KEG Publications

Highlighted Publications

From Sensors to Insights: An Original Method for Consumer Behavior Identification in Appliance Usage

Authors: Portase, Raluca Laura; Tolas, Ramona; Potolea, Rodica;

Publication: Electronics

Year: 2024

Pages: 1364

Publisher: MDPI

SmartLaundry: A Real-Time System for Public Laundry Allocation in Smart Cities

Authors: Portase, Raluca Laura; Tolas, Ramona; Potolea, Rodica;

Publication: Sensors

Year: 2024

Pages: 2159

Publisher: MDPI

From Text to Taste: Advancing Smart Appliances with Multilingual Recipe Interpretation

Authors: Negru, Vlad-Andrei; Vacareanu, Robert; Lemnaru, Camelia; Surdeanu, Mihai; Potolea, Rodica;

Publication: 2024 IEEE 40th International Conference on Data Engineering Workshops (ICDEW)

Year: 2024

Pages: 13-20

Publisher: IEEE

A path-based distance computation for non-convexity with applications in clustering

Authors: Ardelean, Eugen-Richard; Portase, Raluca Laura; Potolea, Rodica; Dînșoreanu, Mihaela;

Publication: Knowledge and Information Systems

Year: 2024

Pages: 01-39

Publisher: Springer London London

Improved space breakdown method–A robust clustering technique for spike sorting

Authors: Ardelean, Eugen-Richard; Ichim, Ana-Maria; Dînşoreanu, Mihaela; Mureşan, Raul Cristian;

Publication: Frontiers in Computational Neuroscience

Year: 2023

Pages: 1019637

Publisher: Frontiers Media SA

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

Authors: Negru, Vlad-Andrei; Lemnaru, Camelia; Potolea, Rodica;

Publication: International Conference on Information Integration and Web Intelligence

Year: 2023

Pages: 547-552

Publisher: Springer

A study of autoencoders as a feature extraction technique for spike sorting

Authors: Ardelean, Eugen-Richard; Coporîie, Andreea; Ichim, Ana-Maria; Dînșoreanu, Mihaela; Mureșan, Raul Cristian;

Publication: Plos one

Year: 2023

Pages: e0282810

Publisher: Public Library of Science San Francisco, CA USA

List of publications

Assessing language models’ task and language transfer capabilities for sentiment analysis in dialog data

Authors: Negru, Vlad-Andrei; Suciu, Vasile; Lăpuşan, Alex-Mihai; Lemnaru, Camelia; Dînşoreanu, Mihaela; Potolea, Rodica;

Year: 2025 Pages: 101704 Publisher: Elsevier

GeMSyD: Generic Framework for Synthetic Data Generation

Authors: Tolas, Ramona; Portase, Raluca; Potolea, Rodica;

Year: 2024 Pages: 14 Publisher: MDPI

LEDA - Layered Event-Based Malware Detection Architecture

Authors: Portase, Radu Marian; Portase, Raluca Laura; Colesa, Adrian; Sebestyen, Gheorghe;

Year: 2024 Pages: 6393 Publisher: MDPI

Computational Methods for Brain Signal Analysis during Perception and Action

Authors: Ardelean, Eugen-Richard; Dînșoreanu, Mihaela;

Year: 2024 Publisher: UTPRESS

From Individual Device Usage to Household Energy Consumption Profiling

Authors: Tolas, Ramona; Portase, Raluca; Potolea, Rodica;

Year: 2024 Pages: 2325 Publisher: MDPI

From Sensors to Insights: An Original Method for Consumer Behavior Identification in Appliance Usage

Authors: Portase, Raluca Laura; Tolas, Ramona; Potolea, Rodica;

Year: 2024 Pages: 1364 Publisher: MDPI

From Text to Taste: Advancing Smart Appliances with Multilingual Recipe Interpretation

Authors: Negru, Vlad-Andrei; Vacareanu, Robert; Lemnaru, Camelia; Surdeanu, Mihai; Potolea, Rodica;

