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2020 – today
- 2024
[c88]Mou Saha, Doina Logofatu:
An Approach to Predict Optimal Configurations for LDA-Based Topic Modeling. EANN 2024: 17-27- [c87]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: 329-342 - [c86]Henry Musto, Daniel Stamate, Doina Logofatu, Daniel Stahl:
Predicting Deterioration in Mild Cognitive Impairment with Survival Transformers, Extreme Gradient Boosting and Cox Proportional Hazard Modelling. ICANN (8) 2024: 359-372 - [c85]Md Mahbub Ul Alam, Doina Logofatu:
Exploring the Potential of Generative Models in Promoting Local Language News Consumption. ICCCI (CCIS Volume 2) 2024: 141-154 - [c84]Jiban Kumar Ray, Doina Logofatu, Costin Badica:
Dynamic Stacking Optimization in Unpredictable Environments: A Focus on Crane Scheduling. AIAI (4) 2024: 170-182 - [c83]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: 301-315 - [c82]Sheikh Sharfuddin Mim, Doina Logofatu, Gabriel Guerrero-Contreras, Inmaculada Medina-Bulo:
Leveraging Topic Modeling and Extractive Summarization for Unlocking Insights from NeurIPS Papers. INISTA 2024: 1-6 - [c81]Anik Saha, Doina Logofatu, Jiban Kumar Ray:
Enhancing Fraud Detection in Utility Consumption Using Neural Networks - A Comparative Study. INISTA 2024: 1-6 - [c80]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 - [i1]Henry Musto, Daniel Stamate, Doina Logofatu, Daniel Stahl:
Predicting Deterioration in Mild Cognitive Impairment with Survival Transformers, Extreme Gradient Boosting and Cox Proportional Hazard Modelling. CoRR abs/2409.16231 (2024) - 2023
- [c79]Shashikant Kumar, Doina Logofatu:
Comparative Study on Customer Churn Prediction by Using Machine Learning Techniques. ACIIDS (Companion) 2023: 339-351 - [c78]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: 1-7 - [c77]Ishfaq Ahmad Jadoon, Doina Logofatu, Mohammad Nahin Islam:
Classification of Time Signals Using Machine Learning Techniques. EANN 2023: 85-96 - [c76]Lakshmi Alekya Chittem, Doina Logofatu, Sheikh Sharfuddin Mim:
Performance Analysis of Digit Recognizer Using Various Machine Learning Algorithms. EANN 2023: 340-351 - [c75]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: 1-10 - [c74]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: 496-507 - [c73]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: 675-688 - [c72]Kushal Shree Dhani, Benedikt Zundel, Doina Logofatu:
Efficient Approaches for the Discovery of Sensitive Information by Using Natural Language Processing Techniques. AIAI (2) 2023: 399-410 - [c71]Sarah Boecke, Doina Logofatu:
Approaches for Solving a Dynamic Stacking Problem in Uncertain Environments. INISTA 2023: 1-6 - [c70]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: 1-6 - [c69]Sidra Hussain, Sheikh Sharfuddin Mim, Doina Logofatu:
Efficient Machine-Learning-Based Crypto Forecasting Analysis. SIMULTECH 2023: 352-360 - 2022
- [j10]Dumitru Daniel Vecliuc, Florin Leon, Doina Logofatu:
A Comparison between Task Distribution Strategies for Load Balancing Using a Multiagent System. Comput. 10(12): 223 (2022) - [j9]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): 203-215 (2022) - [c68]Amelia Badica, Costin Badica, Mirjana Ivanovic, Doina Logofatu:
Experiments with Solving Mountain Car Problem Using State Discretization and Q-Learning. ACIIDS (1) 2022: 142-155 - [c67]Pretom Kumar Saha, Doina Logofatu:
Efficient Approaches for Data Augmentation by Using Generative Adversarial Networks. EANN 2022: 386-399 - [c66]Sheikh Sharfuddin Mim, Doina Logofatu:
