3 papers
cs.LG2024
Converting Time Series Data to Numeric Representations Using Alphabetic Mapping and k-mer strategy
Sarwan Ali, Tamkanat E Ali, Imdad Ullah Khan +1
In the realm of data analysis and bioinformatics, representing time series data in a manner akin to biological sequences offers a novel approach to leverage sequence analysis techn…
cs.LG2024
Hilbert Curve Based Molecular Sequence Analysis
Sarwan Ali, Tamkanat E Ali, Imdad Ullah Khan +1
Accurate molecular sequence analysis is a key task in the field of bioinformatics. To apply molecular sequence classification algorithms, we first need to generate the appropriate…
cs.LG2024
DWFL: Enhancing Federated Learning through Dynamic Weighted Averaging
Prakash Chourasia, Tamkanat E Ali, Sarwan Ali +1
Federated Learning (FL) is a distributed learning technique that maintains data privacy by providing a decentralized training method for machine learning models using distributed b…