Simone A. Ludwig

ORCID

Publication Activity (10 Years)

Years Active: 2002-2023
Publications (10 Years): 52

Top Venues

SSCI

CEC

FUZZ-IEEE

J. Artif. Intell. Soft Comput. Res.

Publications

Hussain Alibrahim, Simone A. Ludwig
Image Forgery Detection Algorithm Using Particle Swarm Optimization. SSCI (2023)
Simone A. Ludwig
Explainability Using SHAP for Epileptic Seizure Recognition. Big Data (2022)
Rafa Alenezi, Simone A. Ludwig
Detecting Pneumonia Based On Chest X-Ray Images Using Reinforcement Learning. AIKE (2022)
Simone A. Ludwig
Performance Analysis of Data Fusion Methods Applied to Epileptic Seizure Recognition. J. Artif. Intell. Soft Comput. Res. 12 (1) (2022)
Cristina Ticala, Camelia-Mihaela Pintea, Simone A. Ludwig, Mara Hajdu-Macelaru, Oliviu Matei, Petrica C. Pop
Fuzzy Index Evaluating Image Edge Detection obtained with Ant Colony Optimization. FUZZ-IEEE (2022)
Simone A. Ludwig
Investigation of Orientation Estimation of Multiple IMUs. Unmanned Syst. 9 (4) (2021)
Hussain Alibrahim, Simone A. Ludwig
Image Encryption Algorithm based on Particle Swarm Optimization and Chaos Logistic Map. SSCI (2021)
Joshua Aaron DeNio, Simone A. Ludwig
Improving Transaction Speed and Scalability in Blockchain Systems. IEEE BigData (2021)
Hussain Alibrahim, Simone A. Ludwig
Hyperparameter Optimization: Comparing Genetic Algorithm against Grid Search and Bayesian Optimization. CEC (2021)
Rafa Alenezi, Simone A. Ludwig
Explainability of Cybersecurity Threats Data Using SHAP. SSCI (2021)
Arighna Roy, Simone A. Ludwig
Genre based hybrid filtering for movie recommendation engine. J. Intell. Inf. Syst. 56 (3) (2021)
Hussain Alibrahim, Simone A. Ludwig
Investigation of Domain Name System Attack Clustering using Semi-Supervised Learning with Swarm Intelligence Algorithms. SSCI (2021)
Yusaku Nitta, Mitchell Borders, Simone A. Ludwig
Analysis of Gene Expression Cancer Data Set: Classification of TCGA Pan-cancer HiSeq Data. IEEE BigData (2021)
Rafa Alenezi, Simone A. Ludwig
Classifying DNS Tunneling Tools For Malicious DoH Traffic. SSCI (2021)
Mohammadreza Ramzanpour, Simone A. Ludwig
Association Rule Mining Based Algorithm for Recovery of Silent Data Corruption in Convolutional Neural Network Data Storage. SSCI (2020)
Simone A. Ludwig
Multi-label Classification for Epileptic Seizure Recognition: Deep Neural Network Ensemble versus Choquet Fuzzy Integral Fusion. SSCI (2020)
Jamil Al-Sawwa, Simone A. Ludwig
Parallel particle swarm optimization classification algorithm variant implemented with Apache Spark. Concurr. Comput. Pract. Exp. 32 (2) (2020)
Jamil Al-Sawwa, Simone A. Ludwig
Performance evaluation of a cost-sensitive differential evolution classifier using spark - Imbalanced binary classification. J. Comput. Sci. 40 (2020)
Arighna Roy, Simone A. Ludwig
Recovery algorithm to correct silent data corruption of synaptic storage in convolutional neural networks. Int. J. Hybrid Intell. Syst. 16 (3) (2020)
Sayantica Pattanayak, Simone A. Ludwig
Analyzing Privacy of Time Series Data Using Substitute Auto-encoder Neural Network. SSCI (2020)
Sayantica Pattanayak, Simone A. Ludwig
Improving Data Privacy Using Fuzzy Logic and Autoencoder Neural Network. FUZZ-IEEE (2019)
Apeksha Shewalkar, Deepika Nyavanandi, Simone A. Ludwig
Performance Evaluation of Deep Neural Networks Applied to Speech Recognition: RNN, LSTM and GRU. J. Artif. Intell. Soft Comput. Res. 9 (4) (2019)
Simone A. Ludwig
Applying a Neural Network Ensemble to Intrusion Detection. J. Artif. Intell. Soft Comput. Res. 9 (3) (2019)