A Cluster-based Analysis for Targeting Potential Customers in a Real-world Marketing System. ICCP 2022: 159-166 - [c65]Anik Biswas, Julia Garbaruk, Doina Logofatu:
Machine Learning Model for Flower Image Classification on a Tensor Processing Unit. IDC 2022: 69-74 - [c64]Vikrant, Sheikh Sharfuddin Mim, Doina Logofatu:
Efficient Approaches to Categorize Unstructured Documents into Sustainable Categories by Using Machine Learning. IDC 2022: 188-194 - [c63]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: 383-393 - [c62]Alabbas Alhaj Ali, Doina Logofatu:
An Analysis on Graph-Processing Frameworks: Neo4j and Spark GraphX. AIAI (1) 2022: 461-470 - [c61]Max Ehringhausen, Doina Logofatu:
Interactive Visualization of Ant Colony Optimization - Pathfinding on a Dynamic Grid. INISTA 2022: 1-6 - [c60]Md Nahin Islam, Doina Logofatu:
Machine Learning Models to Predict Soil Moisture for Irrigation Schedule. SYNASC 2022: 226-232 - 2021
- [j8]Gia Thuan Lam, Doina Logofatu, Costin Badica:
A novel real-time design for fighting game AI. Evol. Syst. 12(1): 169-176 (2021) - [c59]Faraz Islam, Doina Logofatu:
Comparative Study of Machine Learning Algorithms for Performant Text Analysis in a Real World System. ACIIDS (Companion) 2021: 162-173 - [c58]Bansari Vadgama, Doina Logofatu, Peter Thoma:
Developing a Three Dimensional Registration Method for Optical Coherence Tomography Data. ICCCI (CCIS Volume) 2021: 146-158 - [c57]Pretom Kumar Saha, Doina Logofatu:
Efficient Approaches for Density-Based Spatial Clustering of Applications with Noise. AIAI 2021: 184-195 - [c56]S. M. Soliman Hossain, Jyoti Rawat, Doina Logofatu:
Analysis and Prediction for House Sales Prices by Using Hybrid Machine Learning Approaches. AIAI 2021: 594-604 - [c55]Amelia Badica, Costin Badica, Ion Buligiu, Liviu Ion Ciora, Doina Logofatu:
Optimal Knockout Tournaments: Definition and Computation. LSSC 2021: 217-225 - 2020
- [j7]Tymoteusz Cejrowski, Julian Szymanski, Doina Logofatu:
Buzz-based recognition of the honeybee colony circadian rhythm. Comput. Electron. Agric. 175: 105586 (2020) - [j6]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): 215-226 (2020) - [j5]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): 383-396 (2020) - [c54]Sruthi Chiramel, Doina Logofatu, Jyoti Rawat, Christina Andersson:
Efficient Approaches for House Pricing Prediction by Using Hybrid Machine Learning Algorithms. ACIIDS (Companion) 2020: 85-94 - [c53]Julia Garbaruk, Doina Logofatu, Costin Badica, Florin Leon:
Study on Digital Image Evolution of Artwork by Using Bio-Inspired Approaches. ACIIDS (1) 2020: 261-270 - [c52]Jyoti Rawat, Doina Logofatu, Sruthi Chiramel:
Factors Affecting Accuracy of Convolutional Neural Network Using VGG-16. EANN 2020: 251-260 - [c51]Gia Thuan Lam, Doina Logofatu:
A Comparative Study on Bayesian Optimization. EANN 2020: 581-592 - [c50]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: 164-175 - [c49]Saud Naeem, Doina Logofatu, Fitore Muharemi:
Sentiment Analysis by Using Supervised Machine Learning and Deep Learning Approaches. ICCCI (CCIS Volume) 2020: 481-491 - [c48]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: 98-101 - [c47]Pavan Patil, David Merkl, Doina Logofatu:
Mobile Facility Location Problem: Practical Examples and Solution modeling. ICSTCC 2020: 238-243
2010 – 2019
- 2019
- [j4]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): 294-307 (2019) - [j3]Amelia Badica, Costin Badica, Mirjana Ivanovic, Doina Logofatu:
Collective profitability in semi-competitive intermediation networks. J. Intell. Fuzzy Syst. 37(6): 7357-7368 (2019) - [j2]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): 7369-7381 (2019) - [c46]Alabbas Alhaj Ali, Doina Logofatu, Prachi Agrawal, Sreshtha Roy:
