Simone A. Ludwig

132 papers A 5B 28C 7Misc 2Journal 42Unranked 45
YearRankTypeTitle / Venue / Authors
2026 J jnl
PSO-optimized TabTransformer architecture with feature engineering for enhanced cervical cancer risk prediction.
Expert Syst. Appl.
Umme Habiba, Simone A. Ludwig
2025 J jnl
CombinatorixPy: Advancing mixture descriptors for computational chemistry.
SoftwareX
Rahil Ashtari Mahini, Gerardo M. Casañola-Martín, Stephen Szwiec, Simone A. Ludwig, Bakhtiyor F. Rasulev
2025 J jnl
Feature Selection Method Based on Simultaneous Perturbation Stochastic Approximation Technique Evaluated on Cancer Genome Data Classification.
Algorithms
Satya Dev Pasupuleti, Simone A. Ludwig
2025 — conf
Forecasting Air Quality: A Comparative Study of Various Time Series Approaches.
ICAISC (1)
Satya Dev Pasupuleti, Simone A. Ludwig
2025 J jnl
Guided Particle Swarm Optimization for Feature Selection: Application to Cancer Genome Data.
Algorithms
Simone A. Ludwig
2024 J jnl
MixtureMetrics: A comprehensive package to develop additive numerical features to describe complex materials for machine learning modeling.
SoftwareX
Rahil Ashtari Mahini, Gerardo M. Casañola-Martín, Simone A. Ludwig, Bakhtiyor F. Rasulev
2024 J jnl
Parallelization of the Bison Algorithm Applied to Data Classification.
Algorithms
Simone A. Ludwig, Jamil Al-Sawwa, Aaron Mackenzie Misquith
2023 — conf
Image Forgery Detection Algorithm Using Particle Swarm Optimization.
SSCI
Hussain Alibrahim, Simone A. Ludwig
2023 J jnl
Optimization for Pipeline Corrosion Sensor Placement in Oil-Water Two-Phase Flow Using CFD Simulations and Genetic Algorithm.
Sensors
Shuomang Shi, Baiyu Jiang, Simone A. Ludwig, Luyang Xu, Hao Wang, Ying Huang, Fei Yan
2022 — conf
Detecting Pneumonia Based On Chest X-Ray Images Using Reinforcement Learning.
AIKE
Rafa Alenezi, Simone A. Ludwig
2022 B conf
Explainability Using SHAP for Epileptic Seizure Recognition.
IEEE Big Data
Simone A. Ludwig
2022 B conf
Fuzzy Index Evaluating Image Edge Detection obtained with Ant Colony Optimization.
FUZZ-IEEE
Cristina Ticala, Camelia-Mihaela Pintea, Simone A. Ludwig, Mara Hajdu-Macelaru, Oliviu Matei, Petrica C. Pop
2022 J jnl
Performance Analysis of Data Fusion Methods Applied to Epileptic Seizure Recognition.
J. Artif. Intell. Soft Comput. Res.
Simone A. Ludwig
2021 — conf
Analysis of Gene Expression Cancer Data Set: Classification of TCGA Pan-cancer HiSeq Data.
IEEE BigData
Yusaku Nitta, Mitchell Borders, Simone A. Ludwig
2021 — conf
Classifying DNS Tunneling Tools For Malicious DoH Traffic.
SSCI
Rafa Alenezi, Simone A. Ludwig
2021 — conf
Explainability of Cybersecurity Threats Data Using SHAP.
SSCI
Rafa Alenezi, Simone A. Ludwig
2021 J jnl
Genre based hybrid filtering for movie recommendation engine.
J. Intell. Inf. Syst.
Arighna Roy, Simone A. Ludwig
2021 B conf
Hyperparameter Optimization: Comparing Genetic Algorithm against Grid Search and Bayesian Optimization.
CEC
Hussain Alibrahim, Simone A. Ludwig
2021 — conf
Image Encryption Algorithm based on Particle Swarm Optimization and Chaos Logistic Map.