Year: 2024 Pages: 13-20 Publisher: IEEE

Asking the Right Questions: Exploiting Hidden Interactions in a Generative Framework for Multilingual, Multitask Classification

Authors: Toma, Sebastian-Antonio; Lemnaru, Camelia; Negru, Vlad Andrei; Potolea, Rodica;

Year: 2024 Pages: 251-266

From Words to Numbers: Your Large Language Model Is Secretly A Capable Regressor When Given In-Context Examples

Authors: Vacareanu, Robert; Negru, Vlad-Andrei; Suciu, Vasile; Surdeanu, Mihai;

Year: 2024

Advancements in Household Data Mining: Fine-Tuning of Usage Pattern Inference Pipeline.

Authors: Tolas, Ramona; Portase, Raluca; Potolea, Rodica;

Year: 2024 Pages: 53-61

A path-based distance computation for non-convexity with applications in clustering

Authors: Ardelean, Eugen-Richard; Portase, Raluca Laura; Potolea, Rodica; Dînșoreanu, Mihaela;

Year: 2024 Pages: Jan-39 Publisher: Springer London London

SmartLaundry: A Real-Time System for Public Laundry Allocation in Smart Cities

Authors: Portase, Raluca Laura; Tolas, Ramona; Potolea, Rodica;

Year: 2024 Pages: 2159 Publisher: MDPI

Sharp detection of oscillation packets in rich time-frequency representations of neural signals

Authors: Ardelean, Eugen-Richard; Bârzan, Harald; Ichim, Ana-Maria; Mureşan, Raul Cristian; Moca, Vasile Vlad;

Year: 2023 Pages: 1112415 Publisher: Frontiers Media SA

Prediction Pipeline on Time Series Data Applied for Usage Prediction on Household Devices

Authors: Portase, Raluca; Tolas, Ramona; Lemnaru, Camelia; Potolea, Rodica;

Year: 2023 Pages: 44-49

Urban Congestion Avoidance Methodology based on Vehicular Traffic Thresholding

Authors: Ioan Stan; Rodica Potolea

Year: 2023 Publisher: Aplied Sciences, Jurnal

Exploiting the Self-Organizing Map for Spike Sorting

Authors: Ardelean, Eugen-Richard; Grosu, George Florin; Terebeş, Romulus; Dînşoreanu, Mihaela;

Year: 2023 Pages: 363-369 Publisher: IEEE

Extracting Appliance Behavior from Heterogeneous Data

Authors: Rus, Iulia-Maria; Portase, Raluca; Tolas, Ramona; Lemnaru, Camelia; Dinsoreanu, Mihaela; Potolea, Rodica;

Year: 2023 Pages: 87-92 Publisher: IEEE

Burst detection in neuronal activity

Authors: Ardelean, Adriana-Ioana; Ardelean, Eugen-Richard; Moca, Vasile Vlad; Mureşan, Raul Cristian; Dînşoreanu, Mihaela;

Year: 2023 Pages: 349-356 Publisher: IEEE

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

Authors: Tolas, Ramona; Portase, Raluca; Lemnaru, Camelia; Dinsoreanu, Mihaela; Potolea, Rodica;

Year: 2023 Pages: 147-161 Publisher: Springer Nature Switzerland Cham

Symbolic Analysis Based Pipeline for EEG Data

Authors: Moisa, Oana Miruna; Pop, Ileana; Ardelean, Eugen-Richard; Moca, Vasile Vlad; Mureşan, Raul Cristian; Dînşoreanu, Mihaela;

Year: 2023 Pages: 371-378 Publisher: IEEE

Spike sorting using Superlets: Identifying feature importance through perturbation

Authors: Ardelean, Eugen-Richard; Terec, Răzvan-Dan; Marieş, Codruţa-Maria; Moca, Vasile Vlad; Mureşan, Raul Cristian; Dînşoreanu, Mihaela;

Year: 2023 Pages: 357-362 Publisher: IEEE

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

Authors: Macicasan, F.; Frasie, A.;Vezan, N.T.; Lemnaru, C.; Potolea, R.;

