Doina Logofatu

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 85

Top Topics

Comparative Study

Top Venues

Publications

Doina Logofatu, Sheikh Sharfuddin Mim, Jiban Kumar Ray, Julia Garbaruk
Enhancing Cognitive Development and Education: Developing Heckmeck am Bratwurmeck Board Game Using Java OOP. PETRA (2024)
Mou Saha, Doina Logofatu
An Approach to Predict Optimal Configurations for LDA-Based Topic Modeling. EANN (2024)
Rina Ajay Yadav, Doina Logofatu, Sheikh Sharfuddin Mim, Jiban Kumar Ray
Effective Machine Learning Techniques and API Realizations for Visualizing Fraud Detection in Customer Transactions. AIAI (1) (2024)
Jiban Kumar Ray, Doina Logofatu, Costin Badica
Dynamic Stacking Optimization in Unpredictable Environments: A Focus on Crane Scheduling. AIAI (4) (2024)
Daniel Stamate, Pradyumna Davuloori, Doina Logofatu, Evelyne Mercure, Caspar Addyman, Mark Tomlinson
Ensembles of Bidirectional LSTM and GRU Neural Nets for Predicting Mother-Infant Synchrony in Videos. EANN (2024)
Lakshmi Alekya Chittem, Doina Logofatu, Sheikh Sharfuddin Mim
Performance Analysis of Digit Recognizer Using Various Machine Learning Algorithms. EANN (2023)
Kushal Shree Dhani, Benedikt Zundel, Doina Logofatu
Efficient Approaches for the Discovery of Sensitive Information by Using Natural Language Processing Techniques. AIAI (2) (2023)
Md Nahin Islam, Doina Logofatu, Md Zahidul Haque
A Comparative Study on Machine Learning Methods Through Evaluating the Impact of Contributing Factors on The Accuracy of Soil Moisture Prediction. INISTA (2023)
Henry Musto, Daniel Stamate, Doina Logofatu, Lahcen Ouarbya
On a Survival Gradient Boosting, Neural Network and Cox PH Based Approach to Predicting Dementia Diagnosis Risk on ADNI. BIBM (2023)
Ishfaq Ahmad Jadoon, Doina Logofatu, Mohammad Nahin Islam
Classification of Time Signals Using Machine Learning Techniques. EANN (2023)
Sheikh Sharfuddin Mim, Doina Logofatu, Florin Leon
Efficient Analysis of Patient Length of Stay in Hospitals Using Classification and Clustering Approaches. ICCCI (CCIS Volume) (2023)
Sarah Boecke, Doina Logofatu
Approaches for Solving a Dynamic Stacking Problem in Uncertain Environments. INISTA (2023)
Sidra Hussain, Sheikh Sharfuddin Mim, Doina Logofatu
Efficient Machine-Learning-Based Crypto Forecasting Analysis. SIMULTECH (2023)
Sheikh Sharfuddin Mim, Md Nahin Islam, Doina Logofatu
Examining Various Search Algorithms in AI With Appropriate Literature and Their Performances Against a Human Agent in the Snake Game. EDUCON (2023)
Shashikant Kumar, Doina Logofatu
Comparative Study on Customer Churn Prediction by Using Machine Learning Techniques. ACIIDS (Companion) (2023)
Usama Shakoor, Sheikh Sharfuddin Mim, Doina Logofatu
Use of Machine Learning Algorithms to Analyze the Digit Recognizer Problem in an Effective Manner. ICANN (9) (2023)
Max Ehringhausen, Doina Logofatu
Interactive Visualization of Ant Colony Optimization - Pathfinding on a Dynamic Grid. INISTA (2022)
Dumitru Daniel Vecliuc, Florin Leon, Doina Logofatu
A Comparison between Task Distribution Strategies for Load Balancing Using a Multiagent System. Comput. 10 (12) (2022)
Md Nahin Islam, Doina Logofatu
Machine Learning Models to Predict Soil Moisture for Irrigation Schedule. SYNASC (2022)
Alabbas Alhaj Ali, Doina Logofatu
An Analysis on Graph-Processing Frameworks: Neo4j and Spark GraphX. AIAI (1) (2022)
Vikrant, Sheikh Sharfuddin Mim, Doina Logofatu
Efficient Approaches to Categorize Unstructured Documents into Sustainable Categories by Using Machine Learning. IDC (2022)
Julia Garbaruk, Doina Logofatu, Florin Leon
Comparative Study by Using a Greedy Approach and Advanced Bio-Inspired Strategies in the Context of the Traveling Thief Problem. AIAI (1) (2022)
Anik Biswas, Julia Garbaruk, Doina Logofatu
Machine Learning Model for Flower Image Classification on a Tensor Processing Unit. IDC (2022)