Household Electric Load Pattern Consumption Enhanced Simulation by Random Behavior. ACIIDS (1) 2019: 290-302 - [c45]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: 303-314 - [c44]Kristiyan Balabanov, Doina Logofatu:
Developing a General Video Game AI Controller Based on an Evolutionary Approach. ACIIDS (1) 2019: 315-326 - [c43]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: 139-150 - [c42]Andreea-Iulia Patachi, Florin Leon, Doina Logofatu:
A Deep Network System for Simulated Autonomous Driving Using Behavioral Cloning. EANN 2019: 235-245 - [c41]Christina Andersson, Gerald Kroisandt, Doina Logofatu:
Including Active Learning in an Online Database Management Course for Industrial Engineering Students. EDUCON 2019: 217-220 - [c40]Damian Groskreutz, Doina Logofatu, Anna Schott:
The Impact of Laboratory Courses in Technical Study Programs - Knowledge Earning or Not Much Learning? EDUCON 2019: 442-447 - [c39]Julia Garbaruk, Doina Logofatu, Damian Groskreutz, Christina Andersson:
On Teaching Java and Object Oriented Programming by Using Children Board Games. EDUCON 2019: 601-606 - [c38]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: 267-280 - [c37]Navneet Vairagade, Doina Logofatu, Florin Leon, Fitore Muharemi:
Demand Forecasting Using Random Forest and Artificial Neural Network for Supply Chain Management. ICCCI (1) 2019: 328-339 - [c36]Doina Logofatu, Florin Leon, Fitore Muharemi:
General Video Game AI Controller - Integrating Three Algorithms to Bring a New Solution. ICSTCC 2019: 856-859 - [c35]Amelia Badica, Costin Badica, Mirjana Ivanovic, Doina Logofatu:
Exploring the Space of Block Structured Scheduling Processes Using Constraint Logic Programming. IDC 2019: 149-159 - [c34]Amelia Badica, Costin Badica, Doina Logofatu, Ion Buligiu, Liviu Ciora:
Modeling Block Structured Project Scheduling with Resource Constraints. LSSC 2019: 484-492 - [c33]Fitore Muharemi, Egzon Syka, Doina Logofatu:
Recognizing User's Activity and Transport Mode Detection: Maintaining Low-Power Consumption. PKDD/ECML Workshops (2) 2019: 21-37 - 2018
- [c32]Fitore Muharemi, Doina Logofatu, Christina Andersson, Florin Leon:
Approaches to Building a Detection Model for Water Quality: A Case Study. ACIIDS (Extended Posters) 2018: 173-183 - [c31]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: 106-117 - [c30]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: 95-99 - [c29]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: 126-133 - [c28]Christina Andersson, Doina Logofatu:
Using cultural heterogeneity to improve soft skills in engineering and computer science education. EDUCON 2018: 191-195 - [c27]Christina Andersson, Doina Logofatu:
Implementation of online problem-based learning for mechanical engineering students. EDUCON 2018: 484-488 - [c26]Sabina-Adriana Floria, Florin Leon, Doina Logofatu:
A Credibility-Based Analysis of Information Diffusion in Social Networks. ICANN (3) 2018: 828-838 - [c25]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: 386-395 - [c24]Gia Thuan Lam, Kristiyan Balabanov, Doina Logofatu, Costin Badica:
Novel Nature-Inspired Selection Strategies for Digital Image Evolution of Artwork. ICCCI (2) 2018: 499-508 - [c23]Amelia Badica, Costin Badica, Mirjana Ivanovic, Doina Logofatu:
Collective Profitability of DAG-Based Selling-Buying Intermediation Processes. IDC 2018: 414-424 - [c22]Minh Nguyen, Doina Logofatu:
