Requirements for big data adoption for railway asset management

P McMahon, T Zhang, R Dwight - Ieee Access, 2020 - ieeexplore.ieee.org
Nowadays, huge amounts of data have been captured along with the day-to-day operation
of assets including railway systems. Hence, we have come to the era of big data. The …

Using PCA and factor analysis for dimensionality reduction of bio-informatics data

MU Ali, S Ahmed, J Ferzund, A Mehmood… - arXiv preprint arXiv …, 2017 - arxiv.org
Large volume of Genomics data is produced on daily basis due to the advancement in
sequencing technology. This data is of no value if it is not properly analysed. Different kinds …

Modern data formats for big bioinformatics data analytics

S Ahmed, MU Ali, J Ferzund, MA Sarwar… - arXiv preprint arXiv …, 2017 - arxiv.org
Next Generation Sequencing (NGS) technology has resulted in massive amounts of
proteomics and genomics data. This data is of no use if it is not properly analyzed. ETL …

Machine learning on big data: A developmental approach on societal applications

LH Son, HK Tripathy, BR Acharya, R Kumar… - Big Data Processing …, 2019 - Springer
Abstract Machine Learning (ML) is a potential tool that can be used to make predictions on
the future based on the past history data. It constructs a model from input examples to make …

[PDF][PDF] Need and role of scala implementations in bioinformatics

A Rehman, A Abbas, MA Sarwar… - International Journal of …, 2017 - researchgate.net
Next Generation Sequencing has resulted in the generation of large number of omics data at
a faster speed that was not possible before. This data is only useful if it can be stored and …

Classification of Large Social Twitter Network Data Using R

M Umer, MJ Iqbal, T Mansoor, MU Nasir, A Asif… - Journal of Innovative …, 2023 - jicet.org
The development of social networks has altered computer science research. Now, a vast
amount of data is available via Twitter, Facebook, emails, and IoT.(Internet of Things). So …

[PDF][PDF] Using R for Classification of Large Social Network Data

F Nasir, S Nazeer, J Ferzund, U Zulfiqar… - … Journal of Computer …, 2017 - researchgate.net
Using R for Classification of Large Social Network Data Page 1 Using R for Classification of
Large Social Network Data Furqan Nasir Department of Information Technology Shahbaz …

[PDF][PDF] Practical Bayesian Implementation of Machine Learning Techniques for Social Media Analysis

M Zohaib, M Khanam - researchgate.net
During the last few years, Social media data have been produced in large amount due to
new methods and technologies to be used in this area. So this data need to be analyze …

Towards a Full Big Data Based Solution for Computationally Intensive Problems: Solving Motif Finding Problem as a Case Study

MM Al-Qutt, H Khaled, HM Faheem… - … and Systems (ICCES), 2018 - ieeexplore.ieee.org
The Solution scalability of computationally intensive problems constitutes a major challenge
to researcher in the High Performance Computing realm. Cloud platform services have been …

[PDF][PDF] A Novel Big Data Storage Model for Protein-Protein Interaction and Gene-Protein Associations

MA Sarwar, H Yaseen, J Ferzund, H Farooq… - International Journal of …, 2017 - academia.edu
NGS (Next Generation Sequencing) technology has resulted in huge amount of proteomics
data that exists in the form of interactions (protein-protein, gene-protein, and genedisease) …