output
20062026
most citedDetecting Straggler MapReduce Tasks in Big Data Processing Infrastructure by Neural Network

31 citations

24 papers

math.OC2026★ 3 cited

Virtual Gap Analysis procedures for Multi-Criteria Decision-Making and Efficiency Analysis Problems

Fuh-Hwa Franklin Liu, Su-Chuan Shih

Existing multi-criteria decision-making (MCDM) methods often face challenges when evaluating a large number of alternatives, leading to skewed results in selecting the optimal choi…

physics.chem-ph2025

Panchromatic Absorbing Materials: Molecular Design and Challenges in Photovoltaic Applications

Hsien-Hsin Chou

Panchromatic absorbing materials are widely regarded as a key strategy for enhancing solar energy utilization and photocurrent generation. However, in artificial molecular systems,…

cs.IR2020★ 12 cited

A Scalable Feature Selection and Opinion Miner Using Whale Optimization Algorithm

Amir Javadpour, Samira Rezaei, Kuan-Ching Li +1

Due to the fast-growing volume of text documents and reviews in recent years, current analyzing techniques are not competent enough to meet the users' needs. Using feature selectio…

cs.DC2020★ 31 cited

Detecting Straggler MapReduce Tasks in Big Data Processing Infrastructure by Neural Network

Amir Javadpour, Guojun Wang, Samira Rezaei +1

Straggler task detection is one of the main challenges in applying MapReduce for parallelizing and distributing large-scale data processing. It is defined as detecting running task…

cs.IR2020★ 6 cited

Semantic Sensitive TF-IDF to Determine Word Relevance in Documents

Amir Jalilifard, Vinicius F. Caridá, Alex F. Mansano +2

Keyword extraction has received an increasing attention as an important research topic which can lead to have advancements in diverse applications such as document context categori…

math.DS2017

Affine map equivalence versus critical set equivalence for quadratic maps of the plane

Chia-Hsing Nien, Bruce B. Peckham, Richard P. McGehee

In recent work [Nien et al. 2016], the authors enumerated a classification of quadratic maps of the plane according to their critical sets and images. It is straightforward to show…