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ORCIDMuhammad Marwan Muhammad Fuad
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2020 – today
- 2023
[i11]Muhammad Marwan Muhammad Fuad:
Fast Classification of Large Time Series Datasets. CoRR abs/2312.06029 (2023)- 2022
- [j3]Muhammad Marwan Muhammad Fuad
:
Evolutionary algorithms for modeling non-equilibrium population. Appl. Soft Comput. 115: 108172 (2022) - 2021
- [c39]Muhammad Marwan Muhammad Fuad:
TSAX is Trending. ICCS (2) 2021: 284-296 - [i10]Muhammad Marwan Muhammad Fuad:
TSAX is Trending. CoRR abs/2112.12912 (2021) - 2020
- [c38]Muhammad Marwan Muhammad Fuad:
Extreme-SAX: Extreme Points Based Symbolic Representation for Time Series Classification. DaWaK 2020: 122-130 - [c37]Muhammad Marwan Muhammad Fuad:
Modifying the Symbolic Aggregate Approximation Method to Capture Segment Trend Information. MDAI 2020: 230-239 - [i9]Muhammad Marwan Muhammad Fuad:
Modifying the Symbolic Aggregate Approximation Method to Capture Segment Trend Information. CoRR abs/2010.00730 (2020) - [i8]Muhammad Marwan Muhammad Fuad:
Extreme-SAX: Extreme Points Based Symbolic Representation for Time Series Classification. CoRR abs/2010.00732 (2020)
2010 – 2019
- 2019
- [j2]Muhammad Marwan Muhammad Fuad:
Applying nature-inspired optimization algorithms for selecting important timestamps to reduce time series dimensionality. Evol. Syst. 10(1): 13-28 (2019) - [c36]Robert Kerr, Muhammad Marwan Muhammad Fuad:
A Real-Time Lazy Eye Correction Method for Low Cost Webcams. KES 2019: 281-290 - [c35]Biveeken Vijayakumar, Muhammad Marwan Muhammad Fuad:
A New Method to Identify Short-Text Authors Using Combinations of Machine Learning and Natural Language Processing Techniques. KES 2019: 428-436 - 2018
- [i7]Muhammad Marwan Muhammad Fuad:
Applying Nature-Inspired Optimization Algorithms for Selecting Important Timestamps to Reduce Time Series Dimensionality. CoRR abs/1812.03444 (2018) - 2017
- [j1]Muhammad Marwan Muhammad Fuad:
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. 34(1) (2017) - [c34]Muhammad Marwan Muhammad Fuad, Søren Besenbacher:
Modeling non-equilibrium population using variable-chromosome-length genetic algorithm. CEC 2017: 2566-2573 - 2016
- [c33]Muhammad Marwan Muhammad Fuad:
Optimized Word-Size Time Series Representation Method Using a Genetic Algorithm with a Flexible Encoding Scheme. AI*IA 2016: 26-34 - [c32]Muhammad Marwan Muhammad Fuad:
A differential evolution optimization algorithm for reducing time series dimensionality. CEC 2016: 249-254 - [c31]Muhammad Marwan Muhammad Fuad:
Variable-Chromosome-Length Genetic Algorithm for Time Series Discretization. DEXA (2) 2016: 418-425 - [c30]Muhammad Marwan Muhammad Fuad:
An Experimental Evaluation of the Adaptive Sampling Method for Time Series Classification and Clustering. ICPRAM 2016: 48-54 - 2015
- [c29]Muhammad Marwan Muhammad Fuad:
Optimized Multi-Resolution Indexing and Retrieval Scheme of Time Series. EPIA 2015: 603-608 - [c28]Muhammad Marwan Muhammad Fuad:
Applying Non-dominated Sorting Genetic Algorithm II to Multi-objective Optimization of a Weighted Multi-metric Distance for Performing Data Mining Tasks. EvoApplications 2015: 579-589 - [c27]Muhammad Marwan Muhammad Fuad:
A Haar Wavelet-based Multi-resolution Representation Method of Time Series Data. ICAART (2) 2015: 620-626 - [c26]Muhammad Marwan Muhammad Fuad:
Chemo-inspired Genetic Algorithm for Optimizing the Piecewise Aggregate Approximation. ICORES 2015: 205-210 - [c25]Muhammad Marwan Muhammad Fuad:
On the Application of Bio-Inspired Optimization Algorithms to Fuzzy C-Means Clustering of Time Series. ICPRAM (1) 2015: 348-353 - [c24]Muhammad Marwan Muhammad Fuad:
Multi-objective Optimization for Clustering Microarray Gene Expression Data - A Comparative Study. KES-AMSTA 2015: 123-133 - [c23]Muhammad Marwan Muhammad Fuad:
Hierarchical Clustering of DNA Microarray Data Using a Hybrid of Bacterial Foraging and Differential Evolution. TPNC 2015: 46-57 - 2014
- [c22]Muhammad Marwan Muhammad Fuad:
Parameter-Free Extended Edit Distance. DaWaK 2014: 465-475 - [c21]Muhammad Marwan Muhammad Fuad:
A Synergy of Artificial Bee Colony and Genetic Algorithms to Determine the Parameters of the Σ-Gram Distance. DEXA (2) 2014: 147-154 - [c20]Muhammad Marwan Muhammad Fuad:
