Theory building with big data-driven research–Moving away from the “What” towards the “Why”

AK Kar, YK Dwivedi - International Journal of Information Management, 2020 - Elsevier
Data availability and access to various platforms, is changing the nature of Information
Systems (IS) studies. Such studies often use large datasets, which may incorporate …

Phishing website detection using support vector machines and nature-inspired optimization algorithms

S Anupam, AK Kar - Telecommunication Systems, 2021 - Springer
Phishing websites are amongst the biggest threats Internet users face today, and existing
methods like blacklisting, using SSL certificates, etc. often fail to keep up with the increasing …

A passenger-centric model for reducing missed connections at low cost airports with gates reassignment

H Ali, Y Guleria, S Alam, M Schultz - IEEE Access, 2019 - ieeexplore.ieee.org
Low cost carriers usually operate from no-frills budget terminals which are designed for
quick aircraft turnaround, faster passenger connections with minimal inter-gate passenger …

Stochastic optimization methods

HI Erten, HA Deveci, HS Artem - Designing engineering structures …, 2020 - taylorfrancis.com
This chapter presents the review of the seven most preferred stochastic optimization
methods in detail for use in different industrial areas such as engineering, construction …

Cold Chain Logistics Distribution Path Planning of Fresh Products in Beijing Subcenter

F Li, W Ai, T Ju - Sustainability, 2022 - mdpi.com
With the gradual development of a capital city subcenter, numerous residents gradually
move to the subcenter, increasing the demand for fresh food. Thus, an adequate supply of …

Dynamic hot spot prediction by learning spatial-temporal utilization of taxiway intersections

H Ali, R Delair, DT Pham, S Alam… - … Conference on Artificial …, 2020 - ieeexplore.ieee.org
Airports across the world are expanding by building multiple ground control towers and
resorting to complex taxiway and runway system, in response to growing air traffic. Current …

Data driven and learning based approaches for integrated landside airside operations optimization

H Ali - 2022 - dr.ntu.edu.sg
Asia has witnessed a meteoric rise in its air traffic in the last decade; leading the region to
experience the fastest air traffic growth, globally. However, air traffic infrastructure has not …

Timetable generation: Applying a modified FP-tree algorithm on mined students' and faculty preferences

FA Albalooshi, SM Shatnawi - International Journal of Applied …, 2021 - igi-global.com
Evidence based on ongoing published research shows that timetabling has been a
challenge for over two decades. There is a growing need in higher education for a learner …

Support vector machine for imbalanced microarray dataset classification using ant colony optimization and genetic algorithm

D Nurlaily, I Irhamah, SW Purnami… - AIP Conference …, 2019 - pubs.aip.org
The microarray dataset contains a series of samples with the number of variables that reach
thousands of genes expression. DNA microarrays are used to determine the level of gene …

A comparative study utilizing hybridized ant colony optimization algorithms for solving dynamic capacity of vehicle routing problems in waste collection system

TM Sahib, R Mohd-Mokhtar… - …, 2024 - teknomekanik.ppj.unp.ac.id
The waste collection stage generated 70% of the cost of the total Municipal Solid Waste
(MSW) management system. Therefore, choosing the most affordable waste collection …