Simone A. Ludwig

Orcid: 0000-0002-8419-0192

Affiliations:
  • North Dakota State University, Fargo, ND, USA
  • Concordia University, Montreal, Canada


According to our database1, Simone A. Ludwig authored at least 126 papers between 2002 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
MixtureMetrics: A comprehensive package to develop additive numerical features to describe complex materials for machine learning modeling.
SoftwareX, 2024

2023
Optimization for Pipeline Corrosion Sensor Placement in Oil-Water Two-Phase Flow Using CFD Simulations and Genetic Algorithm.
Sensors, September, 2023

Image Forgery Detection Algorithm Using Particle Swarm Optimization.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

2022
Performance Analysis of Data Fusion Methods Applied to Epileptic Seizure Recognition.
J. Artif. Intell. Soft Comput. Res., 2022

Fuzzy Index Evaluating Image Edge Detection obtained with Ant Colony Optimization.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

Explainability Using SHAP for Epileptic Seizure Recognition.
Proceedings of the IEEE International Conference on Big Data, 2022

Detecting Pneumonia Based On Chest X-Ray Images Using Reinforcement Learning.
Proceedings of the 5th IEEE International Conference on Artificial Intelligence and Knowledge Engineering, 2022

2021
Investigation of Orientation Estimation of Multiple IMUs.
Unmanned Syst., 2021

Genre based hybrid filtering for movie recommendation engine.
J. Intell. Inf. Syst., 2021

Image Encryption Algorithm based on Particle Swarm Optimization and Chaos Logistic Map.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

Investigation of Domain Name System Attack Clustering using Semi-Supervised Learning with Swarm Intelligence Algorithms.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

Classifying DNS Tunneling Tools For Malicious DoH Traffic.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

Explainability of Cybersecurity Threats Data Using SHAP.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

Hyperparameter Optimization: Comparing Genetic Algorithm against Grid Search and Bayesian Optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2021

Analysis of Gene Expression Cancer Data Set: Classification of TCGA Pan-cancer HiSeq Data.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Improving Transaction Speed and Scalability in Blockchain Systems.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020
Performance evaluation of a cost-sensitive differential evolution classifier using spark - Imbalanced binary classification.
J. Comput. Sci., 2020

Recovery algorithm to correct silent data corruption of synaptic storage in convolutional neural networks.
Int. J. Hybrid Intell. Syst., 2020

Parallel particle swarm optimization classification algorithm variant implemented with Apache Spark.
Concurr. Comput. Pract. Exp., 2020

Association Rule Mining Based Algorithm for Recovery of Silent Data Corruption in Convolutional Neural Network Data Storage.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

Analyzing Privacy of Time Series Data Using Substitute Auto-encoder Neural Network.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

Multi-label Classification for Epileptic Seizure Recognition: Deep Neural Network Ensemble versus Choquet Fuzzy Integral Fusion.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

2019
Performance Evaluation of Deep Neural Networks Applied to Speech Recognition: RNN, LSTM and GRU.
J. Artif. Intell. Soft Comput. Res., 2019

Applying a Neural Network Ensemble to Intrusion Detection.
J. Artif. Intell. Soft Comput. Res., 2019

A Cost-Sensitive Centroid-based Differential Evolution Classification Algorithm applied to Cancer Data Sets.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

Improving Data Privacy Using Fuzzy Logic and Autoencoder Neural Network.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

Comparison of Time Series Approaches applied to Greenhouse Gas Analysis: ANFIS, RNN, and LSTM.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

Classification Models and Survival Analysis for Prostate Cancer Using RNA Sequencing and Clinical Data.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018
Effect of Strategy Adaptation on Differential Evolution in Presence and Absence of Parameter Adaptation: An Investigation.
J. Artif. Intell. Soft Comput. Res., 2018

Comparing Spark with MapReduce: Glowworm Swarm Optimization Applied to Multimodal Functions.
Int. J. Swarm Intell. Res., 2018

Centroid-Based Particle Swarm Optimization Variant for Data Classification.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Classification of Breast Cancer Risk Factors Using Several Resampling Approaches.
Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018

Genetic Algorithm Based Kalman Filter Adaptation Algorithm for Magnetic and Inertial Measurement Unit.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

Optimization of Control Parameter for Filter Algorithms for Attitude and Heading Reference Systems.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

Rule Discovery from Breast Cancer Risk Factors using Association Rule Mining.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017
Investigation of different classifiers and channel configurations of a mobile P300-based brain-computer interface.
Medical Biol. Eng. Comput., 2017

A Differential Evolution Based Multiclass Vehicle Detector and Classifier for Urban Environments.
Int. J. Swarm Intell. Res., 2017

Color Image Segmentation Using Fuzzy C-Regression Model.
Adv. Fuzzy Syst., 2017

Intrusion detection of multiple attack classes using a deep neural net ensemble.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Side-channel analysis and machine learning: A practical perspective.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Encryption Based on Neural Cryptography.
Proceedings of the Hybrid Intelligent Systems, 2017

Object tracking using Particle Swarm Optimization and Earth mover's distance.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

Similarities and sensitivity: Immune and ant algorithms applied towards robotics.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

