Muhammad Marwan Muhammad Fuad

54 papers B 12C 8Misc 2Journal 14Unranked 17
YearRankTypeTitle / Venue / Authors
2023 J jnl
Fast Classification of Large Time Series Datasets.
CoRR
Muhammad Marwan Muhammad Fuad
2022 J jnl
Evolutionary algorithms for modeling non-equilibrium population.
Appl. Soft Comput.
Muhammad Marwan Muhammad Fuad
2021 — conf
TSAX is Trending.
ICCS (2)
Muhammad Marwan Muhammad Fuad
2021 J jnl
TSAX is Trending.
CoRR
Muhammad Marwan Muhammad Fuad
2020 B conf
Extreme-SAX: Extreme Points Based Symbolic Representation for Time Series Classification.
DaWaK
Muhammad Marwan Muhammad Fuad
2020 J jnl
Extreme-SAX: Extreme Points Based Symbolic Representation for Time Series Classification.
CoRR
Muhammad Marwan Muhammad Fuad
2020 B conf
Modifying the Symbolic Aggregate Approximation Method to Capture Segment Trend Information.
MDAI
Muhammad Marwan Muhammad Fuad
2020 J jnl
Modifying the Symbolic Aggregate Approximation Method to Capture Segment Trend Information.
CoRR
Muhammad Marwan Muhammad Fuad
2019 B conf
A New Method to Identify Short-Text Authors Using Combinations of Machine Learning and Natural Language Processing Techniques.
KES
Biveeken Vijayakumar, Muhammad Marwan Muhammad Fuad
2019 B conf
A Real-Time Lazy Eye Correction Method for Low Cost Webcams.
KES
Robert Kerr, Muhammad Marwan Muhammad Fuad
2019 J jnl
Applying nature-inspired optimization algorithms for selecting important timestamps to reduce time series dimensionality.
Evol. Syst.
Muhammad Marwan Muhammad Fuad
2018 J jnl
Applying Nature-Inspired Optimization Algorithms for Selecting Important Timestamps to Reduce Time Series Dimensionality.
CoRR
Muhammad Marwan Muhammad Fuad
2017 J jnl
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.
Muhammad Marwan Muhammad Fuad
2017 B conf
Modeling non-equilibrium population using variable-chromosome-length genetic algorithm.
CEC
Muhammad Marwan Muhammad Fuad, Søren Besenbacher
2016 B conf
A differential evolution optimization algorithm for reducing time series dimensionality.
CEC
Muhammad Marwan Muhammad Fuad
2016 C conf
An Experimental Evaluation of the Adaptive Sampling Method for Time Series Classification and Clustering.
ICPRAM
Muhammad Marwan Muhammad Fuad
2016 — conf
Optimized Word-Size Time Series Representation Method Using a Genetic Algorithm with a Flexible Encoding Scheme.
AI*IA
Muhammad Marwan Muhammad Fuad
2016 — conf
Variable-Chromosome-Length Genetic Algorithm for Time Series Discretization.
DEXA (2)
Muhammad Marwan Muhammad Fuad
2015 — conf
A Haar Wavelet-based Multi-resolution Representation Method of Time Series Data.
ICAART (2)
Muhammad Marwan Muhammad Fuad
2015 B conf
Applying Non-dominated Sorting Genetic Algorithm II to Multi-objective Optimization of a Weighted Multi-metric Distance for Performing Data Mining Tasks.
EvoApplications
Muhammad Marwan Muhammad Fuad
2015 C conf
Chemo-inspired Genetic Algorithm for Optimizing the Piecewise Aggregate Approximation.
ICORES
Muhammad Marwan Muhammad Fuad
2015 — conf
Hierarchical Clustering of DNA Microarray Data Using a Hybrid of Bacterial Foraging and Differential Evolution.
TPNC
Muhammad Marwan Muhammad Fuad
2015 — conf
Multi-objective Optimization for Clustering Microarray Gene Expression Data - A Comparative Study.
KES-AMSTA
Muhammad Marwan Muhammad Fuad
2015 — conf
On the Application of Bio-Inspired Optimization Algorithms to Fuzzy C-Means Clustering of Time Series.
ICPRAM (1)
Muhammad Marwan Muhammad Fuad
2015 Misc conf
Optimized Multi-Resolution Indexing and Retrieval Scheme of Time Series.
EPIA
Muhammad Marwan Muhammad Fuad
2014 B conf
A Hybrid of Bacterial Foraging and Differential Evolution -based Distance of Sequences.
KES
Muhammad Marwan Muhammad Fuad
2014 — conf
A Synergy of Artificial Bee Colony and Genetic Algorithms to Determine the Parameters of the Σ-Gram Distance.
