Doina Logofatu

109 papers B 3C 31Misc 16Journal 11Unranked 47
YearRankTypeTitle / Venue / Authors
2025 — conf
A Multi-layer Trust and Privacy Architecture for Decentralized AI Systems.
IDEAL (2)
Jiban Kumar Ray, Sheikh Sharfuddin Mim, Doina Logofatu
2025 — conf
Comparative Analysis of Machine Learning Techniques for Chronic Kidney Disease Prediction Efficiency.
EANN (1)
Md. Rabiul Islam, Doina Logofatu
2025 — conf
Enhancing Cryptocurrency Sentiment Analysis with GPT-4: A Comparative Study.
AIAI (4)
Jiban Kumar Ray, Sheikh Sharfuddin Mim, Doina Logofatu
2025 — conf
Hybrid Deep Learning and Gradient Boosting for Superior Sentiment Analysis: A Comparative Study.
EANN (1)
Saddam Hossain, Doina Logofatu
2025 — conf
On the Application of Mana Curve, Heuristic Evaluation, and Monte Carlo Simulation in Bot Programming.
AIAI (1)
Tran Cao, Dang Hoang Anh Khoi, Pham Minh Hieu, Doina Logofatu
2024 C conf
An Approach to Predict Optimal Configurations for LDA-Based Topic Modeling.
EANN
Mou Saha, Doina Logofatu
2024 Misc conf
Dynamic Stacking Optimization in Uncertain Environments: A Rolling Mill Complex System.
SYNASC
Aida Colovic, Amina Colovic, Doina Logofatu
2024 — conf
Dynamic Stacking Optimization in Unpredictable Environments: A Focus on Crane Scheduling.
AIAI (4)
Jiban Kumar Ray, Doina Logofatu, Costin Badica
2024 — conf
Effective Machine Learning Techniques and API Realizations for Visualizing Fraud Detection in Customer Transactions.
AIAI (1)
Rina Ajay Yadav, Doina Logofatu, Sheikh Sharfuddin Mim, Jiban Kumar Ray
2024 Misc conf
Efficiently Optimizing Crane Scheduling: A Rule-Based Approach for Dynamic and Uncertain Environments.
SYNASC
Philipp Bao-Phuc Pham, Zu Hyun Lee, Doina Logofatu
2024 — conf
Enhancing Cognitive Development and Education: Developing Heckmeck am Bratwurmeck Board Game Using Java OOP.
PETRA
Doina Logofatu, Sheikh Sharfuddin Mim, Jiban Kumar Ray, Julia Garbaruk
2024 C conf
Enhancing Fraud Detection in Utility Consumption Using Neural Networks - A Comparative Study.
INISTA
Anik Saha, Doina Logofatu, Jiban Kumar Ray
2024 C conf
Ensembles of Bidirectional LSTM and GRU Neural Nets for Predicting Mother-Infant Synchrony in Videos.
EANN
Daniel Stamate, Pradyumna Davuloori, Doina Logofatu, Evelyne Mercure, Caspar Addyman, Mark Tomlinson
2024 — conf
Exploring the Potential of Generative Models in Promoting Local Language News Consumption.
ICCCI (CCIS Volume 2)
Md Mahbub Ul Alam, Doina Logofatu
2024 Misc conf
Level Generation Using ChatGPT: A Case Study on the Science Bird Game.
SYNASC
Julia Garbaruk, Jiban Kumar Ray, Doina Logofatu
2024 C conf
Leveraging Topic Modeling and Extractive Summarization for Unlocking Insights from NeurIPS Papers.
INISTA
Sheikh Sharfuddin Mim, Doina Logofatu, Gabriel Guerrero-Contreras, Inmaculada Medina-Bulo
2024 — conf
Predicting Deterioration in Mild Cognitive Impairment with Survival Transformers, Extreme Gradient Boosting and Cox Proportional Hazard Modelling.
ICANN (8)
Henry Musto, Daniel Stamate, Doina Logofatu, Daniel Stahl
2024 J jnl
Predicting Deterioration in Mild Cognitive Impairment with Survival Transformers, Extreme Gradient Boosting and Cox Proportional Hazard Modelling.
CoRR
Henry Musto, Daniel Stamate, Doina Logofatu, Daniel Stahl
2024 — conf
Tracking Healthy Organs in Medical Scans to Improve Cancer Treatment by Using UW-Madison GI Tract Image Segmentation.