SSCI
Hussain Alibrahim, Simone A. Ludwig
2021 — conf
Improving Transaction Speed and Scalability in Blockchain Systems.
IEEE BigData
Joshua Aaron DeNio, Simone A. Ludwig
2021 — conf
Investigation of Domain Name System Attack Clustering using Semi-Supervised Learning with Swarm Intelligence Algorithms.
SSCI
Hussain Alibrahim, Simone A. Ludwig
2021 J jnl
Investigation of Orientation Estimation of Multiple IMUs.
Unmanned Syst.
Simone A. Ludwig
2020 — conf
Analyzing Privacy of Time Series Data Using Substitute Auto-encoder Neural Network.
SSCI
Sayantica Pattanayak, Simone A. Ludwig
2020 — conf
Association Rule Mining Based Algorithm for Recovery of Silent Data Corruption in Convolutional Neural Network Data Storage.
SSCI
Mohammadreza Ramzanpour, Simone A. Ludwig
2020 — conf
Multi-label Classification for Epileptic Seizure Recognition: Deep Neural Network Ensemble versus Choquet Fuzzy Integral Fusion.
SSCI
Simone A. Ludwig
2020 J jnl
Parallel particle swarm optimization classification algorithm variant implemented with Apache Spark.
Concurr. Comput. Pract. Exp.
Jamil Al-Sawwa, Simone A. Ludwig
2020 J jnl
Performance evaluation of a cost-sensitive differential evolution classifier using spark - Imbalanced binary classification.
J. Comput. Sci.
Jamil Al-Sawwa, Simone A. Ludwig
2020 J jnl
Recovery algorithm to correct silent data corruption of synaptic storage in convolutional neural networks.
Int. J. Hybrid Intell. Syst.
Arighna Roy, Simone A. Ludwig
2019 — conf
A Cost-Sensitive Centroid-based Differential Evolution Classification Algorithm applied to Cancer Data Sets.
SSCI
Jamil Al-Sawwa, Simone A. Ludwig
2019 J jnl
Applying a Neural Network Ensemble to Intrusion Detection.
J. Artif. Intell. Soft Comput. Res.
Simone A. Ludwig
2019 — conf
Classification Models and Survival Analysis for Prostate Cancer Using RNA Sequencing and Clinical Data.
IEEE BigData
Md Faisal Kabir, Simone A. Ludwig
2019 B conf
Comparison of Time Series Approaches applied to Greenhouse Gas Analysis: ANFIS, RNN, and LSTM.
FUZZ-IEEE
Simone A. Ludwig
2019 B conf
Improving Data Privacy Using Fuzzy Logic and Autoencoder Neural Network.
FUZZ-IEEE
Sayantica Pattanayak, Simone A. Ludwig
2019 J jnl
Performance Evaluation of Deep Neural Networks Applied to Speech Recognition: RNN, LSTM and GRU.
J. Artif. Intell. Soft Comput. Res.
Apeksha Shewalkar, Deepika Nyavanandi, Simone A. Ludwig
2018 — conf
Centroid-Based Particle Swarm Optimization Variant for Data Classification.
SSCI
Jamil Al-Sawwa, Simone A. Ludwig
2018 C conf
Classification of Breast Cancer Risk Factors Using Several Resampling Approaches.
ICMLA
Md Faisal Kabir, Simone A. Ludwig
2018 J jnl
Comparing Spark with MapReduce: Glowworm Swarm Optimization Applied to Multimodal Functions.
Int. J. Swarm Intell. Res.
Goutham Miryala, Simone A. Ludwig
2018 J jnl
Effect of Strategy Adaptation on Differential Evolution in Presence and Absence of Parameter Adaptation: An Investigation.
J. Artif. Intell. Soft Comput. Res.
Deepak Dawar, Simone A. Ludwig
2018 B conf
Genetic Algorithm Based Kalman Filter Adaptation Algorithm for Magnetic and Inertial Measurement Unit.