Amelia Badica, Costin Badica, Mirjana Ivanovic, Doina Logofatu
Experiments with Solving Mountain Car Problem Using State Discretization and Q-Learning. ACIIDS (1) (2022)
Pretom Kumar Saha, Doina Logofatu
Efficient Approaches for Data Augmentation by Using Generative Adversarial Networks. EANN (2022)
Sheikh Sharfuddin Mim, Doina Logofatu
A Cluster-based Analysis for Targeting Potential Customers in a Real-world Marketing System. ICCP (2022)
Julia Garbaruk, Doina Logofatu, Costin Badica, Florin Leon
Digital Image Evolution of Artwork Without Human Evaluation Using the Example of the Evolving Mona Lisa Problem. Vietnam. J. Comput. Sci. 9 (2) (2022)
Gia Thuan Lam, Doina Logofatu, Costin Badica
A novel real-time design for fighting game AI. Evol. Syst. 12 (1) (2021)
Pretom Kumar Saha, Doina Logofatu
Efficient Approaches for Density-Based Spatial Clustering of Applications with Noise. AIAI (2021)
Faraz Islam, Doina Logofatu
Comparative Study of Machine Learning Algorithms for Performant Text Analysis in a Real World System. ACIIDS (Companion) (2021)
S. M. Soliman Hossain, Jyoti Rawat, Doina Logofatu
Analysis and Prediction for House Sales Prices by Using Hybrid Machine Learning Approaches. AIAI (2021)
Amelia Badica, Costin Badica, Ion Buligiu, Liviu Ion Ciora, Doina Logofatu
Optimal Knockout Tournaments: Definition and Computation. LSSC (2021)
Bansari Vadgama, Doina Logofatu, Peter Thoma
Developing a Three Dimensional Registration Method for Optical Coherence Tomography Data. ICCCI (CCIS Volume) (2021)
Tymoteusz Cejrowski, Julian Szymanski, Doina Logofatu
Buzz-based recognition of the honeybee colony circadian rhythm. Comput. Electron. Agric. 175 (2020)
Sruthi Chiramel, Doina Logofatu, Gheorghe Goldenthal
Detection of social media platform insults using Natural language processing and comparative study of machine learning algorithms. ICSTCC (2020)
Saud Naeem, Doina Logofatu, Fitore Muharemi
Sentiment Analysis by Using Supervised Machine Learning and Deep Learning Approaches. ICCCI (CCIS Volume) (2020)
Pavan Patil, David Merkl, Doina Logofatu
Mobile Facility Location Problem: Practical Examples and Solution modeling. ICSTCC (2020)
Julia Garbaruk, Doina Logofatu, Costin Badica, Florin Leon
Study on Digital Image Evolution of Artwork by Using Bio-Inspired Approaches. ACIIDS (1) (2020)
Gia Thuan Lam, Doina Logofatu
A Comparative Study on Bayesian Optimization. EANN (2020)
Kristiyan Balabanov, Tymoteusz Cejrowski, Doina Logofatu, Costin Badica
Study on population dynamics for triple-linked food chain using a simulation-based approach. Evol. Syst. 11 (2) (2020)
Julia Garbaruk, Doina Logofatu
Convergence Behaviour of Population Size and Mutation Rate for NSGA-II in the Context of the Traveling Thief Problem. ICCCI (2020)
Jyoti Rawat, Doina Logofatu, Sruthi Chiramel
Factors Affecting Accuracy of Convolutional Neural Network Using VGG-16. EANN (2020)
Sruthi Chiramel, Doina Logofatu, Jyoti Rawat, Christina Andersson
Efficient Approaches for House Pricing Prediction by Using Hybrid Machine Learning Algorithms. ACIIDS (Companion) (2020)
Doina Logofatu, Gil Sobol, Christina Andersson, Daniel Stamate, Kristiyan Balabanov, Tymoteusz Cejrowski
Particle swarm optimization algorithms for autonomous robots with deterministic leaders using space filling movements. Evol. Syst. 11 (3) (2020)
Amelia Badica, Costin Badica, Doina Logofatu, Ion Buligiu, Liviu Ciora
Modeling Block Structured Project Scheduling with Resource Constraints. LSSC (2019)
Amelia Badica, Costin Badica, Mirjana Ivanovic, Doina Logofatu
Collective profitability in semi-competitive intermediation networks. J. Intell. Fuzzy Syst. 37 (6) (2019)
Alabbas Alhaj Ali, Doina Logofatu, Prachi Agrawal, Sreshtha Roy
Household Electric Load Pattern Consumption Enhanced Simulation by Random Behavior. ACIIDS (1) (2019)
Amelia Badica, Costin Badica, Mirjana Ivanovic, Doina Logofatu