IDEAL (1)
Bimal Kumar Sah, Doina Logofatu
2023 C conf
A Comparative Study on Machine Learning Methods Through Evaluating the Impact of Contributing Factors on The Accuracy of Soil Moisture Prediction.
INISTA
Md Nahin Islam, Doina Logofatu, Md Zahidul Haque
2023 C conf
Approaches for Solving a Dynamic Stacking Problem in Uncertain Environments.
INISTA
Sarah Boecke, Doina Logofatu
2023 C conf
Classification of Time Signals Using Machine Learning Techniques.
EANN
Ishfaq Ahmad Jadoon, Doina Logofatu, Mohammad Nahin Islam
2023 — conf
Comparative Study on Customer Churn Prediction by Using Machine Learning Techniques.
ACIIDS (Companion)
Shashikant Kumar, Doina Logofatu
2023 — conf
Efficient Analysis of Patient Length of Stay in Hospitals Using Classification and Clustering Approaches.
ICCCI (CCIS Volume)
Sheikh Sharfuddin Mim, Doina Logofatu, Florin Leon
2023 — conf
Efficient Approaches for the Discovery of Sensitive Information by Using Natural Language Processing Techniques.
AIAI (2)
Kushal Shree Dhani, Benedikt Zundel, Doina Logofatu
2023 C conf
Efficient Machine-Learning-Based Crypto Forecasting Analysis.
SIMULTECH
Sidra Hussain, Sheikh Sharfuddin Mim, Doina Logofatu
2023 C conf
Examining Various Search Algorithms in AI With Appropriate Literature and Their Performances Against a Human Agent in the Snake Game.
EDUCON
Sheikh Sharfuddin Mim, Md Nahin Islam, Doina Logofatu
2023 — conf
On a Survival Gradient Boosting, Neural Network and Cox PH Based Approach to Predicting Dementia Diagnosis Risk on ADNI.
BIBM
Henry Musto, Daniel Stamate, Doina Logofatu, Lahcen Ouarbya
2023 C conf
Performance Analysis of Digit Recognizer Using Various Machine Learning Algorithms.
EANN
Lakshmi Alekya Chittem, Doina Logofatu, Sheikh Sharfuddin Mim
2023 — conf
Use of Machine Learning Algorithms to Analyze the Digit Recognizer Problem in an Effective Manner.
ICANN (9)
Usama Shakoor, Sheikh Sharfuddin Mim, Doina Logofatu
2022 B conf
A Cluster-based Analysis for Targeting Potential Customers in a Real-world Marketing System.
ICCP
Sheikh Sharfuddin Mim, Doina Logofatu
2022 J jnl
A Comparison between Task Distribution Strategies for Load Balancing Using a Multiagent System.
Comput.
Dumitru Daniel Vecliuc, Florin Leon, Doina Logofatu
2022 — conf
An Analysis on Graph-Processing Frameworks: Neo4j and Spark GraphX.
AIAI (1)
Alabbas Alhaj Ali, Doina Logofatu
2022 — conf
Comparative Study by Using a Greedy Approach and Advanced Bio-Inspired Strategies in the Context of the Traveling Thief Problem.
AIAI (1)
Julia Garbaruk, Doina Logofatu, Florin Leon
2022 J jnl
Digital Image Evolution of Artwork Without Human Evaluation Using the Example of the Evolving Mona Lisa Problem.
Vietnam. J. Comput. Sci.
Julia Garbaruk, Doina Logofatu, Costin Badica, Florin Leon
2022 C conf
Efficient Approaches for Data Augmentation by Using Generative Adversarial Networks.
EANN
Pretom Kumar Saha, Doina Logofatu
2022 Misc conf
Efficient Approaches to Categorize Unstructured Documents into Sustainable Categories by Using Machine Learning.
IDC
Vikrant, Sheikh Sharfuddin Mim, Doina Logofatu
2022 — conf
Experiments with Solving Mountain Car Problem Using State Discretization and Q-Learning.
ACIIDS (1)
Amelia Badica, Costin Badica, Mirjana Ivanovic, Doina Logofatu
2022 C conf
Interactive Visualization of Ant Colony Optimization - Pathfinding on a Dynamic Grid.
INISTA
Max Ehringhausen, Doina Logofatu
2022 Misc conf
Machine Learning Model for Flower Image Classification on a Tensor Processing Unit.
IDC
Anik Biswas, Julia Garbaruk, Doina Logofatu
2022 Misc conf
Machine Learning Models to Predict Soil Moisture for Irrigation Schedule.