Year: 2023 Publisher: International Journal of Neural Systems

Improved space breakdown method–A robust clustering technique for spike sorting

Authors: Ardelean, Eugen-Richard; Ichim, Ana-Maria; Dînşoreanu, Mihaela; Mureşan, Raul Cristian;

Year: 2023 Pages: 1019637 Publisher: Frontiers Media SA

Mining User Behavior: Inference of Time-boxed Usage Patterns from Household Generated Data

Authors: Tolas, Ramona; Portase, Raluca; Dinsoreanu, Mihaela; Potolea, Rodica

Year: 2023 Publisher: IEEE

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

Authors: Negru, Vlad-Andrei; Lemnaru, Camelia; Potolea, Rodica;

Year: 2023 Pages: 547-552 Publisher: Springer

A study of autoencoders as a feature extraction technique for spike sorting

Authors: Ardelean, Eugen-Richard; Coporîie, Andreea; Ichim, Ana-Maria; Dînșoreanu, Mihaela; Mureșan, Raul Cristian;

Year: 2023 Pages: e0282810 Publisher: Public Library of Science San Francisco, CA USA

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

Authors: Lăpuşan, Alex-Mihai; Horge, Rareş-Liviu; Petres, Sara; Dînşoreanu, Mihaela; Potolea, Rodica; Lemnaru, Camelia;

Year: 2022 Pages: 73-80 Publisher: IEEE

Spike sorting using Superlets: Evaluation of a novel feature space for the discrimination of neuronal spikes

Authors: Mureșan, Denisa Bianca; Ciure, Raluca-Dana; Ardelean, Eugen Richard; Moca, Vasile Vlad; Mureșan, Raul Cristian; Dînș, Mihaela;

Year: 2022 Pages: 229-235 Publisher: IEEE

Knowledge inference from home appliances data

Authors: Firte, Catalin; Iamnitchi, Loredana; Portase, Raluca; Tolas, Ramona; Potolea, Rodica;

Year: 2022 Publisher: IEEE

Enhancements on a Pipeline Approach for Abstract Meaning Representation Parsing

Authors: Frasie, Alexandru; Vezan, Nicoleta-Teodora; Marian, Georgiana; Macicasan, Florin; Lemnaru, Camelia;

Year: 2022 Pages: 505-516 Publisher: Springer International Publishing Cham

Local Field Potential Microstate Analysis

Authors: Sălăgean, Andreea; Pașc, Andreea-Mădălina; Ardelean, Eugen Richard; Mureșan, Raul C; Moca, Vasile V; Dînșoreanu, Mihaela; Potolea, Rodica; Lemnaru, Camelia;

Year: 2022 Pages: 221-227 Publisher: IEEE

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

Authors: Radu, Cosmina; Staicu, Carla-Elena; Mitrică, Livia-Maria; Dînşoreanu, Mihaela; Potolea, Rodica; Lemnaru, Camelia;

Year: 2022 Pages: 65-72 Publisher: IEEE

Predictive Maintenance-Exploring strategies for Remaining Useful Life (RUL) prediction

Authors: Olariu, Eliza Maria; Portase, Raluca; Tolas, Ramona; Potolea, Rodica;

Year: 2022 Publisher: IEEE

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

Authors: Rad, Andrei-Cristian; Lemnaru, Camelia; Munteanu, Adrian;

Year: 2022 Pages: 7457 Publisher: MDPI

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

Authors: Aldea, Roxana Ioana; Dinsoreanu, Mihaela; Potolea, Rodica; Lemnaru, Camelia; Muresan, Raul Cristian; Moca, Vasile Vlad;

Year: 2021 Pages: 455-460 Publisher: IEEE

Scalable data model for traffic congestion avoidance in a vehicle to cloud infrastructure

Authors: Stan, Ioan; Suciu, Vasile; Potolea, Rodica;

