The extended edit distance metric. - Muhammad Marwan Muhammad Fuad; Pierre-François Marteau (CBMI, 2008)

Extending the Edit Distance Using Frequencies of Common Characters. - Muhammad Marwan Muhammad Fuad; Pierre-Francois Marteau (DEXA, 2008)

The multi-resolution extended edit distance. - Muhammad Marwan Muhammad Fuad; Pierre-François Marteau (Infoscale, 2008)

Fast Retrieval of Time Series Using a Multi-resolution Filter with Multiple Reduced Spaces. - Muhammad Marwan Muhammad Fuad; Pierre-François Marteau (ADMA (1), 2010)

Towards a Faster Symbolic Aggregate Approximation Method. - Muhammad Marwan Muhammad Fuad; Pierre-François Marteau (ICSOFT (1), 2010)

Multi-resolution approach to time series retrieval. - Muhammad Marwan Muhammad Fuad; Pierre-François Marteau (IDEAS, 2010)

Enhancing the Symbolic Aggregate Approximation Method Using Updated Lookup Tables. - Muhammad Marwan Muhammad Fuad; Pierre-François Marteau (KES (1), 2010)

Speeding-Up the Similarity Search in Time Series Databases by Coupling Dimensionality Reduction Techniques with a Fast-and-Dirty Filter. - Muhammad Marwan Muhammad Fuad; Pierre-François Marteau (ICSC, 2010)

Similarity Search in High-dimensional Spaces with Applications to Time Series Data Mining and Information Retrieval. - Muhammad Marwan Muhammad Fuad (2011)

Particle Swarm Optimization of Information-Content Weighting of Symbolic Aggregate Approximation. - Muhammad Marwan Muhammad Fuad (ADMA, 2012)

Towards Normalizing the Edit Distance Using a Genetic Algorithms-Based Scheme. - Muhammad Marwan Muhammad Fuad (ADMA, 2012)

ABC-SG: A New Artificial Bee Colony Algorithm-Based Distance of Sequential Data Using Sigma Grams. - Muhammad Marwan Muhammad Fuad (AusDM, 2012)

Genetic Algorithms-Based Symbolic Aggregate Approximation. - Muhammad Marwan Muhammad Fuad (DaWaK, 2012)

Differential evolution versus genetic algorithms: towards symbolic aggregate approximation of non-normalized time series. - Muhammad Marwan Muhammad Fuad (IDEAS, 2012)

Using Differential Evolution to Set Weights to Segments with Different Information Content in the Piecewise Aggregate Approximation. - Muhammad Marwan Muhammad Fuad (KES, 2012)

A Pre-initialization Stage of Population-Based Bio-inspired Metaheuristics for Handling Expensive Optimization Problems. - Muhammad Marwan Muhammad Fuad (ADMA (2), 2013)

When Optimization Is Just an Illusion. - Muhammad Marwan Muhammad Fuad (ADMA (1), 2013)

Parameter-Free Extended Edit Distance. - Muhammad Marwan Muhammad Fuad (DaWaK, 2014)

A Synergy of Artificial Bee Colony and Genetic Algorithms to Determine the Parameters of the Σ-Gram Distance. - Muhammad Marwan Muhammad Fuad (DEXA (2), 2014)

One-Step or Two-Step Optimization and the Overfitting Phenomenon - A Case Study on Time Series Classification. - Muhammad Marwan Muhammad Fuad (ICAART (1), 2014)

A Hybrid of Bacterial Foraging and Differential Evolution -based Distance of Sequences. - Muhammad Marwan Muhammad Fuad (KES, 2014)

A Weighted Minimum Distance Using Hybridization of Particle Swarm Optimization and Bacterial Foraging. - Muhammad Marwan Muhammad Fuad (PRICAI, 2014)

Differential Evolution-Based Weighted Combination of Distance Metrics for k-means Clustering. - Muhammad Marwan Muhammad Fuad (TPNC, 2014)

Optimized Multi-Resolution Indexing and Retrieval Scheme of Time Series. - Muhammad Marwan Muhammad Fuad (EPIA, 2015)

Applying Non-dominated Sorting Genetic Algorithm II to Multi-objective Optimization of a Weighted Multi-metric Distance for Performing Data Mining Tasks. - Muhammad Marwan Muhammad Fuad (EvoApplications, 2015)

A Haar Wavelet-based Multi-resolution Representation Method of Time Series Data. - Muhammad Marwan Muhammad Fuad (ICAART (2), 2015)

Chemo-inspired Genetic Algorithm for Optimizing the Piecewise Aggregate Approximation. - Muhammad Marwan Muhammad Fuad (ICORES, 2015)

On the Application of Bio-Inspired Optimization Algorithms to Fuzzy C-Means Clustering of Time Series. - Muhammad Marwan Muhammad Fuad (ICPRAM (1), 2015)

Multi-objective Optimization for Clustering Microarray Gene Expression Data - A Comparative Study. - Muhammad Marwan Muhammad Fuad (KES-AMSTA, 2015)

Hierarchical Clustering of DNA Microarray Data Using a Hybrid of Bacterial Foraging and Differential Evolution. - Muhammad Marwan Muhammad Fuad (TPNC, 2015)

Optimized Word-Size Time Series Representation Method Using a Genetic Algorithm with a Flexible Encoding Scheme. - Muhammad Marwan Muhammad Fuad (AI*IA, 2016)

A differential evolution optimization algorithm for reducing time series dimensionality. - Muhammad Marwan Muhammad Fuad (CEC, 2016)

Variable-Chromosome-Length Genetic Algorithm for Time Series Discretization. - Muhammad Marwan Muhammad Fuad (DEXA (2), 2016)

An Experimental Evaluation of the Adaptive Sampling Method for Time Series Classification and Clustering. - Muhammad Marwan Muhammad Fuad (ICPRAM, 2016)

Modeling non-equilibrium population using variable-chromosome-length genetic algorithm. - Muhammad Marwan Muhammad Fuad; Søren Besenbacher (CEC, 2017)

Aggressive pruning strategy for time series retrieval using a multi-resolution representation based on vector quantization coupled with discrete wavelet transform. - Muhammad Marwan Muhammad Fuad (Expert Syst. J. Knowl. Eng., 2017)

A Real-Time Lazy Eye Correction Method for Low Cost Webcams. - Robert Kerr; Muhammad Marwan Muhammad Fuad (KES, 2019)

A New Method to Identify Short-Text Authors Using Combinations of Machine Learning and Natural Language Processing Techniques. - Biveeken Vijayakumar; Muhammad Marwan Muhammad Fuad (KES, 2019)

Applying nature-inspired optimization algorithms for selecting important timestamps to reduce time series dimensionality. - Muhammad Marwan Muhammad Fuad (Evol. Syst., 2019)

Extreme-SAX: Extreme Points Based Symbolic Representation for Time Series Classification. - Muhammad Marwan Muhammad Fuad (DaWaK, 2020)

Modifying the Symbolic Aggregate Approximation Method to Capture Segment Trend Information. - Muhammad Marwan Muhammad Fuad (MDAI, 2020)

TSAX is Trending. - Muhammad Marwan Muhammad Fuad (ICCS (2), 2021)

Evolutionary algorithms for modeling non-equilibrium population. - Muhammad Marwan Muhammad Fuad (Appl. Soft Comput., 2022)

Fast Classification of Large Time Series Datasets. - Muhammad Marwan Muhammad Fuad (CoRR, 2023)