DEXA (2)
Muhammad Marwan Muhammad Fuad
2014 B conf
A Weighted Minimum Distance Using Hybridization of Particle Swarm Optimization and Bacterial Foraging.
PRICAI
Muhammad Marwan Muhammad Fuad
2014 — conf
Differential Evolution-Based Weighted Combination of Distance Metrics for k-means Clustering.
TPNC
Muhammad Marwan Muhammad Fuad
2014 — conf
One-Step or Two-Step Optimization and the Overfitting Phenomenon - A Case Study on Time Series Classification.
ICAART (1)
Muhammad Marwan Muhammad Fuad
2014 J jnl
One-Step or Two-Step Optimization and the Overfitting Phenomenon: A Case Study on Time Series Classification.
CoRR
Muhammad Marwan Muhammad Fuad
2014 B conf
Parameter-Free Extended Edit Distance.
DaWaK
Muhammad Marwan Muhammad Fuad
2013 — conf
A Pre-initialization Stage of Population-Based Bio-inspired Metaheuristics for Handling Expensive Optimization Problems.
ADMA (2)
Muhammad Marwan Muhammad Fuad
2013 J jnl
ABC-SG: A New Artificial Bee Colony Algorithm-Based Distance of Sequential Data Using Sigma Grams.
CoRR
Muhammad Marwan Muhammad Fuad
2013 J jnl
Particle Swarm Optimization of Information-Content Weighting of Symbolic Aggregate Approximation.
CoRR
Muhammad Marwan Muhammad Fuad
2013 J jnl
Towards Normalizing the Edit Distance Using a Genetic Algorithms Based Scheme.
CoRR
Muhammad Marwan Muhammad Fuad
2013 J jnl
Towards a faster symbolic aggregate approximation method
CoRR
Muhammad Marwan Muhammad Fuad, Pierre-François Marteau
2013 — conf
When Optimization Is Just an Illusion.
ADMA (1)
Muhammad Marwan Muhammad Fuad
2012 Misc conf
ABC-SG: A New Artificial Bee Colony Algorithm-Based Distance of Sequential Data Using Sigma Grams.
AusDM
Muhammad Marwan Muhammad Fuad
2012 C conf
Differential evolution versus genetic algorithms: towards symbolic aggregate approximation of non-normalized time series.
IDEAS
Muhammad Marwan Muhammad Fuad
2012 B conf
Genetic Algorithms-Based Symbolic Aggregate Approximation.
DaWaK
Muhammad Marwan Muhammad Fuad
2012 C conf
Particle Swarm Optimization of Information-Content Weighting of Symbolic Aggregate Approximation.
ADMA
Muhammad Marwan Muhammad Fuad
2012 C conf
Towards Normalizing the Edit Distance Using a Genetic Algorithms-Based Scheme.
ADMA
Muhammad Marwan Muhammad Fuad
2012 B conf
Using Differential Evolution to Set Weights to Segments with Different Information Content in the Piecewise Aggregate Approximation.
KES
Muhammad Marwan Muhammad Fuad
2011 — —
Similarity Search in High-dimensional Spaces with Applications to Time Series Data Mining and Information Retrieval.
Muhammad Marwan Muhammad Fuad
2010 — conf
Enhancing the Symbolic Aggregate Approximation Method Using Updated Lookup Tables.
KES (1)
Muhammad Marwan Muhammad Fuad, Pierre-François Marteau
2010 — conf
Fast Retrieval of Time Series Using a Multi-resolution Filter with Multiple Reduced Spaces.
ADMA (1)
Muhammad Marwan Muhammad Fuad, Pierre-François Marteau
2010 C conf
Multi-resolution approach to time series retrieval.
IDEAS
Muhammad Marwan Muhammad Fuad, Pierre-François Marteau
2010 — conf
Speeding-Up the Similarity Search in Time Series Databases by Coupling Dimensionality Reduction Techniques with a Fast-and-Dirty Filter.
ICSC
Muhammad Marwan Muhammad Fuad, Pierre-François Marteau
2010 — conf
Towards a Faster Symbolic Aggregate Approximation Method.
ICSOFT (1)
Muhammad Marwan Muhammad Fuad, Pierre-François Marteau
2008 C conf
Extending the Edit Distance Using Frequencies of Common Characters.
DEXA
Muhammad Marwan Muhammad Fuad, Pierre-Francois Marteau
2008 C conf
The extended edit distance metric.
CBMI
Muhammad Marwan Muhammad Fuad, Pierre-François Marteau
2008 — conf
The multi-resolution extended edit distance.
Infoscale
Muhammad Marwan Muhammad Fuad, Pierre-François Marteau
2007 J jnl
The Extended Edit Distance Metric
CoRR
Muhammad Marwan Muhammad Fuad, Pierre-Francois Marteau