Jamil Al-Sawwa, Simone A. Ludwig
A Cost-Sensitive Centroid-based Differential Evolution Classification Algorithm applied to Cancer Data Sets. SSCI (2019)
Simone A. Ludwig
Comparison of Time Series Approaches applied to Greenhouse Gas Analysis: ANFIS, RNN, and LSTM. FUZZ-IEEE (2019)
Md Faisal Kabir, Simone A. Ludwig
Classification Models and Survival Analysis for Prostate Cancer Using RNA Sequencing and Clinical Data. IEEE BigData (2019)
Deepak Dawar, Simone A. Ludwig
Effect of Strategy Adaptation on Differential Evolution in Presence and Absence of Parameter Adaptation: An Investigation. J. Artif. Intell. Soft Comput. Res. 8 (3) (2018)
Simone A. Ludwig
Optimization of Control Parameter for Filter Algorithms for Attitude and Heading Reference Systems. CEC (2018)
Md Faisal Kabir, Simone A. Ludwig, Abu Saleh Abdullah
Rule Discovery from Breast Cancer Risk Factors using Association Rule Mining. IEEE BigData (2018)
Simone A. Ludwig
Genetic Algorithm Based Kalman Filter Adaptation Algorithm for Magnetic and Inertial Measurement Unit. CEC (2018)
Md Faisal Kabir, Simone A. Ludwig
Classification of Breast Cancer Risk Factors Using Several Resampling Approaches. ICMLA (2018)
Goutham Miryala, Simone A. Ludwig
Comparing Spark with MapReduce: Glowworm Swarm Optimization Applied to Multimodal Functions. Int. J. Swarm Intell. Res. 9 (3) (2018)
Jamil Al-Sawwa, Simone A. Ludwig
Centroid-Based Particle Swarm Optimization Variant for Data Classification. SSCI (2018)
Stjepan Picek, Annelie Heuser, Alan Jovic, Simone A. Ludwig, Sylvain Guilley, Domagoj Jakobovic, Nele Mentens
Side-channel analysis and machine learning: A practical perspective. IJCNN (2017)
Deepak Dawar, Simone A. Ludwig
A Differential Evolution Based Multiclass Vehicle Detector and Classifier for Urban Environments. Int. J. Swarm Intell. Res. 8 (3) (2017)
Simone A. Ludwig
Intrusion detection of multiple attack classes using a deep neural net ensemble. SSCI (2017)
Sayantica Pattanayak, Simone A. Ludwig
Encryption Based on Neural Cryptography. HIS (2017)
Simone A. Ludwig, Jun Kong
Investigation of different classifiers and channel configurations of a mobile P300-based brain-computer interface. Medical Biol. Eng. Comput. 55 (12) (2017)
Camelia-Mihaela Pintea, Simone A. Ludwig, Petrica C. Pop, Oliviu Matei
Similarities and sensitivity: Immune and ant algorithms applied towards robotics. CEC (2017)
Gongyi Xia, Simone A. Ludwig
Object tracking using Particle Swarm Optimization and Earth mover's distance. CEC (2017)
Min Chen, Simone A. Ludwig
Color Image Segmentation Using Fuzzy C-Regression Model. Adv. Fuzzy Syst. 2017 (2017)
Ibrahim Aljarah, Simone A. Ludwig
A Scalable MapReduce-enabled Glowworm Swarm Optimization Approach for High Dimensional Multimodal Functions. Int. J. Swarm Intell. Res. 7 (1) (2016)
Simone A. Ludwig
Anthony Brabazon, Michael O'Neill, Sean McGarraghy: Natural computing algorithms - Springer, 2015, 554 pp, ISBN: 978-3-662-43631-8. Genet. Program. Evolvable Mach. 17 (2) (2016)
Simone A. Ludwig
Improved glowworm swarm optimization algorithm applied to multi-level thresholding. CEC (2016)
Simone A. Ludwig
Running krill herd algorithm on Hadoop: A performance study. CEC (2016)
Gongyi Xia, Simone A. Ludwig
Object-tracking based on particle filter using particle swarm optimization with density estimation. CEC (2016)
Simone A. Ludwig, Kevin Bauer
Immune network algorithm applied to the optimization of composite SaaS in Cloud computing. CEC (2015)
Camelia-Mihaela Pintea, Simone A. Ludwig, Gloria Cerasela Crisan