SYNASC
Md Nahin Islam, Doina Logofatu
2021 J jnl
A novel real-time design for fighting game AI.
Evol. Syst.
Gia Thuan Lam, Doina Logofatu, Costin Badica
2021 Misc conf
Analysis and Prediction for House Sales Prices by Using Hybrid Machine Learning Approaches.
AIAI
S. M. Soliman Hossain, Jyoti Rawat, Doina Logofatu
2021 — conf
Comparative Study of Machine Learning Algorithms for Performant Text Analysis in a Real World System.
ACIIDS (Companion)
Faraz Islam, Doina Logofatu
2021 — conf
Developing a Three Dimensional Registration Method for Optical Coherence Tomography Data.
ICCCI (CCIS Volume)
Bansari Vadgama, Doina Logofatu, Peter Thoma
2021 Misc conf
Efficient Approaches for Density-Based Spatial Clustering of Applications with Noise.
AIAI
Pretom Kumar Saha, Doina Logofatu
2021 — conf
Optimal Knockout Tournaments: Definition and Computation.
LSSC
Amelia Badica, Costin Badica, Ion Buligiu, Liviu Ion Ciora, Doina Logofatu
2020 C conf
A Comparative Study on Bayesian Optimization.
EANN
Gia Thuan Lam, Doina Logofatu
2020 J jnl
Buzz-based recognition of the honeybee colony circadian rhythm.
Comput. Electron. Agric.
Tymoteusz Cejrowski, Julian Szymanski, Doina Logofatu
2020 B conf
Convergence Behaviour of Population Size and Mutation Rate for NSGA-II in the Context of the Traveling Thief Problem.
ICCCI
Julia Garbaruk, Doina Logofatu
2020 — conf
Detection of social media platform insults using Natural language processing and comparative study of machine learning algorithms.
ICSTCC
Sruthi Chiramel, Doina Logofatu, Gheorghe Goldenthal
2020 — conf
Efficient Approaches for House Pricing Prediction by Using Hybrid Machine Learning Algorithms.
ACIIDS (Companion)
Sruthi Chiramel, Doina Logofatu, Jyoti Rawat, Christina Andersson
2020 C conf
Factors Affecting Accuracy of Convolutional Neural Network Using VGG-16.
EANN
Jyoti Rawat, Doina Logofatu, Sruthi Chiramel
2020 — conf
Mobile Facility Location Problem: Practical Examples and Solution modeling.
ICSTCC
Pavan Patil, David Merkl, Doina Logofatu
2020 J jnl
Particle swarm optimization algorithms for autonomous robots with deterministic leaders using space filling movements.
Evol. Syst.
Doina Logofatu, Gil Sobol, Christina Andersson, Daniel Stamate, Kristiyan Balabanov, Tymoteusz Cejrowski
2020 — conf
Sentiment Analysis by Using Supervised Machine Learning and Deep Learning Approaches.
ICCCI (CCIS Volume)
Saud Naeem, Doina Logofatu, Fitore Muharemi
2020 — conf
Study on Digital Image Evolution of Artwork by Using Bio-Inspired Approaches.
ACIIDS (1)
Julia Garbaruk, Doina Logofatu, Costin Badica, Florin Leon
2020 J jnl
Study on population dynamics for triple-linked food chain using a simulation-based approach.
Evol. Syst.
Kristiyan Balabanov, Tymoteusz Cejrowski, Doina Logofatu, Costin Badica
2019 C conf
A Deep Network System for Simulated Autonomous Driving Using Behavioral Cloning.
EANN
Andreea-Iulia Patachi, Florin Leon, Doina Logofatu
2019 C conf
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
Gia Thuan Lam, Doina Logofatu, Costin Badica
2019 J jnl
A model of information diffusion in dynamic social networks based on evidence theory.
J. Intell. Fuzzy Syst.
Sabina-Adriana Floria, Florin Leon, Doina Logofatu
2019 — conf
An Evaluation of Various Regression Models for the Prediction of Two-Terminal Network Reliability.
ICANN (1)
Sabina-Adriana Floria, Florin Leon, Petru Cascaval, Doina Logofatu
2019 — conf
Anomaly Detection Procedures in a Real World Dataset by Using Deep-Learning Approaches.
ACIIDS (1)
Alabbas Alhaj Ali, Abdul Rasheeq, Doina Logofatu, Costin Badica
2019 J jnl
Collective profitability in semi-competitive intermediation networks.