2016
A Scalable MapReduce-enabled Glowworm Swarm Optimization Approach for High Dimensional Multimodal Functions.
Int. J. Swarm Intell. Res., 2016

Anthony Brabazon, Michael O'Neill, Sean McGarraghy: Natural computing algorithms - Springer, 2015, 554 pp, ISBN: 978-3-662-43631-8.
Genet. Program. Evolvable Mach., 2016

Object-tracking based on particle filter using particle swarm optimization with density estimation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Running krill herd algorithm on Hadoop: A performance study.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Improved glowworm swarm optimization algorithm applied to multi-level thresholding.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015
MapReduce-based fuzzy c-means clustering algorithm: implementation and scalability.
Int. J. Mach. Learn. Cybern., 2015

Parallelization of Enhanced Firework Algorithm using MapReduce.
Int. J. Swarm Intell. Res., 2015

Adaptability of a discrete PSO algorithm applied to the Traveling Salesman Problem with fuzzy data.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

Analyzing gene expression data: Fuzzy decision tree algorithm applied to the classification of cancer data.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

Immune network algorithm applied to the optimization of composite SaaS in Cloud computing.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015

A differential evolution based axle detector for robust vehicle classification.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2014
Repulsive Self-Adaptive Acceleration Particle Swarm Optimization Approach.
J. Artif. Intell. Soft Comput. Res., 2014

Particle Swarm Optimization Based Fuzzy Clustering Approach to Identify Optimal Number of Clusters.
J. Artif. Intell. Soft Comput. Res., 2014

A fuzzy discrete particle swarm optimization classifier for rule classification.
Int. J. Hybrid Intell. Syst., 2014

Parallel glowworm swarm optimization clustering algorithm based on MapReduce.
Proceedings of the 2014 IEEE Symposium on Swarm Intelligence, 2014

Differential evolution with dither and annealed scale factor.
Proceedings of the 2014 IEEE Symposium on Differential Evolution, 2014

MapReduce-based optimization of overlay networks using particle swarm optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Clonal selection based fuzzy C-means algorithm for clustering.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Fuzzy clustering using automatic particle swarm optimization.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

2013
Memetic algorithms applied to the optimization of workflow compositions.
Swarm Evol. Comput., 2013

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., 2013

A MapReduce based glowworm swarm optimization approach for multimodal functions.
Proceedings of the 2013 IEEE Symposium on Swarm Intelligence, 2013

Fuzzy decision tree using soft discretization and a genetic algorithm based feature selection method.
Proceedings of the Fifth World Congress on Nature and Biologically Inspired Computing, 2013

Scaling Genetic Programming for data classification using MapReduce methodology.
Proceedings of the Fifth World Congress on Nature and Biologically Inspired Computing, 2013

Extracting workflow structures through Bayesian learning and provenance data.
Proceedings of the 13th International Conference on Intellient Systems Design and Applications, 2013

Particle Swarm Optimization Approach with Parameter-Wise Hill-Climbing Heuristic for Task Allocation of Workflow Applications on the Cloud.
Proceedings of the 25th IEEE International Conference on Tools with Artificial Intelligence, 2013

Towards a repulsive and adaptive particle swarm optimization algorithm.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Towards a scalable intrusion detection system based on parallel PSO clustering using mapreduce.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Segment-based genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Automatic service composition using POMDP and provenance data.
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2013

Improving genetic programming classification for binary and multiclass datasets.
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2013

A new clustering approach based on Glowworm Swarm Optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

MapReduce intrusion detection system based on a particle swarm optimization clustering algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012
Matchmaking in Multi-attribute Auctions using a Genetic Algorithm and a Particle Swarm Approach.
Proceedings of the New Trends in Agent-Based Complex Automated Negotiations, 2012

Discrete Particle Swarm Optimization with local search strategy for Rule Classification.
Proceedings of the Fourth World Congress on Nature and Biologically Inspired Computing, 2012

Parallel particle swarm optimization clustering algorithm based on MapReduce methodology.
Proceedings of the Fourth World Congress on Nature and Biologically Inspired Computing, 2012

Adaptive genetic programming applied to classification in data mining.
Proceedings of the Fourth World Congress on Nature and Biologically Inspired Computing, 2012

Fuzzy-guided genetic algorithm applied to the web service selection problem.
Proceedings of the FUZZ-IEEE 2012, 2012

Step-optimized Particle Swarm Optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

Clonal selection based genetic algorithm for workflow service selection.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

Applying Particle Swarm Optimization to Quality-of-Service-Driven Web Service Composition.
Proceedings of the IEEE 26th International Conference on Advanced Information Networking and Applications, 2012

2011
Swarm Intelligence Approaches for Grid Load Balancing.
J. Grid Comput., 2011

Single-objective versus multi-objective Genetic algorithms for workflow composition based on service level agreements.
Proceedings of the 2011 IEEE International Conference on Service-Oriented Computing and Applications, 2011

Web service selection using particle swarm optimization and genetic algorithms.
Proceedings of the Third World Congress on Nature & Biologically Inspired Computing, 2011

