu, Rodica Potolea
Towards a Unified Thematic Model for Recommending Context-Sensitive Content. IC3K (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)
Mihaela Dînsoreanu, Florin Cristian Macicasan, Octavian Lucian Hasna, Rodica Potolea
A Unified Approach for Context-sensitive Recommendations. KDIR (2012)
Mihai Cuibus, Rodica Potolea
Adaptable swarm intelligence framework. WIMS (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)
Andrei Vanea, Rodica Potolea
A method for dinamically creating data cube structures. ICCP (2011)
Andrei Alic, Simona Visan, Rodica Potolea
Towards Fast Bioinformatics Algorithms: Benchmarking the GPGPU. ISPDC (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)
Mihaela Dînsoreanu, Bogdan Neacsa, Catalin Cupse, Rodica Potolea
A layered approach for enabling context-sensitive content. ICCP (2011)
Andrei Vanea, Rodica Potolea
Semantically Enhancing Multimedia Data Warehouses - Using Ontologies as Part of the Metadata. ICEIS (1) (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)
Silviu Cacoveanu, Camelia Vidrighin Bratu, Rodica Potolea
Evaluating Prediction Strategies in an Enhanced Meta-learning Framework. ICEIS (2) (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Rodica Potolea