J. Intell. Fuzzy Syst.
Amelia Badica, Costin Badica, Mirjana Ivanovic, Doina Logofatu
2019 — conf
Demand Forecasting Using Random Forest and Artificial Neural Network for Supply Chain Management.
ICCCI (1)
Navneet Vairagade, Doina Logofatu, Florin Leon, Fitore Muharemi
2019 — conf
Developing a General Video Game AI Controller Based on an Evolutionary Approach.
ACIIDS (1)
Kristiyan Balabanov, Doina Logofatu
2019 Misc conf
Exploring the Space of Block Structured Scheduling Processes Using Constraint Logic Programming.
IDC
Amelia Badica, Costin Badica, Mirjana Ivanovic, Doina Logofatu
2019 — conf
General Video Game AI Controller - Integrating Three Algorithms to Bring a New Solution.
ICSTCC
Doina Logofatu, Florin Leon, Fitore Muharemi
2019 — conf
Household Electric Load Pattern Consumption Enhanced Simulation by Random Behavior.
ACIIDS (1)
Alabbas Alhaj Ali, Doina Logofatu, Prachi Agrawal, Sreshtha Roy
2019 C conf
Including Active Learning in an Online Database Management Course for Industrial Engineering Students.
EDUCON
Christina Andersson, Gerald Kroisandt, Doina Logofatu
2019 J jnl
Machine learning approaches for anomaly detection of water quality on a real-world data set.
J. Inf. Telecommun.
Fitore Muharemi, Doina Logofatu, Florin Leon
2019 — conf
Modeling Block Structured Project Scheduling with Resource Constraints.
LSSC
Amelia Badica, Costin Badica, Doina Logofatu, Ion Buligiu, Liviu Ciora
2019 C conf
On Teaching Java and Object Oriented Programming by Using Children Board Games.
EDUCON
Julia Garbaruk, Doina Logofatu, Damian Groskreutz, Christina Andersson
2019 — conf
Recognizing User's Activity and Transport Mode Detection: Maintaining Low-Power Consumption.
PKDD/ECML Workshops (2)
Fitore Muharemi, Egzon Syka, Doina Logofatu
2019 C conf
The Impact of Laboratory Courses in Technical Study Programs - Knowledge Earning or Not Much Learning?
EDUCON
Damian Groskreutz, Doina Logofatu, Anna Schott
2018 — conf
A Credibility-Based Analysis of Information Diffusion in Social Networks.
ICANN (3)
Sabina-Adriana Floria, Florin Leon, Doina Logofatu
2018 Misc conf
A Simulation-Based Analysis of Interdependent Populations in a Dynamic Ecological Environment.
AIAI
Kristiyan Balabanov, Doina Logofatu, Costin Badica, Florin Leon
2018 Misc conf
An Evaluation of Regression Algorithms Performance for the Chemical Process of Naphthalene Sublimation.
AIAI
Silvia Curteanu, Florin Leon, Andrei-Stefan Lupu, Sabina-Adriana Floria, Doina Logofatu
2018 — conf
Applying Tree Ensemble to Detect Anomalies in Real-World Water Composition Dataset.
IDEAL (1)
Minh Nguyen, Doina Logofatu
2018 — conf
Approaches to Building a Detection Model for Water Quality: A Case Study.
ACIIDS (Extended Posters)
Fitore Muharemi, Doina Logofatu, Christina Andersson, Florin Leon
2018 Misc conf
Collective Profitability of DAG-Based Selling-Buying Intermediation Processes.
IDC
Amelia Badica, Costin Badica, Mirjana Ivanovic, Doina Logofatu
2018 Misc conf
Greedy Heuristics for Automatic Synthesis of Efficient Block-Structured Scheduling Processes from Declarative Specifications.
AIAI
Amelia Badica, Costin Badica, Daniela Danciulescu, Doina Logofatu
2018 C conf
Implementation of online problem-based learning for mechanical engineering students.
EDUCON
Christina Andersson, Doina Logofatu
2018 C conf
Machine Learning with the Pong Game: A Case Study.
EANN
Benedikt Nork, Geraldine Denise Lengert, Robert Uwe Litschel, Nasim Ahmad, Gia Thuan Lam, Doina Logofatu
2018 — conf
Novel Nature-Inspired Selection Strategies for Digital Image Evolution of Artwork.
ICCCI (2)
Gia Thuan Lam, Kristiyan Balabanov, Doina Logofatu, Costin Badica
2018 C conf
On teaching calculus for prospective engineers and computer scientists: A case study monitoring of six semester calculus at Frankfurt UAS.
