Rodica Potolea

Affiliations:
  • Technical University of Cluj-Napoca, Romania


According to our database1, Rodica Potolea authored at least 87 papers between 2001 and 2021.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

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

Periodicity detection algorithm and applications on IoT data.
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

2020
Urban Traffic Simulation Methodology for Connected Vehicles Congestion Avoidance.
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

Enhancing Tokenization by Embedding Romanian Language Specific Morphology.
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

Using Symbolic Analysis of Local Field Potentials for Anesthesia Depth Prediction.
Proceedings of the 16th IEEE International Conference on Intelligent Computer Communication and Processing, 2020

Modern approaches to preprocessing industrial data.
Proceedings of the 16th IEEE International Conference on Intelligent Computer Communication and Processing, 2020

Optimising the pool test method for COVID-19 using evolutionary algorithms.
Proceedings of the 16th IEEE International Conference on Intelligent Computer Communication and Processing, 2020

A System for Managing and Processing Industrial Sensor Data: SMS.
Proceedings of the 16th IEEE International Conference on Intelligent Computer Communication and Processing, 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

Smart Driving Methodology for Connected Cars.
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

Space Breakdown Method A new approach for density-based clustering.
Proceedings of the 15th IEEE International Conference on Intelligent Computer Communication and Processing, 2019

Keyword Spotting using Dynamic Time Warping and Convolutional Recurrent Networks.
Proceedings of the 15th IEEE International Conference on Intelligent Computer Communication and Processing, 2019

Routing Algorithms in Connected Cars Context.
Proceedings of the 11th International Joint Conference on Knowledge Discovery, 2019

Understanding and Addressing Change in Computer Science Education.
Proceedings of the 22nd International Conference on Control Systems and Computer Science, 2019

2018
Dealing with overlap and imbalance: a new metric and approach.
Pattern Anal. Appl., 2018

Connected Cars Traffic Flow Balancing Based on Classification and Calibration.
Proceedings of the Mining Intelligence and Knowledge Exploration, 2018

Analysing a Periodical and Multi-dimensional Time Series.
Proceedings of the Mining Intelligence and Knowledge Exploration, 2018

Cross Documents Concept Augmentation.
Proceedings of the 14th IEEE International Conference on Intelligent Computer Communication and Processing, 2018

Segment Trees based Traffic Congestion Avoidance in Connected Cars Context.
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.
Proceedings of the 14th IEEE International Conference on Intelligent Computer Communication and Processing, 2018

Super-Resolution Generator Networks: A comparative study.
Proceedings of the 14th IEEE International Conference on Intelligent Computer Communication and Processing, 2018

2017
Complex Localization in the Multiple Instance Learning Context.
Proceedings of the New Frontiers in Mining Complex Patterns - 6th International Workshop, 2017

A Scaled-Correlation Based Approach for Defining and Analyzing Functional Networks.
Proceedings of the New Frontiers in Mining Complex Patterns - 6th International Workshop, 2017

Classification of EEG signals in an object recognition task.
Proceedings of the 13th IEEE International Conference on Intelligent Computer Communication and Processing, 2017

Artifact detection in EEG using machine learning.
Proceedings of the 13th IEEE International Conference on Intelligent Computer Communication and Processing, 2017

Time series - A taxonomy based survey.
Proceedings of the 13th IEEE International Conference on Intelligent Computer Communication and Processing, 2017

Robust Feature Extraction from Noisy ECG for Atrial Fibrillation Detection.
Proceedings of the Computing in Cardiology, 2017

2016
Feature Engineered Relation Extraction - Medical Documents Setting.
Int. J. Web Inf. Syst., 2016

Meta-NEAT, meta-analysis of neuroevolving topologies.
Proceedings of the 18th International Conference on Information Integration and Web-based Applications and Services, 2016

Learning relations using semantic-based vector similarity.
Proceedings of the IEEE 12th International Conference on Intelligent Computer Communication and Processing, 2016