Year: 2021 Pages: 5074 Publisher: MDPI

MEDIS: Analysis Methodology for Data with Multiple Complexities

Authors: Portase, Raluca; Tolas, Ramona; Potolea, Rodica

Year: 2021 Pages: 191-198 Publisher: SciTePress

Intent detection and slot filling with capsule net architectures for a romanian home assistant

Authors: Stoica, Anda; Kadar, Tibor; Lemnaru, Camelia; Potolea, Rodica; Dînşoreanu, Mihaela;

Year: 2021 Pages: 1230 Publisher: MDPI

Augmented Van Emde Boas Tree for Connected Vehicles Traffic Modeling

Authors: Stan, Ioan; Ungur, Bogdan-Paul; Potolea, Rodica;

Year: 2021 Pages: 199-208 Publisher: IEEE

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

Authors: Rad, Andrei-Cristian; Muntean, Ioan-Horia-Mihai; Stoica, Anda-Diana; Lemnaru, Camelia; Potolea, Rodica; Dînșoreanu, Mihaela;

Year: 2021 Pages: 251-262 Publisher: Springer International Publishing

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

Authors: Dodon, Alexandru; Calugar, Marius Adrian; Potolea, Rodica; Lemnaru, Camelia; Dînşoreanu, Mihaela; Moca, Vasile V; Mureşan, Raul C;

Year: 2021 Pages: 477-481 Publisher: IEEE

Discovering discriminative nodes for classification with deep graph convolutional methods

Authors: Palcu, Liana-Daniela; Supuran, Marius; Lemnaru, Camelia; Dinsoreanu, Mihaela; Potolea, Rodica; Muresan, Raul Cristian;

Year: 2020 Pages: 67-82 Publisher: Springer International Publishing

Using Symbolic Analysis of Local Field Potentials for Anesthesia Depth Prediction

Authors: Onofrei, Ioana; Sălăgean, Andreea; Sîrca, Narcisa; Moca, Vasile V; Nagy-Dăbâcan, Adriana; Muresan, Raul C; Potolea, Rodica; Dinşoreanu, Mihaela; Lemnaru, Camelia;

Year: 2020 Pages: 21-28 Publisher: IEEE

Urban traffic simulation methodology for connected vehicles congestion avoidance

Authors: Stan, Ioan; Ghisa, Raul; Potolea, Rodica;

Year: 2020 Pages: 305-312

Matrix symmetrization and sparse direct solvers

Authors: Portase, Raluca; Ucar, Bora;

Year: 2020 Pages: 128-137 Publisher: SIAM

Modern approaches to preprocessing industrial data

Authors: Olariu, Eliza Maria; Tolas, Ramona; Portase, Raluca; Dinsoreanu, Mihaela; Potolea, Rodica;

Year: 2020 Pages: 221-226 Publisher: IEEE

A system for managing and processing industrial sensor data: SMS

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

Year: 2020 Pages: 213-220 Publisher: IEEE

Hunting for malware code in massive collections

Authors: Mihalca, Andrei; Oprişa, Ciprian; Potolea, Rodica;

Year: 2020 Pages: 01-Jun Publisher: IEEE

Optimising the pool test method for COVID-19 using evolutionary algorithms

Authors: Cristian, Lungu; Potolea, Rodica;

Year: 2020 Pages: 123-127 Publisher: IEEE

Detecting malicious URLs based on machine learning algorithms and word embeddings

Authors: Crişan, Andrei; Florea, Gabriel; Halasz, Lorand; Lemnaru, Camelia; Oprisa, Ciprian;

Year: 2020 Pages: 187-193 Publisher: IEEE

A two stage approach for AMR parsing using the concept inference order

Authors: Pop, Roxana; Macicasan, Florin; Lemnaru, Camelia;

Year: 2020 Pages: 91-98 Publisher: IEEE

The impact of Romanian diacritics on intent detection and slot filling

Authors: Stoica, Anda Diana; Rad, Andrei-Cristian; Muntean, Ioan Horia; Daian, George; Lemnaru, Camelia; Potolea, Rodica; Dinsoreanu, Mihaela;