Exploring the Space of Block Structured Scheduling Processes Using Constraint Logic Programming. IDC (2019)
Fitore Muharemi, Doina Logofatu, Florin Leon
Machine learning approaches for anomaly detection of water quality on a real-world data set. J. Inf. Telecommun. 3 (3) (2019)
Gia Thuan Lam, Doina Logofatu, Costin Badica
A Hybrid Approach for the Fighting Game AI Challenge: Balancing Case Analysis and Monte Carlo Tree Search for the Ultimate Performance in Unknown Environment. EANN (2019)
Navneet Vairagade, Doina Logofatu, Florin Leon, Fitore Muharemi
Demand Forecasting Using Random Forest and Artificial Neural Network for Supply Chain Management. ICCCI (1) (2019)
Sabina-Adriana Floria, Florin Leon, Doina Logofatu
A model of information diffusion in dynamic social networks based on evidence theory. J. Intell. Fuzzy Syst. 37 (6) (2019)
Alabbas Alhaj Ali, Abdul Rasheeq, Doina Logofatu, Costin Badica
Anomaly Detection Procedures in a Real World Dataset by Using Deep-Learning Approaches. ACIIDS (1) (2019)
Andreea-Iulia Patachi, Florin Leon, Doina Logofatu
A Deep Network System for Simulated Autonomous Driving Using Behavioral Cloning. EANN (2019)
Julia Garbaruk, Doina Logofatu, Damian Groskreutz, Christina Andersson
On Teaching Java and Object Oriented Programming by Using Children Board Games. EDUCON (2019)
Damian Groskreutz, Doina Logofatu, Anna Schott
The Impact of Laboratory Courses in Technical Study Programs - Knowledge Earning or Not Much Learning? EDUCON (2019)
Christina Andersson, Gerald Kroisandt, Doina Logofatu
Including Active Learning in an Online Database Management Course for Industrial Engineering Students. EDUCON (2019)
Sabina-Adriana Floria, Florin Leon, Petru Cascaval, Doina Logofatu
An Evaluation of Various Regression Models for the Prediction of Two-Terminal Network Reliability. ICANN (1) (2019)
Doina Logofatu, Florin Leon, Fitore Muharemi
General Video Game AI Controller - Integrating Three Algorithms to Bring a New Solution. ICSTCC (2019)
Fitore Muharemi, Egzon Syka, Doina Logofatu
Recognizing User's Activity and Transport Mode Detection: Maintaining Low-Power Consumption. PKDD/ECML Workshops (2) (2019)
Kristiyan Balabanov, Doina Logofatu
Developing a General Video Game AI Controller Based on an Evolutionary Approach. ACIIDS (1) (2019)
Gia Thuan Lam, Kristiyan Balabanov, Doina Logofatu, Costin Badica
Novel Nature-Inspired Selection Strategies for Digital Image Evolution of Artwork. ICCCI (2) (2018)
Damian Groskreutz, Doina Logofatu, Anna Schott
The impact of video clips on teaching in technical study programs - learning faster or learning desaster? An approach from the perspective of a "manufacturing technology" module. EDUCON (2018)
Benedikt Nork, Geraldine Denise Lengert, Robert Uwe Litschel, Nasim Ahmad, Gia Thuan Lam, Doina Logofatu
Machine Learning with the Pong Game: A Case Study. EANN (2018)
Christina Andersson, Doina Logofatu
Using cultural heterogeneity to improve soft skills in engineering and computer science education. EDUCON (2018)
Kristiyan Balabanov, Doina Logofatu, Costin Badica, Florin Leon
A Simulation-Based Analysis of Interdependent Populations in a Dynamic Ecological Environment. AIAI (2018)
Fitore Muharemi, Doina Logofatu, Florin Leon
Review on General Techniques and Packages for Data Imputation in R on a Real World Dataset. ICCCI (2) (2018)
Amelia Badica, Costin Badica, Mirjana Ivanovic, Doina Logofatu
Collective Profitability of DAG-Based Selling-Buying Intermediation Processes. IDC (2018)
Doina Logofatu, Christina Andersson, Damian Groskreutz, Fitore Muharremi, Egbert Falkenberg
On teaching calculus for prospective engineers and computer scientists: A case study monitoring of six semester calculus at Frankfurt UAS. EDUCON (2018)
Silvia Curteanu, Florin Leon, Andrei-Stefan Lupu, Sabina-Adriana Floria, Doina Logofatu