One-Step or Two-Step Optimization and the Overfitting Phenomenon - A Case Study on Time Series Classification. ICAART (1) 2014: 645-650 - [c19]Muhammad Marwan Muhammad Fuad:
A Hybrid of Bacterial Foraging and Differential Evolution -based Distance of Sequences. KES 2014: 101-110 - [c18]Muhammad Marwan Muhammad Fuad:
A Weighted Minimum Distance Using Hybridization of Particle Swarm Optimization and Bacterial Foraging. PRICAI 2014: 309-319 - [c17]Muhammad Marwan Muhammad Fuad:
Differential Evolution-Based Weighted Combination of Distance Metrics for k-means Clustering. TPNC 2014: 193-204 - [i6]Muhammad Marwan Muhammad Fuad:
One-Step or Two-Step Optimization and the Overfitting Phenomenon: A Case Study on Time Series Classification. CoRR abs/1407.4364 (2014) - 2013
- [c16]Muhammad Marwan Muhammad Fuad:
When Optimization Is Just an Illusion. ADMA (1) 2013: 121-132 - [c15]Muhammad Marwan Muhammad Fuad:
A Pre-initialization Stage of Population-Based Bio-inspired Metaheuristics for Handling Expensive Optimization Problems. ADMA (2) 2013: 396-403 - [i5]Muhammad Marwan Muhammad Fuad, Pierre-François Marteau:
Towards a faster symbolic aggregate approximation method. CoRR abs/1301.5871 (2013) - [i4]Muhammad Marwan Muhammad Fuad:
ABC-SG: A New Artificial Bee Colony Algorithm-Based Distance of Sequential Data Using Sigma Grams. CoRR abs/1312.1423 (2013) - [i3]Muhammad Marwan Muhammad Fuad:
Particle Swarm Optimization of Information-Content Weighting of Symbolic Aggregate Approximation. CoRR abs/1312.1752 (2013) - [i2]Muhammad Marwan Muhammad Fuad:
Towards Normalizing the Edit Distance Using a Genetic Algorithms Based Scheme. CoRR abs/1312.1760 (2013) - 2012
- [c14]Muhammad Marwan Muhammad Fuad:
Particle Swarm Optimization of Information-Content Weighting of Symbolic Aggregate Approximation. ADMA 2012: 443-455 - [c13]Muhammad Marwan Muhammad Fuad:
Towards Normalizing the Edit Distance Using a Genetic Algorithms-Based Scheme. ADMA 2012: 477-487 - [c12]Muhammad Marwan Muhammad Fuad:
ABC-SG: A New Artificial Bee Colony Algorithm-Based Distance of Sequential Data Using Sigma Grams. AusDM 2012: 85-92 - [c11]Muhammad Marwan Muhammad Fuad:
Genetic Algorithms-Based Symbolic Aggregate Approximation. DaWaK 2012: 105-116 - [c10]Muhammad Marwan Muhammad Fuad:
Differential evolution versus genetic algorithms: towards symbolic aggregate approximation of non-normalized time series. IDEAS 2012: 205-210 - [c9]Muhammad Marwan Muhammad Fuad:
Using Differential Evolution to Set Weights to Segments with Different Information Content in the Piecewise Aggregate Approximation. KES 2012: 440-449 - 2011
- [b1]Muhammad Marwan Muhammad Fuad:
Similarity Search in High-dimensional Spaces with Applications to Time Series Data Mining and Information Retrieval. University of Southern Brittany, Morbihan, France, 2011 - 2010
- [c8]Muhammad Marwan Muhammad Fuad, Pierre-François Marteau:
Fast Retrieval of Time Series Using a Multi-resolution Filter with Multiple Reduced Spaces. ADMA (1) 2010: 137-148 - [c7]Muhammad Marwan Muhammad Fuad, Pierre-François Marteau:
Towards a Faster Symbolic Aggregate Approximation Method. ICSOFT (1) 2010: 305-310 - [c6]Muhammad Marwan Muhammad Fuad, Pierre-François Marteau:
Multi-resolution approach to time series retrieval. IDEAS 2010: 136-142 - [c5]Muhammad Marwan Muhammad Fuad, Pierre-François Marteau:
Enhancing the Symbolic Aggregate Approximation Method Using Updated Lookup Tables. KES (1) 2010: 420-431 - [c4]Muhammad Marwan Muhammad Fuad, Pierre-François Marteau:
Speeding-Up the Similarity Search in Time Series Databases by Coupling Dimensionality Reduction Techniques with a Fast-and-Dirty Filter. ICSC 2010: 101-104
2000 – 2009
- 2008
- [c3]Muhammad Marwan Muhammad Fuad, Pierre-François Marteau:
The extended edit distance metric. CBMI 2008: 242-248 - [c2]Muhammad Marwan Muhammad Fuad, Pierre-Francois Marteau:
Extending the Edit Distance Using Frequencies of Common Characters. DEXA 2008: 150-157 - [c1]Muhammad Marwan Muhammad Fuad, Pierre-François Marteau:
The multi-resolution extended edit distance. Infoscale 2008: 12 - 2007
- [i1]Muhammad Marwan Muhammad Fuad, Pierre-Francois Marteau:
The Extended Edit Distance Metric. CoRR abs/0709.4669 (2007)
Coauthor Index
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