Year: 2020 Pages: 01-Jun Publisher: IEEE

Accuracy of six interpolation methods applied on pupil diameter data

Authors: Dan, Emanuela L; Dînşoreanu, Mihaela; Mureşan, Raul C;

Year: 2020 Pages: 01.May Publisher: IEEE

Concept identification with sequence-to-sequence models in abstract meaning representation parsing

Authors: Batiz, Orsolya Bernadett; Helmer, Robert Paul; Pop, Roxana; Macicasan, Florin; Lemnaru, Camelia;

Year: 2020 Pages: 83-90 Publisher: IEEE

A System for Managing and Processing Industrial Sensor Data: SMS

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

Year: 2020 Pages: 213-220 Publisher: IEEE

Enhancing the classification of EEG signals using Wasserstein generative adversarial networks

Authors: Petruţiu, Vlad Mihai; Palcu, Liana Daniela; Lemnaru, Camelia; Dînşoreanu, Mihaela; Potolea, Rodica; Murseşan, Raul; Moca, Vlad Vasile;

Year: 2020 Pages: 29-34 Publisher: IEEE

Enhancing tokenization by embedding romanian language specific morphology

Authors: Vasiu, Mihaela Alexandra; Potolea, Rodica;

Year: 2020 Pages: 243-250 Publisher: IEEE

Space Breakdown Method A new approach for density-based clustering

Authors: Ardelean, Eugen-Richard; Stanciu, Alexander; Dinsoreanu, Mihaela; Potolea, Rodica; Lemnaru, Camelia; Moca, Vasile Vlad;

Year: 2019 Pages: 419-425 Publisher: IEEE

The impact of data challenges on intent detection and slot filling for the home assistant scenario

Authors: Stoica, Anda; Kadar, Tibor; Lemnaru, Camelia; Potolea, Rodica; Dînşoreanu, Mihaela;

Year: 2019 Pages: 41-47 Publisher: IEEE

Keyword spotting using dynamic time warping and convolutional recurrent networks

Authors: Albert, Erika-Timea; Lemnaru, Camelia; Dinsoreanu, Mihaela; Potolea, Rodica;

Year: 2019 Pages: 53-60 Publisher: IEEE

Breaking the interpretability barrier-a method for interpreting deep graph convolutional models

Authors: Palcu, Liana-Daniela; Supuran, Marius; Lemnaru, Camelia; Dinsoreanu, Mihaela; Potolea, Rodica; Muresan, Raul Cristian;

Year: 2019

Smart driving methodology for connected cars

Authors: Stan, Ioan; Suciu, Vasile; Potolea, Rodica;

Year: 2019 Pages: 608-613 Publisher: IEEE

A Robust Vehicle Trajectory Prediction System Deep learning based approach with a novel fusion technique

Authors: Cristea, Lucian; Potolea, Rodica;

Year: 2019 Pages: 411-418 Publisher: IEEE

Understanding and Addressing Change in Computer Science Education

Authors: Potolea, Rodica; Lemnaru, Camelia;

Year: 2019 Pages: 395-397 Publisher: IEEE

Routing Algorithms in Connected Cars Context.

Authors: Stan, Ioan; Suciu, Vasile; Potolea, Rodica;

Year: 2019 Pages: 290-297

A scaled-correlation based approach for defining and analyzing functional networks

Authors: Dolean, Samuel; Dînşoreanu, Mihaela; Mureşan, Raul Cristian; Geiszt, Attila; Potolea, Rodica; Ţincaş, Ioana;

Year: 2018 Pages: 80-92 Publisher: Springer International Publishing

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

Authors: Timbuş, Călin; Miclea, Vlad; Lemnaru, Camelia;

Year: 2018 Pages: 325-331 Publisher: IEEE

Super-Resolution Generator Networks: A comparative study

Authors: Lungu, Cristian; Potolea, Rodica;

Year: 2018 Pages: 333-337 Publisher: IEEE

Segment trees based traffic congestion avoidance in connected cars context

Authors: Stan, Ioan; Toderici, Dan; Potolea, Rodica;

