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Richard C. Millham

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affiliation: Durban University of Technology, Department of Information Technology, South Africa

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Books and Theses

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2006
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Richard C. Millham:
Evolution of batch-oriented COBOL systems into object-oriented systems through unified modelling language. De Montfort University, Leicester, UK, 2006

Journal Articles

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2023
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Quanyi Hu, Feng Wu, Raymond K. Wong, Richard C. Millham, Jinan Fiaidhi:
A novel indoor localization system using machine learning based on bluetooth low energy with cloud computing. Computing 105(3): 689-715 (2023)
[j13]
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Samuel Ofori Frimpong, Israel Edem Agbehadji, Abdultaofeek Abayomi, Richard C. Millham, Emmanuel Freeman, Martin Mabeifam Ujakpa:
Economic and reliability determination of sustainable renewable energy mix based on social spider prey optimization algorithm. Soft Comput. 27(15): 10687-10718 (2023)
2022
[j12]
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Israel Edem Agbehadji, Abdultaofeek Abayomi, Khac-Hoai Nam Bui, Richard C. Millham, Emmanuel Freeman:
Nature-Inspired Search Method and Custom Waste Object Detection and Classification Model for Smart Waste Bin. Sensors 22(16): 6176 (2022)
2021
[j11]
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Israel Edem Agbehadji, Richard C. Millham, Abdultaofeek Abayomi, Jason J. Jung, Simon James Fong, Samuel Ofori Frimpong:
Clustering algorithm based on nature-inspired approach for energy optimization in heterogeneous wireless sensor network. Appl. Soft Comput. 104: 107171 (2021)
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Shimin Hu, Simon Fong, Wei Song, Kyungeun Cho, Richard C. Millham, Jinan Fiaidhi:
Novel evolutionary-EAC instance-learning-based algorithm for fast data stream mining in assisted living with extreme connectivity. Computing 103(7): 1519-1543 (2021)
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Kun Lan, Simon Fong, Liansheng Liu, Raymond K. Wong, Nilanjan Dey, Richard C. Millham, Kelvin Kian Loong Wong:
A clustering based variable sub-window approach using particle swarm optimisation for biomedical sensor data monitoring. Enterp. Inf. Syst. 15(1): 15-35 (2021)
[j8]
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Shimin Hu, Simon Fong, Lili Yang, Shuang-Hua Yang, Nilanjan Dey, Richard C. Millham, Jinan Fiaidhi:
Fast and Accurate Terrain Image Classification for ASTER Remote Sensing by Data Stream Mining and Evolutionary-EAC Instance-Learning-Based Algorithm. Remote. Sens. 13(6): 1123 (2021)
2020
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Khac-Hoai Nam Bui, Israel Edem Agbehadji, Richard C. Millham, David Camacho, Jason J. Jung:
Distributed artificial bee colony approach for connected appliances in smart home energy management system. Expert Syst. J. Knowl. Eng. 37(6) (2020)
[j6]
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Israel Edem Agbehadji, Samuel Ofori Frimpong, Richard C. Millham, Simon James Fong, Jason J. Jung:
Intelligent energy optimization for advanced IoT analytics edge computing on wireless sensor networks. Int. J. Distributed Sens. Networks 16(7): 155014772090877 (2020)
2019
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Israel Edem Agbehadji, Richard C. Millham, Simon James Fong, Hongji Yang:
Integration of Kestrel-based search algorithm with artificial neural network for feature subset selection. Int. J. Bio Inspired Comput. 13(4): 222-233 (2019)
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Tengyue Li, Simon Fong, Richard C. Millham, Jinan Fiaidhi, Sabah Mohammed:
Fast Incremental Learning With Swarm Decision Table and Stochastic Feature Selection in an IoT Extreme Automation Environment. IT Prof. 21(2): 14-26 (2019)
2018
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Rui Tang, Simon Fong, Suash Deb, Athanasios V. Vasilakos, Richard C. Millham:
Dynamic group optimisation algorithm for training feed-forward neural networks. Neurocomputing 314: 1-19 (2018)
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Suash Deb, Zhonghuan Tian, Simon Fong, Raymond K. Wong, Richard C. Millham, Kelvin Kian Loong Wong:
Elephant search algorithm applied to data clustering. Soft Comput. 22(18): 6035-6046 (2018)
2017
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Kun Lan, Simon Fong, Wei Song, Athanasios V. Vasilakos, Richard C. Millham:
Self-Adaptive Pre-Processing Methodology for Big Data Stream Mining in Internet of Things Environmental Sensor Monitoring. Symmetry 9(10): 244 (2017)