CEC
Simone A. Ludwig
2018 B conf
Optimization of Control Parameter for Filter Algorithms for Attitude and Heading Reference Systems.
CEC
Simone A. Ludwig
2018 — conf
Rule Discovery from Breast Cancer Risk Factors using Association Rule Mining.
IEEE BigData
Md Faisal Kabir, Simone A. Ludwig, Abu Saleh Abdullah
2017 J jnl
A Differential Evolution Based Multiclass Vehicle Detector and Classifier for Urban Environments.
Int. J. Swarm Intell. Res.
Deepak Dawar, Simone A. Ludwig
2017 J jnl
Color Image Segmentation Using Fuzzy C-Regression Model.
Adv. Fuzzy Syst.
Min Chen, Simone A. Ludwig
2017 C conf
Encryption Based on Neural Cryptography.
HIS
Sayantica Pattanayak, Simone A. Ludwig
2017 — conf
Intrusion detection of multiple attack classes using a deep neural net ensemble.
SSCI
Simone A. Ludwig
2017 J jnl
Investigation of different classifiers and channel configurations of a mobile P300-based brain-computer interface.
Medical Biol. Eng. Comput.
Simone A. Ludwig, Jun Kong
2017 B conf
Object tracking using Particle Swarm Optimization and Earth mover's distance.
CEC
Gongyi Xia, Simone A. Ludwig
2017 B conf
Side-channel analysis and machine learning: A practical perspective.
IJCNN
Stjepan Picek, Annelie Heuser, Alan Jovic, Simone A. Ludwig, Sylvain Guilley, Domagoj Jakobovic, Nele Mentens
2017 B conf
Similarities and sensitivity: Immune and ant algorithms applied towards robotics.
CEC
Camelia-Mihaela Pintea, Simone A. Ludwig, Petrica C. Pop, Oliviu Matei
2016 J jnl
A Scalable MapReduce-enabled Glowworm Swarm Optimization Approach for High Dimensional Multimodal Functions.
Int. J. Swarm Intell. Res.
Ibrahim Aljarah, Simone A. Ludwig
2016 J jnl
Anthony Brabazon, Michael O'Neill, Sean McGarraghy: Natural computing algorithms - Springer, 2015, 554 pp, ISBN: 978-3-662-43631-8.
Genet. Program. Evolvable Mach.
Simone A. Ludwig
2016 B conf
Improved glowworm swarm optimization algorithm applied to multi-level thresholding.
CEC
Simone A. Ludwig
2016 B conf
Object-tracking based on particle filter using particle swarm optimization with density estimation.
CEC
Gongyi Xia, Simone A. Ludwig
2016 B conf
Running krill herd algorithm on Hadoop: A performance study.
CEC
Simone A. Ludwig
2015 B conf
A differential evolution based axle detector for robust vehicle classification.
CEC
Deepak Dawar, Simone A. Ludwig
2015 B conf
Adaptability of a discrete PSO algorithm applied to the Traveling Salesman Problem with fuzzy data.
FUZZ-IEEE
Camelia-Mihaela Pintea, Simone A. Ludwig, Gloria Cerasela Crisan
2015 B conf
Analyzing gene expression data: Fuzzy decision tree algorithm applied to the classification of cancer data.
FUZZ-IEEE
Simone A. Ludwig, Domagoj Jakobovic, Stjepan Picek
2015 B conf
Immune network algorithm applied to the optimization of composite SaaS in Cloud computing.
CEC
Simone A. Ludwig, Kevin Bauer
2015 J jnl
MapReduce-based fuzzy c-means clustering algorithm: implementation and scalability.
Int. J. Mach. Learn. Cybern.
Simone A. Ludwig
2015 J jnl
Parallelization of Enhanced Firework Algorithm using MapReduce.
Int. J. Swarm Intell. Res.
Simone A. Ludwig, Deepak Dawar
2014 J jnl
A fuzzy discrete particle swarm optimization classifier for rule classification.
Int. J. Hybrid Intell. Syst.
Min Chen, Simone A. Ludwig
2014 A conf
Clonal selection based fuzzy C-means algorithm for clustering.