Year: 2018 Pages: 137-143 Publisher: IEEE

Connected cars traffic flow balancing based on classification and calibration

Authors: Stan, Ioan; Potolea, Rodica;

Year: 2018 Pages: 177-188 Publisher: Springer International Publishing

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

Authors: Morosanu, Bogdan-Andrei; Lemnaru, Camelia;

Year: 2018 Pages: 171-178 Publisher: SPIE

Cross Documents Concept Augmentation

Authors: Vasiu, Mihaela Alexandra; Marghescu, Luminița Mădălina; Bărbănțan, Ioana; Potolea, Rodica;

Year: 2018 Pages: 29-36 Publisher: IEEE

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

Authors: Bucur, Beniamin; Şomfelean, Iulia; Ghiuruţan, Alexandru; Lemnaru, Camelia; Dînşoreanu, Mihaela;

Year: 2018 Pages: 71-78 Publisher: IEEE

Enhancements on a transition-based approach for amr parsing using lstm networks

Authors: Pop, Roxana; Dregan, Anda; Măcicăşan, Florin; Lemnaru, Camelia; Potolea, Rodica;

Year: 2018 Pages: 55-62 Publisher: IEEE

Complex localization in the multiple instance learning context

Authors: Graur, Dan-Ovidiu; Mariş, Răzvan-Alexandru; Potolea, Rodica; Dînşoreanu, Mihaela; Lemnaru, Camelia;

Year: 2018 Pages: 93-106 Publisher: Springer International Publishing

Analysing a periodical and multi-dimensional time series

Authors: Hasna, Octavian Lucian; Potolea, Rodica;

Year: 2018 Pages: 268-278 Publisher: Springer International Publishing

Dealing with overlap and imbalance: a new metric and approach

Authors: Borsos, Zalán; Lemnaru, Camelia; Potolea, Rodica;

Year: 2018 Pages: 381-395 Publisher: Springer London

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

Authors: Socaci, Ioana Angela; Lemnaru, Camelia;

Year: 2018 Pages: 309-320 Publisher: Springer International Publishing

Complex Localization in the Multiple Instance Learning Context

Authors: Dînşoreanu, Mihaela; Lemnaru, Camelia;

Year: 2018 Pages: 93 Publisher: Springer

Artifact detection in EEG using machine learning

Authors: Nedelcu, Elena; Portase, Raluca; Tolas, Ramona; Muresan, Raul; Dinsoreanu, Mihaela; Potolea, Rodica;

Year: 2017 Pages: 77-83 Publisher: IEEE

A Scaled-Correlation Based Approach for Defining and Analyzing Functional Networks

Authors: Dolean, S.; Dînşoreanu, M.; Mureşan, R.C.; Geiszt, A.; Potolea, R.; Ţincaş, I.

Year: 2017 Pages: 80-92 Publisher: Springer

Time series—A taxonomy based survey

Authors: Hasna, Octavian Lucian; Potolea, Rodica;

Year: 2017 Pages: 231-238 Publisher: IEEE

Classification of EEG signals in an object recognition task

Authors: Rus, Iacob D; Marc, Paul; Dinsoreanu, Mihaela; Potolea, Rodica; Muresan, Raul Cristian;

Year: 2017 Pages: 391-395 Publisher: IEEE

Opinion leader detection

Authors: Parau, P; Lemnaru, C; Dinsoreanu, M; Potolea, R;

Year: 2017 Pages: 157-170 Publisher: Morgan Kaufmann

Robust feature extraction from noisy ECG for atrial fibrillation detection

Authors: Hasna, Octavian Lucian; Potolea, Rodica;

Year: 2017 Pages: 01-Apr Publisher: IEEE

A transition-based approach for amr parsing using lstm networks

Authors: Cimpian, Silviana; Lazar, Andreea; Macicasan, Florin; Lemnaru, Camelia;

Year: 2017 Pages: 103-110 Publisher: IEEE

Evolutionary cost-sensitive balancing: A generic method for imbalanced classification problems

Authors: Lemnaru, Camelia; Potolea, Rodica;