Unsupervised Classification of Opinions.
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

The Longest Common Subsequence Distance using a Complexity Factor.
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

Syllabification with Frequent Sequence Patterns - A Language Independent Approach.
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

Learning Diagnosis from Electronic Health Records.
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.
Proceedings of the 17th International Conference on Information Integration and Web-based Applications & Services, 2015

A language independent user adaptable approach for word auto-completion.
Proceedings of the IEEE International Conference on Intelligent Computer Communication and Processing, 2015

Pre-processing flow for enhancing learning from medical data.
Proceedings of the IEEE International Conference on Intelligent Computer Communication and Processing, 2015

A learning-based approach for Romanian syllabification and stress assignment.
Proceedings of the IEEE International Conference on Intelligent Computer Communication and Processing, 2015

Assessing Vertex Relevance based on Community Detection.
Proceedings of the KDIR 2015, 2015

Data Driven Structural Similarity.
Proceedings of the KDIR 2015, 2015

Evolutionary Cost-Sensitive Balancing: A Generic Method for Imbalanced Classification Problems.
Proceedings of the EVOLVE, 2015

General Efficiency Analysis for the Sparrow Programming Language.
Proceedings of the 20th International Conference on Control Systems and Computer Science, 2015

2014
Opinion-driven communities' detection.
Int. J. Web Inf. Syst., 2014

Towards Cross Language Morphologic Negation Identification in Electronic Health Records.
Proceedings of the Mobile Networks and Management - 6th International Conference, 2014

Learning Good Opinions from Just Two Words Is Not Bad.
Proceedings of the KDIR 2014 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Rome, Italy, 21, 2014

Modeling Sentiment Polarity with Meta-features to Achieve Domain-Independence.
Proceedings of the Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2014

Sentiment Polarity Extension for Context-Sensitive Recommender Systems .
Proceedings of the KDIR 2014 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Rome, Italy, 21, 2014

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

2013
Compiler Design for Hyper-metaprogramming.
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

A scalable approach for Contradiction Detection driven by Opinion mining.
Proceedings of the 15th International Conference on Information Integration and Web-based Applications & Services, 2013

2012
Adaptable swarm intelligence framework.
Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics, 2012

A Distributed Methodology for Imbalanced Classification Problems.
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

Towards a Unified Thematic Model for Recommending Context-Sensitive Content.
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
Solving NP-Complete Problems on the CUDA Architecture Using Genetic Algorithms.
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

Towards Fast Bioinformatics Algorithms: Benchmarking the GPGPU.
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

Imbalanced Classification Problems: Systematic Study, Issues and Best Practices.
Proceedings of the Enterprise Information Systems - 13th International Conference, 2011

A method for dinamically creating data cube structures.
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

A layered approach for enabling context-sensitive content.
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

Meta-learning Framework for Prediction Strategy Evaluation.
Proceedings of the Enterprise Information Systems - 12th International Conference, 2010

A Hierarchical Approach for the Offline Handwritten Signature Recognition.
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
Unified Strategy for Feature Selection and Data Imputation.
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
ProICET: a cost-sensitive system for prostate cancer data.
Health Informatics J., 2008

Towards a Combined Approach to Feature Selection.
Proceedings of the ICSOFT 2008, 2008

2007
Finding the Optimal Read Buffer Size for Grid Applications.
Proceedings of the Ninth International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2007

ProICET - A Cost-Sensitive System for the Medical Domain.
Proceedings of the Third International Conference on Natural Computation, 2007

2006
Benchmark Problems for Constraint Solving
CoRR, 2006

2002
Data Flow Coherence Constraints for Pruning the Search Space in ILP Tools.
Int. J. Artif. Intell. Tools, 2002

2001
Data Flow Coherence Criteria in ILP Tools.
Proceedings of the 13th IEEE International Conference on Tools with Artificial Intelligence, 2001


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