| 2025 | ACIIDS | Advanced Optimization Techniques for a Delivery Scheduling Problem by Using Genetic and Evolutionary Algorithms. | Shamima Akhter, Doina Logofatu, Eicke Godehardt |
| 2025 | AIAI | On the Application of Mana Curve, Heuristic Evaluation, and Monte Carlo Simulation in Bot Programming. | Tran Cao, Dang Hoang Anh Khoi, Pham Minh Hieu, Doina Logofatu |
| 2025 | AIAI | Enhancing Cryptocurrency Sentiment Analysis with GPT-4: A Comparative Study. | Jiban Kumar Ray, Sheikh Sharfuddin Mim, Doina Logofatu |
| 2025 | EANN | Hybrid Deep Learning and Gradient Boosting for Superior Sentiment Analysis: A Comparative Study. | Saddam Hossain, Doina Logofatu |
| 2025 | EANN | Comparative Analysis of Machine Learning Techniques for Chronic Kidney Disease Prediction Efficiency. | Md. Rabiul Islam, Doina Logofatu |
| 2025 | IDEAL | A Multi-layer Trust and Privacy Architecture for Decentralized AI Systems. | Jiban Kumar Ray, Sheikh Sharfuddin Mim, Doina Logofatu |
| 2025 | SYNASC | Benchmarking Heuristic and Cooperative Agents in AbstractSwarm Logistics Scenarios. | SM Mehedi Hasan, Doina Logofatu |
| 2025 | SYNASC | Modernized Big Data Architecture to Develop E-Commerce Platforms Based on Fog Computing. | Muhammad Mubashir Ali Khan, Doina Logofatu |
| 2024 | EANN | An Approach to Predict Optimal Configurations for LDA-Based Topic Modeling. | Mou Saha, Doina Logofatu |
| 2024 | EANN | Ensembles of Bidirectional LSTM and GRU Neural Nets for Predicting Mother-Infant Synchrony in Videos. | Daniel Stamate, Pradyumna Davuloori, Doina Logofatu, Evelyne Mercure, Caspar Addyman, Mark Tomlinson |
| 2024 | ICANN | Predicting Deterioration in Mild Cognitive Impairment with Survival Transformers, Extreme Gradient Boosting and Cox Proportional Hazard Modelling. | Henry Musto, Daniel Stamate, Doina Logofatu, Daniel Stahl |
| 2024 | ICCCI | Exploring the Potential of Generative Models in Promoting Local Language News Consumption. | Md Mahbub Ul Alam, Doina Logofatu |
| 2024 | INISTA | Leveraging Topic Modeling and Extractive Summarization for Unlocking Insights from NeurIPS Papers. | Sheikh Sharfuddin Mim, Doina Logofatu, Gabriel Guerrero-Contreras, Inmaculada Medina-Bulo |
| 2024 | INISTA | Enhancing Fraud Detection in Utility Consumption Using Neural Networks - A Comparative Study. | Anik Saha, Doina Logofatu, Jiban Kumar Ray |
| 2024 | IDEAL | Tracking Healthy Organs in Medical Scans to Improve Cancer Treatment by Using UW-Madison GI Tract Image Segmentation. | Bimal Kumar Sah, Doina Logofatu |
| 2024 | SYNASC | Dynamic Stacking Optimization in Uncertain Environments: A Rolling Mill Complex System. | Aida Colovic, Amina Colovic, Doina Logofatu |
| 2024 | SYNASC | Level Generation Using ChatGPT: A Case Study on the Science Bird Game. | Julia Garbaruk, Jiban Kumar Ray, Doina Logofatu |
| 2024 | SYNASC | Efficiently Optimizing Crane Scheduling: A Rule-Based Approach for Dynamic and Uncertain Environments. | Philipp Bao-Phuc Pham, Zu Hyun Lee, Doina Logofatu |
| 2023 | ACIIDS | Comparative Study on Customer Churn Prediction by Using Machine Learning Techniques. | Shashikant Kumar, Doina Logofatu |
| 2023 | EANN | Performance Analysis of Digit Recognizer Using Various Machine Learning Algorithms. | Lakshmi Alekya Chittem, Doina Logofatu, Sheikh Sharfuddin Mim |
| 2023 | EANN | Classification of Time Signals Using Machine Learning Techniques. | Ishfaq Ahmad Jadoon, Doina Logofatu, Mohammad Nahin Islam |
| 2023 | EDUCON | Examining Various Search Algorithms in AI With Appropriate Literature and Their Performances Against a Human Agent in the Snake Game. | Sheikh Sharfuddin Mim, Md Nahin Islam, Doina Logofatu |
| 2023 | ICANN | Use of Machine Learning Algorithms to Analyze the Digit Recognizer Problem in an Effective Manner. | Usama Shakoor, Sheikh Sharfuddin Mim, Doina Logofatu |
| 2023 | ICCCI | Efficient Analysis of Patient Length of Stay in Hospitals Using Classification and Clustering Approaches. | Sheikh Sharfuddin Mim, Doina Logofatu, Florin Leon |
| 2023 | INISTA | Approaches for Solving a Dynamic Stacking Problem in Uncertain Environments. | Sarah Boecke, Doina Logofatu |