GECCO
Simone A. Ludwig
2014 — conf
Differential evolution with dither and annealed scale factor.
SDE
Deepak Dawar, Simone A. Ludwig
2014 B conf
Fuzzy clustering using automatic particle swarm optimization.
FUZZ-IEEE
Min Chen, Simone A. Ludwig
2014 A conf
MapReduce-based optimization of overlay networks using particle swarm optimization.
GECCO
Simone A. Ludwig
2014 — conf
Parallel glowworm swarm optimization clustering algorithm based on MapReduce.
SIS
Nailah Al-Madi, Ibrahim Aljarah, Simone A. Ludwig
2014 J jnl
Particle Swarm Optimization Based Fuzzy Clustering Approach to Identify Optimal Number of Clusters.
J. Artif. Intell. Soft Comput. Res.
Min Chen, Simone A. Ludwig
2014 J jnl
Repulsive Self-Adaptive Acceleration Particle Swarm Optimization Approach.
J. Artif. Intell. Soft Comput. Res.
Simone A. Ludwig
2013 — conf
A MapReduce based glowworm swarm optimization approach for multimodal functions.
SIS
Ibrahim Aljarah, Simone A. Ludwig
2013 B conf
A new clustering approach based on Glowworm Swarm Optimization.
IEEE Congress on Evolutionary Computation
Ibrahim Aljarah, Simone A. Ludwig
2013 J jnl
Automatic detection and segmentation of bovine corpora lutea in ultrasonographic ovarian images using genetic programming and rotation invariant local binary patterns.
Medical Biol. Eng. Comput.
Meng Dong, Mark G. Eramian, Simone A. Ludwig, Roger A. Pierson
2013 C conf
Automatic service composition using POMDP and provenance data.
CIDM
Mahsa Naseri, Simone A. Ludwig
2013 C conf
Extracting workflow structures through Bayesian learning and provenance data.
ISDA
Mahsa Naseri, Simone A. Ludwig
2013 — conf
Fuzzy decision tree using soft discretization and a genetic algorithm based feature selection method.
NaBIC
Min Chen, Simone A. Ludwig
2013 C conf
Improving genetic programming classification for binary and multiclass datasets.
CIDM
Nailah Al-Madi, Simone A. Ludwig
2013 B conf
MapReduce intrusion detection system based on a particle swarm optimization clustering algorithm.
IEEE Congress on Evolutionary Computation
Ibrahim Aljarah, Simone A. Ludwig
2013 J jnl
Memetic algorithms applied to the optimization of workflow compositions.
Swarm Evol. Comput.
Simone A. Ludwig
2013 B conf
Particle Swarm Optimization Approach with Parameter-Wise Hill-Climbing Heuristic for Task Allocation of Workflow Applications on the Cloud.
ICTAI
Simone A. Ludwig
2013 — conf
Scaling Genetic Programming for data classification using MapReduce methodology.
NaBIC
Nailah Al-Madi, Simone A. Ludwig
2013 — conf
Segment-based genetic programming.
GECCO (Companion)
Nailah Al-Madi, Simone A. Ludwig
2013 — conf
Towards a repulsive and adaptive particle swarm optimization algorithm.
GECCO (Companion)
Simone A. Ludwig
2013 — conf
Towards a scalable intrusion detection system based on parallel PSO clustering using mapreduce.
GECCO (Companion)
Ibrahim Aljarah, Simone A. Ludwig
2012 — conf
Adaptive genetic programming applied to classification in data mining.
NaBIC
Nailah Al-Madi, Simone A. Ludwig
2012 B conf
Applying Particle Swarm Optimization to Quality-of-Service-Driven Web Service Composition.
AINA
Simone A. Ludwig
2012 B conf
Clonal selection based genetic algorithm for workflow service selection.
IEEE Congress on Evolutionary Computation
Simone A. Ludwig
2012 — conf
Discrete Particle Swarm Optimization with local search strategy for Rule Classification.