Year: 2017 Pages: 194-209 Publisher: Springer International Publishing Cham

Semantic-based IoT device discovery and recommendation mechanism

Authors: Chirila, Stefana; Lemnaru, Camelia; Dinsoreanu, Mihaela;

Year: 2016 Pages: 111-116 Publisher: IEEE

Feature Engineered Relation Extraction–Medical Documents Setting

Authors: Barbantan, Ioana; Porumb, Mihaela; Lemnaru, Camelia; Potolea, Rodica;

Year: 2016 Publisher: Emerald Group Publishing Limited

Learning relations using semantic-based vector similarity

Authors: Budai, Kinga; Dînşoreanu, Mihaela; Bărbănţan, Ioana; Potolea, Rodica;

Year: 2016 Pages: 69-75 Publisher: IEEE

Syllabification with Frequent Sequence Patterns

Authors: Bona, Adrian; Lemnaru, Camelia; Potolea, Rodica;

Year: 2016 Pages: 352-359

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

Authors: Indre, Ionut; Lemnaru, Camelia;

Year: 2016 Pages: 175-182 Publisher: IEEE

Unsupervised Classification of Opinions

Authors: Vlad Vasile, Itu; Potolea, Rodica; Dinsoreanu, Mihaela;

Year: 2016 Pages: 360-366

Concept extraction from medical documents a contextual approach

Authors: Szenasi, Gyorgy; Lemnaru, Camelia; Barbantan, Ioana;

Year: 2015 Pages: 13-17 Publisher: IEEE

Topic oriented auto-completion models: Approaches towards fastening auto-completion systems

Authors: Prisca, Stefan; Dinsoreanu, Mihaela; Lemnaru, Camelia;

Year: 2015 Pages: 241-248 Publisher: IEEE

Towards Cross Language Morphologic Negation Identification in Electronic Health Records

Authors: Bărbănțan, I.; Potolea, R

Year: 2015 Pages: 417-430 Publisher: Springer International Publishing

A language independent user adaptable approach for word auto-completion

Authors: Prisca, Stefan; Potolea, Rodica; Dinsoreanu, Mihaela;

Year: 2015 Pages: 43-49 Publisher: IEEE

Data driven structural similarity: A Distance measure for adaptive linear approximations of time series

Authors: Ionescu, Victor; Potolea, Rodica; Dinsoreanu, Mihaela;

Year: 2015 Pages: 67-74 Publisher: IEEE

A learning-based approach for Romanian syllabification and stress assignment

Authors: Balc, Diana; Beleiu, Anamaria; Potolea, Rodica; Lemnaru, Camelia;

Year: 2015 Pages: 37-42 Publisher: IEEE

Modeling sentiment polarity with meta-features to achieve domain-independence

Authors: Hasna, Octavian Lucian; Măcicăşan, Florin Cristian; Dînşoreanu, Mihaela; Potolea, Rodica;

Year: 2015 Pages: 212-227 Publisher: Springer International Publishing

A multi-objective evolutionary approach to imbalanced classification problems

Authors: Chira, Camelia; Lemnaru, Camelia;

Year: 2015 Pages: 149-154 Publisher: IEEE

Assessing vertex relevance based on community detection

Authors: Parau, Paul; Lemnaru, Camelia; Potolea, Rodica;

Year: 2015 Pages: 46-56 Publisher: IEEE

REMed: automatic relation extraction from medical documents

Authors: Porumb, Mihaela; Barbantan, Ioana; Lemnaru, Camelia; Potolea, Rodica;

Year: 2015 Pages: 01-Oct

Pre-processing flow for enhancing learning from medical data

Authors: Muresan, Sebastian; Faloba, Ioana; Lemnaru, Camelia; Potolea, Rodica;

Year: 2015 Pages: 27-34 Publisher: IEEE

Unsupervised Twitter sentiment classification

Authors: Dinsoreanu, Mihaela; Bacu, Andrei;