| 2023 | INISTA | A Comparative Study on Machine Learning Methods Through Evaluating the Impact of Contributing Factors on The Accuracy of Soil Moisture Prediction. | Md Nahin Islam, Doina Logofatu, Md Zahidul Haque |
| 2023 | SIMULTECH | Efficient Machine-Learning-Based Crypto Forecasting Analysis. | Sidra Hussain, Sheikh Sharfuddin Mim, Doina Logofatu |
| 2022 | ACIIDS | Experiments with Solving Mountain Car Problem Using State Discretization and Q-Learning. | Amelia Badica, Costin Badica, Mirjana Ivanovic, Doina Logofatu |
| 2022 | EANN | Efficient Approaches for Data Augmentation by Using Generative Adversarial Networks. | Pretom Kumar Saha, Doina Logofatu |
| 2022 | INISTA | Interactive Visualization of Ant Colony Optimization - Pathfinding on a Dynamic Grid. | Max Ehringhausen, Doina Logofatu |
| 2022 | IDC | Machine Learning Model for Flower Image Classification on a Tensor Processing Unit. | Anik Biswas, Julia Garbaruk, Doina Logofatu |
| 2022 | IDC | Efficient Approaches to Categorize Unstructured Documents into Sustainable Categories by Using Machine Learning. | Vikrant, Sheikh Sharfuddin Mim, Doina Logofatu |
| 2022 | SYNASC | Machine Learning Models to Predict Soil Moisture for Irrigation Schedule. | Md Nahin Islam, Doina Logofatu |
| 2021 | ACIIDS | Comparative Study of Machine Learning Algorithms for Performant Text Analysis in a Real World System. | Faraz Islam, Doina Logofatu |
| 2021 | ICCCI | Developing a Three Dimensional Registration Method for Optical Coherence Tomography Data. | Bansari Vadgama, Doina Logofatu, Peter Thoma |
| 2020 | ACIIDS | Efficient Approaches for House Pricing Prediction by Using Hybrid Machine Learning Algorithms. | Sruthi Chiramel, Doina Logofatu, Jyoti Rawat, Christina Andersson |
| 2020 | ACIIDS | Study on Digital Image Evolution of Artwork by Using Bio-Inspired Approaches. | Julia Garbaruk, Doina Logofatu, Costin Badica, Florin Leon |
| 2020 | EANN | A Comparative Study on Bayesian Optimization. | Gia Thuan Lam, Doina Logofatu |
| 2020 | EANN | Factors Affecting Accuracy of Convolutional Neural Network Using VGG-16. | Jyoti Rawat, Doina Logofatu, Sruthi Chiramel |
| 2020 | ICCCI | Convergence Behaviour of Population Size and Mutation Rate for NSGA-II in the Context of the Traveling Thief Problem. | Julia Garbaruk, Doina Logofatu |
| 2020 | ICCCI | Sentiment Analysis by Using Supervised Machine Learning and Deep Learning Approaches. | Saud Naeem, Doina Logofatu, Fitore Muharemi |
| 2019 | ACIIDS | Household Electric Load Pattern Consumption Enhanced Simulation by Random Behavior. | Alabbas Alhaj Ali, Doina Logofatu, Prachi Agrawal, Sreshtha Roy |
| 2019 | ACIIDS | Anomaly Detection Procedures in a Real World Dataset by Using Deep-Learning Approaches. | Alabbas Alhaj Ali, Abdul Rasheeq, Doina Logofatu, Costin Badica |
| 2019 | ACIIDS | Developing a General Video Game AI Controller Based on an Evolutionary Approach. | Kristiyan Balabanov, Doina Logofatu |
| 2019 | EANN | A Hybrid Approach for the Fighting Game AI Challenge: Balancing Case Analysis and Monte Carlo Tree Search for the Ultimate Performance in Unknown Environment. | Gia Thuan Lam, Doina Logofatu, Costin Badica |
| 2019 | EANN | A Deep Network System for Simulated Autonomous Driving Using Behavioral Cloning. | Andreea-Iulia Patachi, Florin Leon, Doina Logofatu |
| 2019 | EDUCON | Including Active Learning in an Online Database Management Course for Industrial Engineering Students. | Christina Andersson, Gerald Kroisandt, Doina Logofatu |
| 2019 | EDUCON | On Teaching Java and Object Oriented Programming by Using Children Board Games. | Julia Garbaruk, Doina Logofatu, Damian Groskreutz, Christina Andersson |
| 2019 | EDUCON | The Impact of Laboratory Courses in Technical Study Programs - Knowledge Earning or Not Much Learning? | Damian Groskreutz, Doina Logofatu, Anna Schott |
| 2019 | ICANN | An Evaluation of Various Regression Models for the Prediction of Two-Terminal Network Reliability. | Sabina-Adriana Floria, Florin Leon, Petru Cascaval, Doina Logofatu |
| 2019 | ICCCI | Demand Forecasting Using Random Forest and Artificial Neural Network for Supply Chain Management. | Navneet Vairagade, Doina Logofatu, Florin Leon, Fitore Muharemi |