Adaptability of a discrete PSO algorithm applied to the Traveling Salesman Problem with fuzzy data. FUZZ-IEEE (2015)
Simone A. Ludwig
MapReduce-based fuzzy c-means clustering algorithm: implementation and scalability. Int. J. Mach. Learn. Cybern. 6 (6) (2015)
Deepak Dawar, Simone A. Ludwig
A differential evolution based axle detector for robust vehicle classification. CEC (2015)
Simone A. Ludwig, Deepak Dawar
Parallelization of Enhanced Firework Algorithm using MapReduce. Int. J. Swarm Intell. Res. 6 (2) (2015)
Simone A. Ludwig, Domagoj Jakobovic, Stjepan Picek
Analyzing gene expression data: Fuzzy decision tree algorithm applied to the classification of cancer data. FUZZ-IEEE (2015)
Min Chen, Simone A. Ludwig
Particle Swarm Optimization Based Fuzzy Clustering Approach to Identify Optimal Number of Clusters. J. Artif. Intell. Soft Comput. Res. 4 (1) (2014)
Simone A. Ludwig
Repulsive Self-Adaptive Acceleration Particle Swarm Optimization Approach. J. Artif. Intell. Soft Comput. Res. 4 (3) (2014)
Min Chen, Simone A. Ludwig
Fuzzy clustering using automatic particle swarm optimization. FUZZ-IEEE (2014)
Nailah Al-Madi, Ibrahim Aljarah, Simone A. Ludwig
Parallel glowworm swarm optimization clustering algorithm based on MapReduce. SIS (2014)
Simone A. Ludwig
MapReduce-based optimization of overlay networks using particle swarm optimization. GECCO (2014)
Deepak Dawar, Simone A. Ludwig
Differential evolution with dither and annealed scale factor. SDE (2014)
Simone A. Ludwig
Clonal selection based fuzzy C-means algorithm for clustering. GECCO (2014)
Min Chen, Simone A. Ludwig
A fuzzy discrete particle swarm optimization classifier for rule classification. Int. J. Hybrid Intell. Syst. 11 (3) (2014)
Ibrahim Aljarah, Simone A. Ludwig
Towards a scalable intrusion detection system based on parallel PSO clustering using mapreduce. GECCO (Companion) (2013)
Meng Dong, Mark G. Eramian, Simone A. Ludwig, Roger A. Pierson
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. 51 (4) (2013)
Mahsa Naseri, Simone A. Ludwig
Automatic service composition using POMDP and provenance data. CIDM (2013)
Simone A. Ludwig
Particle Swarm Optimization Approach with Parameter-Wise Hill-Climbing Heuristic for Task Allocation of Workflow Applications on the Cloud. ICTAI (2013)
Mahsa Naseri, Simone A. Ludwig
Extracting workflow structures through Bayesian learning and provenance data. ISDA (2013)
Ibrahim Aljarah, Simone A. Ludwig
MapReduce intrusion detection system based on a particle swarm optimization clustering algorithm. IEEE Congress on Evolutionary Computation (2013)
Nailah Al-Madi, Simone A. Ludwig
Segment-based genetic programming. GECCO (Companion) (2013)
Simone A. Ludwig
Memetic algorithms applied to the optimization of workflow compositions. Swarm Evol. Comput. 10 (2013)
Simone A. Ludwig
Towards a repulsive and adaptive particle swarm optimization algorithm. GECCO (Companion) (2013)
Ibrahim Aljarah, Simone A. Ludwig
A new clustering approach based on Glowworm Swarm Optimization. IEEE Congress on Evolutionary Computation (2013)
Min Chen, Simone A. Ludwig
Fuzzy decision tree using soft discretization and a genetic algorithm based feature selection method. NaBIC (2013)
Ibrahim Aljarah, Simone A. Ludwig
A MapReduce based glowworm swarm optimization approach for multimodal functions. SIS (2013)
Nailah Al-Madi, Simone A. Ludwig
Scaling Genetic Programming for data classification using MapReduce methodology. NaBIC (2013)
Nailah Al-Madi, Simone A. Ludwig
Improving genetic programming classification for binary and multiclass datasets. CIDM (2013)