NaBIC
Min Chen, Simone A. Ludwig
2012 B conf
Fuzzy-guided genetic algorithm applied to the web service selection problem.
FUZZ-IEEE
Min Chen, Simone A. Ludwig
2012 — ch.
Matchmaking in Multi-attribute Auctions using a Genetic Algorithm and a Particle Swarm Approach.
New Trends in Agent-Based Complex Automated Negotiations
Simone A. Ludwig, Thomas Schoene
2012 — conf
Parallel particle swarm optimization clustering algorithm based on MapReduce methodology.
NaBIC
Ibrahim Aljarah, Simone A. Ludwig
2012 B conf
Step-optimized Particle Swarm Optimization.
IEEE Congress on Evolutionary Computation
Thomas Schoene, Simone A. Ludwig, Raymond J. Spiteri
2011 — conf
Memetic algorithm for web service selection.
BADS@ICAC
Simone A. Ludwig
2011 — conf
Nature-inspired reconfiguration of overlay networks.
NaBIC
Simone A. Ludwig
2011 — conf
Single-objective versus multi-objective Genetic algorithms for workflow composition based on service level agreements.
SOCA
Simone A. Ludwig
2011 J jnl
Swarm Intelligence Approaches for Grid Load Balancing.
J. Grid Comput.
Simone A. Ludwig, Azin Moallem
2011 — conf
Web service selection using particle swarm optimization and genetic algorithms.
NaBIC
Simone A. Ludwig, Thomas Schoene
2010 — conf
A multi-functional architecture addressing workflow and service challenges using provenance data.
PIKM
Mahsa Naseri, Simone A. Ludwig
2010 J jnl
Comparison of a Deductive Database with a Semantic Web reasoning engine.
Knowl. Based Syst.
Simone A. Ludwig
2010 J jnl
Medical Outcome Prediction for Intensive Care Unit Patients.
Int. J. Comput. Model. Algorithms Medicine
Simone A. Ludwig, Stefanie Roos, Monique Frize, Nicole Yu
2010 — conf
Prediction of breast cancer biopsy outcomes using a distributed genetic programming approach.
IHI
Simone A. Ludwig
2010 — conf
Prognosis of Breast Cancer Using Genetic Programming.
KES (4)
Simone A. Ludwig, Stefanie Roos
2009 — ed.
CSIE 2009, 2009 WRI World Congress on Computer Science and Information Engineering, March 31 - April 2, 2009, Los Angeles, California, USA, 7 Volumes
CSIE
Mark Burgin, Masud H. Chowdhury, Chan H. Ham, Simone A. Ludwig, Weilian Su, Sumanth Yenduri
2009 B conf
Evaluation of trust in an ecommerce multi-agent system using fuzzy reasoning.
FUZZ-IEEE
Simone A. Ludwig, Andriy Hnativ
2009 B conf
Fuzzy approach for the evaluation of trust and reputation of services.
FUZZ-IEEE
Simone A. Ludwig, Venkat Pulimi, Andriy Hnativ
2009 C conf
Performance Analysis of a Deductive Database with a Semantic Web Reasoning Engine: ConceptBase and Racer.
SEKE
Simone A. Ludwig, Craig Thompson, Kristofor Amundson
2009 — conf
QoS-Aware Service Selection for Abstract Workflows using Provenance Data and Fuzzy Constraint Satisfaction Modeling.
SWWS
Mahsa Naseri, Simone A. Ludwig
2009 J jnl
Sensor Grid Architecture for Remote Patient Health Care Monitoring.
Int. J. Semantic Comput.
Simone A. Ludwig
2009 Misc conf
Using artificial life techniques for distributed grid job scheduling.
SAC
Azin Moallem, Simone A. Ludwig
2008 C conf
Agent-Based Assistant for e-Negotiations.
ISMIS
Simone A. Ludwig
2008 — conf
Comparison of Service Selection Algorithms for Grid Services: Multiple Objective Particle Swarm Optimization and Constraint Satisfaction Based Service Selection.