| 2019 | IDC | Exploring the Space of Block Structured Scheduling Processes Using Constraint Logic Programming. | Amelia Badica, Costin Badica, Mirjana Ivanovic, Doina Logofatu |
| 2018 | ACIIDS | Approaches to Building a Detection Model for Water Quality: A Case Study. | Fitore Muharemi, Doina Logofatu, Christina Andersson, Florin Leon |
| 2018 | EANN | Machine Learning with the Pong Game: A Case Study. | Benedikt Nork, Geraldine Denise Lengert, Robert Uwe Litschel, Nasim Ahmad, Gia Thuan Lam, Doina Logofatu |
| 2018 | EDUCON | Using cultural heterogeneity to improve soft skills in engineering and computer science education. | Christina Andersson, Doina Logofatu |
| 2018 | EDUCON | Implementation of online problem-based learning for mechanical engineering students. | Christina Andersson, Doina Logofatu |
| 2018 | EDUCON | 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. | Damian Groskreutz, Doina Logofatu, Anna Schott |
| 2018 | EDUCON | On teaching calculus for prospective engineers and computer scientists: A case study monitoring of six semester calculus at Frankfurt UAS. | Doina Logofatu, Christina Andersson, Damian Groskreutz, Fitore Muharremi, Egbert Falkenberg |
| 2018 | ICANN | A Credibility-Based Analysis of Information Diffusion in Social Networks. | Sabina-Adriana Floria, Florin Leon, Doina Logofatu |
| 2018 | ICCCI | Novel Nature-Inspired Selection Strategies for Digital Image Evolution of Artwork. | Gia Thuan Lam, Kristiyan Balabanov, Doina Logofatu, Costin Badica |
| 2018 | ICCCI | Review on General Techniques and Packages for Data Imputation in R on a Real World Dataset. | Fitore Muharemi, Doina Logofatu, Florin Leon |
| 2018 | IDC | Collective Profitability of DAG-Based Selling-Buying Intermediation Processes. | Amelia Badica, Costin Badica, Mirjana Ivanovic, Doina Logofatu |
| 2018 | IDEAL | Applying Tree Ensemble to Detect Anomalies in Real-World Water Composition Dataset. | Minh Nguyen, Doina Logofatu |
| 2017 | EANN | Particle Swarm Optimization Algorithms for Autonomous Robots with Leaders Using Hilbert Curves. | Doina Logofatu, Gil Sobol, Daniel Stamate |
| 2017 | EDUCON | Deployment of a blended learning module in statistics for engineering and computer science students. | Christina Andersson, Doina Logofatu |
| 2017 | EDUCON | Enhancement of female participation in technical study programs - A real experiment or an experienced reality? An approach from a daily operation point of view. | Damian Groskreutz, Doina Logofatu, Anna Schott |
| 2017 | EDUCON | Prospective engineers and children's literature - An unusual approach to teach key competencies: An interdisciplinary module. | Doina Logofatu, Barbara Lammlein, Christina Andersson, Gheorghe Goldenthal |
| 2017 | ICCCI | Considerations in Analyzing Ecological Dependent Populations in a Changing Environment. | Kristiyan Balabanov, Robinson Guerra Fietz, Doina Logofatu |
| 2017 | ICCCI | A Novel Space Filling Curves Based Approach to PSO Algorithms for Autonomous Agents. | Doina Logofatu, Gil Sobol, Daniel Stamate, Kristiyan Balabanov |
| 2017 | SIMULTECH | Considerations on 2D-Bin Packing Problem: Is the Order of Placement a Relevant Factor? | Gia Thuan Lam, Viet Anh Ho, Doina Logofatu |
| 2016 | EDUCON | Work in progress: Improving communication skills of engineering students by employing texts such as fairy tales: An interdisciplinary approach. | Doina Logofatu, Barbara Lammlein |
| 2015 | DSAA | Sentiment and stock market volatility predictive modelling - A hybrid approach. | Rapheal Olaniyan, Daniel Stamate, Lahcen Ouarbya, Doina Logofatu |
| 2014 | ALIFE | Framework for Adaptive Swarm Simulation and Optimization Using MapReduce. | Sergi Canyameres, Doina Logofatu |
| 2010 | PPSN | Evolutionary Detection of New Classes of Equilibria: Application in Behavioral Games. | Dumitru Dumitrescu, Rodica Ioana Lung, Rka Nagy, Daniela Zaharie, Attila Bartha, Doina Logofatu |
| 2010 | PPSN | Parallel Evolutionary Approach of Compaction Problem Using MapReduce. | Doina Logofatu, Dumitru Dumitrescu |