Year: 2014 Pages: 220-227

An opinion mining approach for Romanian language

Authors: Russu, Roxana Monica; Dinsoreanu, Mihaela; Vlad, Oana Luminita; Potolea, Rodica;

Year: 2014 Pages: 43-46 Publisher: IEEE

Identification of spam comments using natural language processing techniques

Authors: Rădulescu, Cristina; Dinsoreanu, Mihaela; Potolea, Rodica;

Year: 2014 Pages: 29-35 Publisher: IEEE

Opinion-driven communities’ detection

Authors: Dinsoreanu, Mihaela; Potolea, Rodica;

Year: 2014 Pages: 324-342 Publisher: Emerald Group Publishing Limited

Overcoming the domain barrier in opinion extraction

Authors: Cosma, Alexandru Cristian; Itu, Vlad-Vasile; Suciu, Darius Andrei; Dinsoreanu, Mihaela; Potolea, Rodica;

Year: 2014 Pages: 289-296 Publisher: IEEE

Disease Identification in Electronic Health Records - An Ontology based Approach

Authors: Barbantan, Ioana; Lemnaru, Camelia; Potolea, Rodica;

Year: 2014 Pages: 261-268 Publisher: INSTICC

Extracting opinion holders and targets in Romanian texts

Authors: Anisiei, Ancuta-Lenuta; Dinsoreanu, Mihaela; Lemnaru, Camelia; Potolea, Rodica;

Year: 2014 Pages: 37-42 Publisher: IEEE

Learning Good Opinions from Just Two Words Is Not Bad

Authors: Suciu, Darius Andrei; Itu, Vlad Vasile; Cosma, Alexandru Cristian; Dinsoreanu, Mihaela; Potolea, Rodica;

Year: 2014 Pages: 233-241

Sentiment Polarity Extension for Context-Sensitive Recommender Systems.

Authors: Hasna, Octavian Lucian; Macicasan, Florin Cristian; Dinsoreanu, Mihaela; Potolea, Rodica;

Year: 2014 Pages: 126-137

A scalable approach for contradiction detection driven by opinion mining

Authors: Dînşoreanu, Mihaela; Potolea, Rodica;

Year: 2013 Pages: Jul.15

Sentiment polarity identification using machine learning techniques

Authors: Chiorean, Raluca-Sonia; Dînşoreanu, Mihaela; Faloba, Daciana-Ioana; Potolea, Rodica;

Year: 2013 Pages: 47-50 Publisher: IEEE

Distributed Methodologies for Imbalanced Classification Problems: Parameter Analysis and Tuning

Authors: Lemnaru, Camelia; Bona, Adrian; Potolea, Rodica;

Year: 2013 Pages: 53-58 Publisher: IEEE

Towards a Unified Thematic Model for Recommending Context-Sensitive Content

Authors: Dinsoreanu, Mihaela; Potolea, Rodica;

Year: 2013 Pages: 68-83 Publisher: Springer Berlin Heidelberg

Contradiction detection between opinions: From a big data perspective

Authors: Vancea, Bogdan; Marchis, Alexandru; Dinsoreanu, Mihaela; Potolea, Rodica;

Year: 2013 Pages: 259-266 Publisher: IEEE

An approach to mining financial markets through market state classification

Authors: Ionescu, Victor; Dinsoreanu, Mihaela;

Year: 2013 Pages: 43-46 Publisher: IEEE

Using community detection for sentiment analysis

Authors: Parau, Paul; Stef, Alexandru; Lemnaru, Camelia; Dinsoreanu, Mihaela; Potolea, Rodica;

Year: 2013 Pages: 51-54 Publisher: IEEE

Strategies for Dealing with Real-World Classification Problems

Authors: Lemnaru Camelia; Sergiu Nedevschi

Year: 2012

Contribuții la modelarea sistemelor distribuite cu agenți cooperanți

Authors: Dinsoreanu, Mihaela; Pusztai, Kalman;

Year: 2004

Contributions to Multiparadigm Logic Programming Systems

Authors: Rodica Potolea; Kalman Pusztai

Year: 1998