Muhammad Marwan Muhammad Fuad
Orcid: 0000-0002-3923-5697
According to our database1,
Muhammad Marwan Muhammad Fuad
authored at least 44 papers
between 2008 and 2023.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
On csauthors.net:
Bibliography
2023
2022
Appl. Soft Comput., 2022
2021
2020
Modifying the Symbolic Aggregate Approximation Method to Capture Segment Trend Information.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2020
Extreme-SAX: Extreme Points Based Symbolic Representation for Time Series Classification.
Proceedings of the Big Data Analytics and Knowledge Discovery, 2020
2019
Applying nature-inspired optimization algorithms for selecting important timestamps to reduce time series dimensionality.
Evol. Syst., 2019
A New Method to Identify Short-Text Authors Using Combinations of Machine Learning and Natural Language Processing Techniques.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 23rd International Conference KES-2019, 2019
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 23rd International Conference KES-2019, 2019
2017
Aggressive pruning strategy for time series retrieval using a multi-resolution representation based on vector quantization coupled with discrete wavelet transform.
Expert Syst. J. Knowl. Eng., 2017
Modeling non-equilibrium population using variable-chromosome-length genetic algorithm.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
2016
An Experimental Evaluation of the Adaptive Sampling Method for Time Series Classification and Clustering.
Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods, 2016
Proceedings of the Database and Expert Systems Applications, 2016
A differential evolution optimization algorithm for reducing time series dimensionality.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
Optimized Word-Size Time Series Representation Method Using a Genetic Algorithm with a Flexible Encoding Scheme.
Proceedings of the AI*IA 2016: Advances in Artificial Intelligence - XVth International Conference of the Italian Association for Artificial Intelligence, Genova, Italy, November 29, 2016
2015
Hierarchical Clustering of DNA Microarray Data Using a Hybrid of Bacterial Foraging and Differential Evolution.
Proceedings of the Theory and Practice of Natural Computing, 2015
Multi-objective Optimization for Clustering Microarray Gene Expression Data - A Comparative Study.
Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2015
On the Application of Bio-Inspired Optimization Algorithms to Fuzzy C-Means Clustering of Time Series.
Proceedings of the ICPRAM 2015, 2015
Chemo-inspired Genetic Algorithm for Optimizing the Piecewise Aggregate Approximation.
Proceedings of the ICORES 2015, 2015
A Haar Wavelet-based Multi-resolution Representation Method of Time Series Data.
Proceedings of the ICAART 2015, 2015
Applying Non-dominated Sorting Genetic Algorithm II to Multi-objective Optimization of a Weighted Multi-metric Distance for Performing Data Mining Tasks.
Proceedings of the Applications of Evolutionary Computation - 18th European Conference, 2015
Proceedings of the Progress in Artificial Intelligence, 2015
2014
Differential Evolution-Based Weighted Combination of Distance Metrics for k-means Clustering.
Proceedings of the Theory and Practice of Natural Computing, 2014
A Weighted Minimum Distance Using Hybridization of Particle Swarm Optimization and Bacterial Foraging.
Proceedings of the PRICAI 2014: Trends in Artificial Intelligence, 2014
A Hybrid of Bacterial Foraging and Differential Evolution -based Distance of Sequences.
Proceedings of the 18th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2014
One-Step or Two-Step Optimization and the Overfitting Phenomenon - A Case Study on Time Series Classification.
Proceedings of the ICAART 2014, 2014
A Synergy of Artificial Bee Colony and Genetic Algorithms to Determine the Parameters of the Σ-Gram Distance.
Proceedings of the Database and Expert Systems Applications, 2014
Proceedings of the Data Warehousing and Knowledge Discovery, 2014
2013
Proceedings of the Advanced Data Mining and Applications, 9th International Conference, 2013
A Pre-initialization Stage of Population-Based Bio-inspired Metaheuristics for Handling Expensive Optimization Problems.
Proceedings of the Advanced Data Mining and Applications - 9th International Conference, 2013
2012
Using Differential Evolution to Set Weights to Segments with Different Information Content in the Piecewise Aggregate Approximation.
Proceedings of the Advances in Knowledge-Based and Intelligent Information and Engineering Systems, 2012
Differential evolution versus genetic algorithms: towards symbolic aggregate approximation of non-normalized time series.
Proceedings of the 16th International Database Engineering & Applications Symposium, 2012
Proceedings of the Data Warehousing and Knowledge Discovery, 2012
ABC-SG: A New Artificial Bee Colony Algorithm-Based Distance of Sequential Data Using Sigma Grams.
Proceedings of the Tenth Australasian Data Mining Conference, AusDM 2012, Sydney, 2012
Proceedings of the Advanced Data Mining and Applications, 8th International Conference, 2012
Particle Swarm Optimization of Information-Content Weighting of Symbolic Aggregate Approximation.
Proceedings of the Advanced Data Mining and Applications, 8th International Conference, 2012
2011
Similarity Search in High-dimensional Spaces with Applications to Time Series Data Mining and Information Retrieval.
PhD thesis, 2011
2010
Speeding-Up the Similarity Search in Time Series Databases by Coupling Dimensionality Reduction Techniques with a Fast-and-Dirty Filter.
Proceedings of the 4th IEEE International Conference on Semantic Computing (ICSC 2010), 2010
Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2010
Proceedings of the Fourteenth International Database Engineering and Applications Symposium (IDEAS 2010), 2010
Towards a Faster Symbolic Aggregate Approximation Method.
Proceedings of the ICSOFT 2010, 2010
Fast Retrieval of Time Series Using a Multi-resolution Filter with Multiple Reduced Spaces.
Proceedings of the Advanced Data Mining and Applications - 6th International Conference, 2010
2008
Proceedings of the 3rd International ICST Conference on Scalable Information Systems, 2008
Proceedings of the Database and Expert Systems Applications, 19th International Conference, 2008
Proceedings of the International Workshop on Content-Based Multimedia Indexing, 2008