ICTAI (1)
Tapashree Guha, Simone A. Ludwig
2008 B conf
Fuzzy match score of semantic service match.
FUZZ-IEEE
Simone A. Ludwig
2008 J jnl
Performance evaluation of semantic registries: OWLJessKB and instanceStore.
Serv. Oriented Comput. Appl.
Simone A. Ludwig, Omer F. Rana
2007 — conf
Comparing semantic registries: OWLJessKB and InstanceStore.
SOCP@HPDC
Simone A. Ludwig, Omer F. Rana
2007 — ch.
Context-Aware Ontology Selection Framework.
Ontologies
Simone A. Ludwig, S. M. S. Reyhani
2007 J jnl
Enterprise application reuse: Semantic discovery of business grid services.
Inf. Technol. Manag.
David Bell, Simone A. Ludwig, Mark Lycett
2007 — conf
Matchmaking Support for Dynamic Workflow Composition.
eScience
Neil Chapman, Simone A. Ludwig, William Naylor, Julian A. Padget, Omer F. Rana
2007 — conf
Selection Algorithm for Grid Services based on a Quality of Service Metric.
HPCS
Simone A. Ludwig, S. M. S. Reyhani
2007 A conf
Weight Assignment of Semantic Match Using User Values and a Fuzzy Approach.
ICSOC
Simone A. Ludwig
2006 J jnl
An Implanted Spherical Head Model Exposed to Electromagnetic Fields at a Mobile Communication Frequency.
IEEE Trans. Biomed. Eng.
S. M. S. Reyhani, Simone A. Ludwig
2006 — conf
Experimental research on bilateral negotiations.
Negotiation and Market Engineering
Jesus Rios, Stefan Strecker, JinBeak Kim, Simone A. Ludwig, Eva Chen
2006 J jnl
Matchmaking Framework for Mathematical Web Services.
J. Grid Comput.
Simone A. Ludwig, Omer F. Rana, Julian A. Padget, William Naylor
2006 J jnl
Mathematical Service Discovery: Architecture, Implementation and Performance.
Scalable Comput. Pract. Exp.
Simone A. Ludwig, Omer F. Rana, William Naylor, Julian A. Padget
2006 J jnl
Semantic approach to service discovery in a Grid environment.
J. Web Semant.
Simone A. Ludwig, S. M. S. Reyhani
2005 — conf
A Cognitive Trust-Based Approach forWeb Service Discovery and Selection.
ECOWS
Ali Shaikh Ali, Simone A. Ludwig, Omer F. Rana
2005 A conf
Agent-based matchmaking of mathematical web services.
AAMAS
Simone A. Ludwig, Omer F. Rana, William Naylor, Julian A. Padget
2005 — conf
Enhanced discovery of web services using semantic context descriptions.
ICETE
Simone A. Ludwig, S. M. S. Reyhani
2005 J jnl
Grid Service Discovery in the Financial Markets Sector.
J. Comput. Inf. Technol.
David Bell, Simone A. Ludwig
2005 J jnl
Introduction of semantic matchmaking to Grid computing.
J. Parallel Distributed Comput.
Simone A. Ludwig, S. M. S. Reyhani
2005 Misc conf
Matchmaking of Mathematical Web Services.
PPAM
Simone A. Ludwig, William Naylor, Omer F. Rana, Julian A. Padget
2005 A conf
Mathematical matchmaker for numeric and symbolic services.
AAMAS
Simone A. Ludwig, Omer F. Rana, William Naylor, Julian A. Padget
2005 — conf
State Specialization in a Service Discovery Ontology: A Financial Services Business Grid.
IASSE
David Bell, Simone A. Ludwig, Mark Lycett
2004 J jnl
MatchMaking Shell.
J. Decis. Syst.
Simone A. Ludwig, Omer F. Rana, Daniel Veit
2002 — conf
Position Paper: A Grid Service Discovery Matchmaker Based on Ontology Description.
EuroWeb
Simone A. Ludwig, P. van Santen