An Evaluation of Regression Algorithms Performance for the Chemical Process of Naphthalene Sublimation. AIAI (2018)
Sabina-Adriana Floria, Florin Leon, Doina Logofatu
A Credibility-Based Analysis of Information Diffusion in Social Networks. ICANN (3) (2018)
Fitore Muharemi, Doina Logofatu, Christina Andersson, Florin Leon
Approaches to Building a Detection Model for Water Quality: A Case Study. ACIIDS (Extended Posters) (2018)
Amelia Badica, Costin Badica, Daniela Danciulescu, Doina Logofatu
Greedy Heuristics for Automatic Synthesis of Efficient Block-Structured Scheduling Processes from Declarative Specifications. AIAI (2018)
Minh Nguyen, Doina Logofatu
Applying Tree Ensemble to Detect Anomalies in Real-World Water Composition Dataset. IDEAL (1) (2018)
Christina Andersson, Doina Logofatu
Implementation of online problem-based learning for mechanical engineering students. EDUCON (2018)
Daniel Stamate, Wajdi Alghamdi, Daniel Stahl, Doina Logofatu, Alexander Zamyatin
PIDT: A Novel Decision Tree Algorithm Based on Parameterised Impurities and Statistical Pruning Approaches. AIAI (2018)
Christina Andersson, Doina Logofatu
A Blended Learning Module in Statistics for Computer Science and Engineering Students Revisited. Int. J. Eng. Pedagog. 7 (4) (2017)
Doina Logofatu, Gil Sobol, Daniel Stamate, Kristiyan Balabanov
A Novel Space Filling Curves Based Approach to PSO Algorithms for Autonomous Agents. ICCCI (1) (2017)
Christina Andersson, Doina Logofatu
Deployment of a blended learning module in statistics for engineering and computer science students. EDUCON (2017)
Damian Groskreutz, Doina Logofatu, Anna Schott
Enhancement of female participation in technical study programs - A real experiment or an experienced reality? An approach from a daily operation point of view. EDUCON (2017)
Doina Logofatu, Gil Sobol, Daniel Stamate
Particle Swarm Optimization Algorithms for Autonomous Robots with Leaders Using Hilbert Curves. EANN (2017)
Kristiyan Balabanov, Robinson Guerra Fietz, Doina Logofatu
Considerations in Analyzing Ecological Dependent Populations in a Changing Environment. ICCCI (1) (2017)
Doina Logofatu, Barbara Lammlein, Christina Andersson, Gheorghe Goldenthal
Prospective engineers and children's literature - An unusual approach to teach key competencies: An interdisciplinary module. EDUCON (2017)
Gia Thuan Lam, Viet Anh Ho, Doina Logofatu
Considerations on 2D-Bin Packing Problem: Is the Order of Placement a Relevant Factor? SIMULTECH (2017)
Doina Logofatu, Barbara Lammlein
Work in progress: Improving communication skills of engineering students by employing texts such as fairy tales: An interdisciplinary approach. EDUCON (2016)
Rapheal Olaniyan, Daniel Stamate, Lahcen Ouarbya, Doina Logofatu
Sentiment and stock market volatility predictive modelling - A hybrid approach. DSAA (2015)
Rapheal Olaniyan, Daniel Stamate, Doina Logofatu
Social Web-Based Anxiety Index's Predictive Information on S&P 500 Revisited. SLDS (2015)
Doina Logofatu, Daniel Stamate
Scalable Distributed Genetic Algorithm for Data Ordering Problem with Inversion Using MapReduce. AIAI (2014)
Sergi Canyameres, Doina Logofatu
Platform for Simulation and Improvement of Swarm Behavior in Changing Environments. AIAI (2014)
Sergi Canyameres, Doina Logofatu
Framework for Adaptive Swarm Simulation and Optimization Using MapReduce. ALIFE (2014)
Dumitru Dumitrescu, Rodica Ioana Lung, Réka Nagy, Daniela Zaharie, Attila Bartha, Doina Logofatu
Evolutionary Detection of New Classes of Equilibria: Application in Behavioral Games. PPSN (2) (2010)
Doina Logofatu, Dumitru Dumitrescu
Parallel Evolutionary Approach of Compaction Problem Using MapReduce. PPSN (2) (2010)
Doina Logofatu, Rolf Drechsler
Comparative Study by Solving the Test Compaction Problem. ISMVL (2008)
Doina Logofatu, Rolf Drechsler
Efficient Evolutionary Approaches for the Data Ordering Problem with Inversion. EvoWorkshops (2006)