EDUCON
Doina Logofatu, Christina Andersson, Damian Groskreutz, Fitore Muharremi, Egbert Falkenberg
2018 Misc conf
PIDT: A Novel Decision Tree Algorithm Based on Parameterised Impurities and Statistical Pruning Approaches.
AIAI
Daniel Stamate, Wajdi Alghamdi, Daniel Stahl, Doina Logofatu, Alexander Zamyatin
2018 — conf
Review on General Techniques and Packages for Data Imputation in R on a Real World Dataset.
ICCCI (2)
Fitore Muharemi, Doina Logofatu, Florin Leon
2018 C conf
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
Damian Groskreutz, Doina Logofatu, Anna Schott
2018 C conf
Using cultural heterogeneity to improve soft skills in engineering and computer science education.
EDUCON
Christina Andersson, Doina Logofatu
2017 J jnl
A Blended Learning Module in Statistics for Computer Science and Engineering Students Revisited.
Int. J. Eng. Pedagog.
Christina Andersson, Doina Logofatu
2017 — conf
A Novel Space Filling Curves Based Approach to PSO Algorithms for Autonomous Agents.
ICCCI (1)
Doina Logofatu, Gil Sobol, Daniel Stamate, Kristiyan Balabanov
2017 — conf
Considerations in Analyzing Ecological Dependent Populations in a Changing Environment.
ICCCI (1)
Kristiyan Balabanov, Robinson Guerra Fietz, Doina Logofatu
2017 C conf
Considerations on 2D-Bin Packing Problem: Is the Order of Placement a Relevant Factor?
SIMULTECH
Gia Thuan Lam, Viet Anh Ho, Doina Logofatu
2017 C conf
Deployment of a blended learning module in statistics for engineering and computer science students.
EDUCON
Christina Andersson, Doina Logofatu
2017 C conf
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
Damian Groskreutz, Doina Logofatu, Anna Schott
2017 C conf
Particle Swarm Optimization Algorithms for Autonomous Robots with Leaders Using Hilbert Curves.
EANN
Doina Logofatu, Gil Sobol, Daniel Stamate
2017 C conf
Prospective engineers and children's literature - An unusual approach to teach key competencies: An interdisciplinary module.
EDUCON
Doina Logofatu, Barbara Lammlein, Christina Andersson, Gheorghe Goldenthal
2016 C conf
Work in progress: Improving communication skills of engineering students by employing texts such as fairy tales: An interdisciplinary approach.
EDUCON
Doina Logofatu, Barbara Lammlein
2015 B conf
Sentiment and stock market volatility predictive modelling - A hybrid approach.
DSAA
Rapheal Olaniyan, Daniel Stamate, Lahcen Ouarbya, Doina Logofatu
2015 — conf
Social Web-Based Anxiety Index's Predictive Information on S&P 500 Revisited.
SLDS
Rapheal Olaniyan, Daniel Stamate, Doina Logofatu
2014 C conf
Framework for Adaptive Swarm Simulation and Optimization Using MapReduce.
ALIFE
Sergi Canyameres, Doina Logofatu
2014 Misc conf
Platform for Simulation and Improvement of Swarm Behavior in Changing Environments.
AIAI
Sergi Canyameres, Doina Logofatu
2014 Misc conf
Scalable Distributed Genetic Algorithm for Data Ordering Problem with Inversion Using MapReduce.
AIAI
Doina Logofatu, Daniel Stamate
2011 — ch.
Distributed Evolutionary Algorithm Using the MapReduce Paradigm - A Case Study for Data Compaction Problem.
Intelligent Decision Systems in Large-Scale Distributed Environments
Doina Logofatu, Manfred Gruber, Dumitru Dan Dumitrescu
2010 — conf
Evolutionary Detection of New Classes of Equilibria: Application in Behavioral Games.
PPSN (2)
Dumitru Dumitrescu, Rodica Ioana Lung, Réka Nagy, Daniela Zaharie, Attila Bartha, Doina Logofatu
2010 — conf
Parallel Evolutionary Approach of Compaction Problem Using MapReduce.
PPSN (2)
Doina Logofatu, Dumitru Dumitrescu
2008 — conf
Comparative Study by Solving the Test Compaction Problem.
ISMVL
Doina Logofatu, Rolf Drechsler
2006 — conf
Efficient Evolutionary Approaches for the Data Ordering Problem with Inversion.
EvoWorkshops
Doina Logofatu, Rolf Drechsler