Applying Tree Ensemble to Detect Anomalies in Real-World Water Composition Dataset. IDEAL (1) 2018: 429-438 - [c21]Amelia Badica, Costin Badica, Daniela Danciulescu, Doina Logofatu:
Greedy Heuristics for Automatic Synthesis of Efficient Block-Structured Scheduling Processes from Declarative Specifications. AIAI 2018: 183-195 - [c20]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: 219-230 - [c19]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: 273-284 - [c18]Kristiyan Balabanov, Doina Logofatu, Costin Badica, Florin Leon:
A Simulation-Based Analysis of Interdependent Populations in a Dynamic Ecological Environment. AIAI 2018: 437-448 - 2017
- [j1]Christina Andersson, Doina Logofatu:
A Blended Learning Module in Statistics for Computer Science and Engineering Students Revisited. Int. J. Eng. Pedagog. 7(4): 66-77 (2017) - [c17]Doina Logofatu, Gil Sobol, Daniel Stamate:
Particle Swarm Optimization Algorithms for Autonomous Robots with Leaders Using Hilbert Curves. EANN 2017: 535-543 - [c16]Christina Andersson, Doina Logofatu:
Deployment of a blended learning module in statistics for engineering and computer science students. EDUCON 2017: 542-546 - [c15]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: 607-612 - [c14]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: 640-645 - [c13]Kristiyan Balabanov, Robinson Guerra Fietz, Doina Logofatu:
Considerations in Analyzing Ecological Dependent Populations in a Changing Environment. ICCCI (1) 2017: 223-232 - [c12]Doina Logofatu, Gil Sobol, Daniel Stamate, Kristiyan Balabanov:
A Novel Space Filling Curves Based Approach to PSO Algorithms for Autonomous Agents. ICCCI (1) 2017: 361-370 - [c11]Gia Thuan Lam, Viet Anh Ho, Doina Logofatu:
Considerations on 2D-Bin Packing Problem: Is the Order of Placement a Relevant Factor? SIMULTECH 2017: 280-287 - 2016
- [c10]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: 1160-1163 - 2015
- [c9]Rapheal Olaniyan, Daniel Stamate, Lahcen Ouarbya, Doina Logofatu:
Sentiment and stock market volatility predictive modelling - A hybrid approach. DSAA 2015: 1-10 - [c8]Rapheal Olaniyan, Daniel Stamate, Doina Logofatu:
Social Web-Based Anxiety Index's Predictive Information on S&P 500 Revisited. SLDS 2015: 203-213 - 2014
- [c7]Sergi Canyameres, Doina Logofatu:
Framework for Adaptive Swarm Simulation and Optimization Using MapReduce. ALIFE 2014: 957-962 - [c6]Sergi Canyameres, Doina Logofatu:
Platform for Simulation and Improvement of Swarm Behavior in Changing Environments. AIAI 2014: 121-129 - [c5]Doina Logofatu, Daniel Stamate:
Scalable Distributed Genetic Algorithm for Data Ordering Problem with Inversion Using MapReduce. AIAI 2014: 325-334 - 2011
- [p1]Doina Logofatu, Manfred Gruber, Dumitru Dan Dumitrescu:
Distributed Evolutionary Algorithm Using the MapReduce Paradigm - A Case Study for Data Compaction Problem. Intelligent Decision Systems in Large-Scale Distributed Environments 2011: 279-291 - 2010
- [c4]Doina Logofatu, Dumitru Dumitrescu:
Parallel Evolutionary Approach of Compaction Problem Using MapReduce. PPSN (2) 2010: 361-370 - [c3]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: 432-441
2000 – 2009
- 2008
- [c2]Doina Logofatu, Rolf Drechsler:
Comparative Study by Solving the Test Compaction Problem. ISMVL 2008: 44-49 - 2006
- [c1]Doina Logofatu, Rolf Drechsler:
Efficient Evolutionary Approaches for the Data Ordering Problem with Inversion. EvoWorkshops 2006: 320-331
Coauthor Index
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last updated on 2024-10-17 21:34 CEST by the dblp team
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