Nature-inspired reconfiguration of overlay networks.
Proceedings of the Third World Congress on Nature & Biologically Inspired Computing, 2011

Memetic algorithm for web service selection.
Proceedings of the 3rd Workshop on Biologically Inspired Algorithms for Distributed Systems, 2011

2010
Comparison of a Deductive Database with a Semantic Web reasoning engine.
Knowl. Based Syst., 2010

Medical Outcome Prediction for Intensive Care Unit Patients.
Int. J. Comput. Model. Algorithms Medicine, 2010

Prognosis of Breast Cancer Using Genetic Programming.
Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2010

Prediction of breast cancer biopsy outcomes using a distributed genetic programming approach.
Proceedings of the ACM International Health Informatics Symposium, 2010

A multi-functional architecture addressing workflow and service challenges using provenance data.
Proceedings of the Third Ph.D. Workshop on Information and Knowledge Management, 2010

2009
Sensor Grid Architecture for Remote Patient Health Care Monitoring.
Int. J. Semantic Comput., 2009

QoS-Aware Service Selection for Abstract Workflows using Provenance Data and Fuzzy Constraint Satisfaction Modeling.
Proceedings of the 2009 International Conference on Semantic Web & Web Services, 2009

Performance Analysis of a Deductive Database with a Semantic Web Reasoning Engine: ConceptBase and Racer.
Proceedings of the 21st International Conference on Software Engineering & Knowledge Engineering (SEKE'2009), 2009

Using artificial life techniques for distributed grid job scheduling.
Proceedings of the 2009 ACM Symposium on Applied Computing (SAC), 2009

Fuzzy approach for the evaluation of trust and reputation of services.
Proceedings of the FUZZ-IEEE 2009, 2009

Evaluation of trust in an ecommerce multi-agent system using fuzzy reasoning.
Proceedings of the FUZZ-IEEE 2009, 2009

2008
Performance evaluation of semantic registries: OWLJessKB and instanceStore.
Serv. Oriented Comput. Appl., 2008

Agent-Based Assistant for e-Negotiations.
Proceedings of the Foundations of Intelligent Systems, 17th International Symposium, 2008

Comparison of Service Selection Algorithms for Grid Services: Multiple Objective Particle Swarm Optimization and Constraint Satisfaction Based Service Selection.
Proceedings of the 20th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2008), 2008

Fuzzy match score of semantic service match.
Proceedings of the FUZZ-IEEE 2008, 2008

2007
Enterprise application reuse: Semantic discovery of business grid services.
Inf. Technol. Manag., 2007

Weight Assignment of Semantic Match Using User Values and a Fuzzy Approach.
Proceedings of the Service-Oriented Computing, 2007

Comparing semantic registries: OWLJessKB and InstanceStore.
Proceedings of the 2007 workshop on Service-oriented computing performance: aspects, 2007

Selection Algorithm for Grid Services based on a Quality of Service Metric.
Proceedings of the 21st Annual International Symposium on High Performance Computing Systems and Applications (HPCS 2007), 2007

Matchmaking Support for Dynamic Workflow Composition.
Proceedings of the Third International Conference on e-Science and Grid Computing, 2007

Context-Aware Ontology Selection Framework.
Proceedings of the Ontologies: A Handbook of Principles, 2007

2006
Semantic approach to service discovery in a Grid environment.
J. Web Semant., 2006

An Implanted Spherical Head Model Exposed to Electromagnetic Fields at a Mobile Communication Frequency.
IEEE Trans. Biomed. Eng., 2006

Mathematical Service Discovery: Architecture, Implementation and Performance.
Scalable Comput. Pract. Exp., 2006

Matchmaking Framework for Mathematical Web Services.
J. Grid Comput., 2006

Experimental research on bilateral negotiations.
Proceedings of the Negotiation and Market Engineering, 12.11. - 17.11.2006, 2006

2005
Introduction of semantic matchmaking to Grid computing.
J. Parallel Distributed Comput., 2005

Grid Service Discovery in the Financial Markets Sector.
J. Comput. Inf. Technol., 2005

Matchmaking of Mathematical Web Services.
Proceedings of the Parallel Processing and Applied Mathematics, 2005

A Cognitive Trust-Based Approach forWeb Service Discovery and Selection.
Proceedings of the 2005 IEEE International Conference on Web Services (ICWS 2005), 2005

Enhanced discovery of web services using semantic context descriptions.
Proceedings of the ICETE 2005, 2005

State Specialization in a Service Discovery Ontology: A Financial Services Business Grid.
Proceedings of the ISCA 14th International Conference on Intelligent and Adaptive Systems and Software Engineering, 2005

Agent-based matchmaking of mathematical web services.
Proceedings of the 4th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2005), 2005

Mathematical matchmaker for numeric and symbolic services.
Proceedings of the 4th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2005), 2005

2004
A semantic approach to service discovery in a grid environment.
PhD thesis, 2004

MatchMaking Shell.
J. Decis. Syst., 2004

2002
Position Paper: A Grid Service Discovery Matchmaker Based on Ontology Description.
Proceedings of the Web and the Grid: from e-science to e-business. EuroWeb 2002 Conference, 2002


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