Global Signature Consultancy
Publications

Research & Scholarly Publications

Explore journal papers, conference papers, book chapters, technical reports and working papers focusing on data science, machine learning, digital transformation, strategic planning and institutional development.

10

Total Publications

6

Journal Papers

1

Conference Papers

125

Total Citations

3/1

Research Impact

Clear
Thesis / Dissertation 2026

An Optimized Machine Learning Model for Poverty Detection Using a Multidimensional Data-Driven Approach

Abdulrehman Ahmed Mohamed
Technical University of Mombasa (TUM)
, pp. 290

Accurate and dynamic poverty detection remains a major challenge where conventional approaches rely on static classifiers and...

Published by Institute of Computing and Informatics, Technical University of Mombasa
Conference Paper 2021

Data-driven Approach for Selection of an Ensemble Model of Profane Words Detection in Social Media

Abdulrehman A. Mohamed, George Okeyo, Michael Kimwele
2021 International Conference on Artificial Intelligence, Big Data, Computing and Data Communication Systems (icABCD)
, pp. 1-5

This conference paper presents a data-driven ensemble approach for detecting profane language in social media platforms. The...

Published by IEEE
Journal Paper 2016

Liquidizer.js: A Responsive Web Design Algorithm

Abdulrehman Mohamed, W. K. Cheruiyot, Richard Rimiru

This paper presents Liquidizer.js, an enhanced Responsive Web Design (RWD) algorithm developed to simplify the creation of re...

Journal Paper 2025

Modeling of a Multidimensional Data-Driven Approach (MDDA) for Optimized ML Model in Poverty Detection

Abdulrehman Mohamed, Fullgence Mwakondo, Kelvin Tole, Mvurya Mgala

This paper introduces the Multidimensional Data-Driven Approach (MDDA), an optimized machine learning framework for poverty d...

Journal Paper 2017

Multimedia Databases: Performance Measure Benchmarking Model (PMBM) Framework

Abdulrehman A. Mohamed, Cyrus A. Makori
The International Journal of Engineering and Science (IJES)
Vol. 6 (6) , pp. 49-58

This paper presents the Performance Measure Benchmarking Model (PMBM) Framework for evaluating multimedia databases using Con...

Working Paper 2018

Literature Survey: Data-driven Approach for Selection of an Ensemble Model of Profane Words Detection in Social Media

Michael W. Kimwele, Abdulrehman Mohamed

This paper presents a literature survey on data-driven approaches for selecting an ensemble model for detecting profane words...

Thesis / Dissertation 2015

An Enhanced Approach to Responsive Web Design in Fluid Grid Concept

Abdulrehman Ahmed Mohamed
Jomo Kenyatta University of Agriculture and Technology (JKUAT)

This research presents an enhanced approach to Responsive Web Design (RWD) by addressing limitations associated with traditio...

Published by Jomo Kenyatta University of Agriculture and Technology (JKUAT)
Journal Paper 2016

A Literature Survey of Image Descriptors in Content Based Image Retrieval

Abdulrehman Ahmed Mohamed, C. A. Makori, J. Kamau
International Journal of Scientific & Engineering Research
Vol. 7 (3) , pp. 919-929

This paper presents a literature survey on image descriptors in Content Based Image Retrieval (CBIR). It explores how image d...

Published by International Journal of Scientific & Engineering Research
Journal Paper 2025

Optimized Machine Learning Models for Poverty Detection: A Scientific Review of Multidimensional Approaches

Abdulrehman Mohamed, Fullgence Mwakondo, Kelvin Tole, Mvurya Mgala
International Journal of Research and Scientific Innovation (IJRSI)
, pp. 1081-1090

This paper presents an optimized machine learning framework for multidimensional poverty detection by integrating empirical v...

Published by International Journal of Research and Scientific Innovation
Journal Paper 2014

Responsive Web Design in Fluid Grid Concept Literature Survey

Abdulrehman A. Mohamed, W. K. Cheruiyot, Richard Rimiru, C. Ondago
The International Journal of Engineering and Science (IJES)
Vol. 3 (7)

This paper presents a literature survey on Responsive Web Design, with specific focus on the fluid grid concept. It examines...

Published by The International Journal of Engineering and Science

Research Focus Areas

My research integrates information technology, management science, artificial intelligence and data-driven decision making to solve complex organizational and societal challenges.

Artificial Intelligence

Machine Learning, Deep Learning, Predictive Analytics, Explainable AI and Intelligent Decision Support Systems.

Data Science

Data Mining, Big Data Analytics, Business Intelligence, Dashboards and Data Visualization.

Strategic Management

Strategic Planning, Organizational Performance, Monitoring & Evaluation and Institutional Development.

Digital Transformation

ICT Strategy, e-Government, Digital Innovation and Technology Adoption.

Poverty Analytics

Multidimensional Poverty Measurement, Socio-economic Analytics and Policy Intelligence.

Information Systems

Web Technologies, Database Systems, Information Security and ICT Governance.

Research Impact

125

Total Citations

3

H-index

1

i10-index

6

Published in
International Journals

AI • Data Science • Poverty Analytics • Digital Transformation

Research Areas

Research Journey

2014

Responsive Web Technologies

Published research on responsive web design, fluid grid concepts and adaptive web interfaces.

2015–2017

Multimedia Databases & Computer Vision

Expanded research into Content-Based Image Retrieval, multimedia databases and intelligent information retrieval.

2021

Artificial Intelligence

Published an IEEE conference paper on ensemble machine learning for intelligent profanity detection using data-driven techniques.

2026

PhD Research

Completed doctoral research on an optimized machine learning model for poverty detection using a multidimensional data-driven approach (MDDA).

Current

AI for Sustainable Development

Current research connects Explainable AI, poverty analytics, digital transformation, data science, decision support systems and strategic management.

Research Collaboration

I welcome collaborations with universities, government institutions, development partners, NGOs, researchers and industry on multidisciplinary research, consultancy assignments, grant-funded projects, journal publications, conference papers, supervision and innovation initiatives.