Thomas Schoene, Simone A. Ludwig, Raymond J. Spiteri
Step-optimized Particle Swarm Optimization. IEEE Congress on Evolutionary Computation (2012)
Simone A. Ludwig
Clonal selection based genetic algorithm for workflow service selection. IEEE Congress on Evolutionary Computation (2012)
Nailah Al-Madi, Simone A. Ludwig
Adaptive genetic programming applied to classification in data mining. NaBIC (2012)
Ibrahim Aljarah, Simone A. Ludwig
Parallel particle swarm optimization clustering algorithm based on MapReduce methodology. NaBIC (2012)
Min Chen, Simone A. Ludwig
Fuzzy-guided genetic algorithm applied to the web service selection problem. FUZZ-IEEE (2012)
Simone A. Ludwig
Applying Particle Swarm Optimization to Quality-of-Service-Driven Web Service Composition. AINA (2012)
Min Chen, Simone A. Ludwig
Discrete Particle Swarm Optimization with local search strategy for Rule Classification. NaBIC (2012)
Simone A. Ludwig, Thomas Schoene
Web service selection using particle swarm optimization and genetic algorithms. NaBIC (2011)
Simone A. Ludwig
Nature-inspired reconfiguration of overlay networks. NaBIC (2011)
Simone A. Ludwig
Single-objective versus multi-objective Genetic algorithms for workflow composition based on service level agreements. SOCA (2011)
Simone A. Ludwig, Azin Moallem
Swarm Intelligence Approaches for Grid Load Balancing. J. Grid Comput. 9 (3) (2011)
Simone A. Ludwig
Memetic algorithm for web service selection. BADS@ICAC (2011)
Mahsa Naseri, Simone A. Ludwig
A multi-functional architecture addressing workflow and service challenges using provenance data. PIKM (2010)
Simone A. Ludwig, Stefanie Roos, Monique Frize, Nicole Yu
Medical Outcome Prediction for Intensive Care Unit Patients. Int. J. Comput. Model. Algorithms Medicine 1 (4) (2010)
Simone A. Ludwig, Stefanie Roos
Prognosis of Breast Cancer Using Genetic Programming. KES (4) (2010)
Simone A. Ludwig
Comparison of a Deductive Database with a Semantic Web reasoning engine. Knowl. Based Syst. 23 (6) (2010)
Simone A. Ludwig
Prediction of breast cancer biopsy outcomes using a distributed genetic programming approach. IHI (2010)
Simone A. Ludwig, Andriy Hnativ
Evaluation of trust in an ecommerce multi-agent system using fuzzy reasoning. FUZZ-IEEE (2009)
Simone A. Ludwig, Venkat Pulimi, Andriy Hnativ
Fuzzy approach for the evaluation of trust and reputation of services. FUZZ-IEEE (2009)
Azin Moallem, Simone A. Ludwig
Using artificial life techniques for distributed grid job scheduling. SAC (2009)
Simone A. Ludwig
Sensor Grid Architecture for Remote Patient Health Care Monitoring. Int. J. Semantic Comput. 3 (3) (2009)
Mahsa Naseri, Simone A. Ludwig
QoS-Aware Service Selection for Abstract Workflows using Provenance Data and Fuzzy Constraint Satisfaction Modeling. SWWS (2009)
Simone A. Ludwig, Craig Thompson, Kristofor Amundson
Performance Analysis of a Deductive Database with a Semantic Web Reasoning Engine: ConceptBase and Racer. SEKE (2009)
Tapashree Guha, Simone A. Ludwig
Comparison of Service Selection Algorithms for Grid Services: Multiple Objective Particle Swarm Optimization and Constraint Satisfaction Based Service Selection. ICTAI (1) (2008)
Simone A. Ludwig, Omer F. Rana
Performance evaluation of semantic registries: OWLJessKB and instanceStore. Serv. Oriented Comput. Appl. 2 (1) (2008)
Simone A. Ludwig
Agent-Based Assistant for e-Negotiations. ISMIS (2008)

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Publication Activity (10 Years)

Top Topics

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Simone A. Ludwig