Conference and Workshop Papers

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2024
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Richard Nana Nketsiah, Israel Edem Agbehadji, Richard C. Millham, Emmanuel Freeman:
Rule of Thumb for Estimating Workforce Allocations (ROT4WFA) for Computer Networking Projects. ICTAS 2024: 113-119
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Richard Nana Nketsiah, Richard C. Millham, Israel Edem Agbehadji, Emmanuel Freeman, Richard Koblah Agbehadzi:
Fox Prey Optimisation: A Novel Multi-Objective Approach for Congestion Control in Wired Computer Networks. ICTAS 2024: 120-127
2023
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Israel Edem Agbehadji, Richard C. Millham, Simon James Fong, Richard Koblah Agbehadzi:
Nature-Inspired Optimization: Optimizing Distance of Emergency Response Wagons en Route to Railway Crossing Accident Location. CECNet 2023: 691-697
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Elliot Mbunge, Stephen Gbenga Fashoto, Benhildah Muchemwa, Richard C. Millham, Garikayi Chemhaka, Maureen Nokuthula Sibiya, Tafadzwa Dzinamarira, Jolly Buwerimwe:
Application of machine learning techniques for predicting child mortality and identifying associated risk factors. ICTAS 2023: 1-5
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Elliot Mbunge, Maureen Nokuthula Sibiya, Sam Takavarasha, Richard C. Millham, Garikayi Chemhaka, Benhildah Muchemwa, Tafadzwa Dzinamarira:
Implementation of ensemble machine learning classifiers to predict diarrhoea with SMOTEENN, SMOTE, and SMOTETomek class imbalance approaches. ICTAS 2023: 1-6
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Nondumiso Sihlangu, Richard C. Millham:
Analysis of machine learning methods to determine the best data analysis method for diabetes prediction. ICTAS 2023: 1-6
2022
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Elliot Mbunge, Richard C. Millham, Maureen Nokuthula Sibiya, Sam Takavarasha:
Application of machine learning models to predict malaria using malaria cases and environmental risk factors. ICTAS 2022: 1-5
2021
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Jay Pancham, Richard C. Millham, Simon James Fong:
Determining the Impact of Perspex Obstacles on Bluetooth Transmission Paths Within a Simulated Office Environment for More Accurate Location Determination. ICCSA (9) 2021: 410-420
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Samuel Ofori Frimpong, Richard C. Millham, Israel Edem Agbehadji:
A Comprehensive Review of Nature-Inspired Search Techniques Used in Estimating Optimal Configuration Size, Cost, and Reliability of a Mini-grid HRES: A Systemic Review. ICCSA (9) 2021: 492-507
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Israel Edem Agbehadji, Richard C. Millham, Bankole Osita Awuzie, Alfred Beati Ngowi:
Stakeholder's Perspective of Digital Technologies and Platforms Towards Smart Campus Transition: Challenges and Prospects. ICIIA 2021: 197-213
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Samuel Ofori Frimpong, Richard C. Millham, Israel Edem Agbehadji, Jason J. Jung:
Social Spider and the Prey Search Method for Global Optimization in Hyper Dimensional Search Space. ICIIA 2021: 214-226
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Israel Edem Agbehadji, Bankole Osita Awuzie, Alfred Beati Ngowi, Richard C. Millham, Samuel Ofori Frimpong:
Global Optimization: A Hybrid Social Spider-Prey and Kestrel-Based Search Strategy in Multi-dimensional Search Space. ICIIA 2021: 240-255
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Elliot Mbunge, Maureen Nokuthula Sibiya, Richard C. Millham, Sam Takavarasha:
Micro-spatial modelling of malaria cases and environmental risk factors in Buhera rural district, Zimbabwe. ICTAS 2021: 52-58
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Elliot Mbunge, Maureen Nokuthula Sibiya, Richard C. Millham, Sam Takavarasha:
m-health framework for improving malaria information dissemination in Buhera rural district amid COVID-19 and beyond. ICTAS 2021: 59-66
2020
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Jay Pancham, Richard C. Millham, Simon James Fong:
Analysis of Bluetooth Low Energy RSSI Values for Use as a Real Time Link Quality Indicator for Indoor Location. ICCSA (6) 2020: 980-991
2019
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Victoria Mukami, Richard C. Millham, Threethambal Puckree:
mHealth: ICT framework for mitigating the determinants of maternal and neonatal morality. AFRICON 2019: 1-7
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Israel Edem Agbehadji, Abdultaofeek Abayomi, Richard C. Millham, Ekua Andowa Biney, Kwabena Obiri Yeboah:
Framework on mobile technology utilization for assisted healthcare service request and delivery for aged persons: a case of Ghana. SCA 2019: 54:1-54:10
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Israel Edem Agbehadji, Richard C. Millham, Simon James Fong, Jason J. Jung, Khac-Hoai Nam Bui, Abdultaofeek Abayomi:
Multi-stage Clustering Algorithm for Energy Optimization in Wireless Sensor Networks. SCDS 2019: 223-238
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Israel Edem Agbehadji, Richard C. Millham, Simon James Fong, Jason J. Jung, Khac-Hoai Nam Bui, Abdultaofeek Abayomi, Samuel Ofori Frimpong:
Bio-inspired energy efficient clustering approach for wireless sensor networks. WINCOM 2019: 1-8
2018
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Israel Edem Agbehadji, Richard C. Millham, Simon James Fong, Hongji Yang:
Kestrel-based Search Algorithm (KSA) and Long Short Term Memory (LSTM) Network for feature selection in classification of high-dimensional bioinformatics datasets. FedCSIS 2018: 15-20
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Jay Pancham, Richard C. Millham, Simon James Fong:
Analysis of Bluetooth Low Energy Detection Range Improvements for Indoor Environments. ICCS (3) 2018: 598-609
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Jay Pancham, Richard C. Millham, Simon James Fong:
Investigation of Obstructions and Range Limit on Bluetooth Low Energy RSSI for the Healthcare Environment. ICCSA (4) 2018: 261-274
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Jay Pancham, Richard C. Millham, Simon James Fong:
A Scalable Bluetooth Low Energy Design Model for Sensor Detection for an Indoor Real Time Location System. ICCSA (4) 2018: 317-330
[c15]
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Simon Fong, Robert P. Biuk-Aghai, Richard C. Millham:
Swarm Search Methods in Weka for Data Mining. ICMLC 2018: 122-127
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Bin Bin Ma, Simon Fong, Richard C. Millham:
Data stream mining in fog computing environment with feature selection using ensemble of swarm search algorithms. ICTAS 2018: 1-6
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Israel Edem Agbehadji, Richard C. Millham, Surendra Thakur, Hongji Yang, Hillar Addo:
Visualization of Frequently Changed Patterns Based on the Behaviour of Dung Beetles. SCDS 2018: 230-245
2017
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Jay Pancham, Richard C. Millham, Simon Fong:
Assessment of Feasible Methods Used by the Health Care Industry for Real Time Location. FedCSIS (Position Papers) 2017: 129-134
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Jay Pancham, Richard C. Millham, Simon James Fong:
Evaluation of Real Time Location System technologies in the health care sector. ICCSA (7) 2017: 1-7
2016
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Zhonghuan Tian, Simon Fong, Raymond K. Wong, Richard C. Millham:
Optimizing self-adaptive gender ratio of elephant search algorithm by min-max strategy. ICNC-FSKD 2016: 121-126
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Zhonghuan Tian, Simon Fong, Raymond K. Wong, Richard C. Millham:
Elephant search algorithm on data clustering. ICNC-FSKD 2016: 787-793
2015
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Jay Pancham, Richard C. Millham:
Design Phase Consistency: A Tool for Reverse Engineering of UML Activity Diagrams to Their Original Scenarios in the Specification Phase. ICCSA (4) 2015: 655-670
2011
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Richard C. Millham, Evans Dogbe:
Aspect-Oriented Security and Exception Handling within an Object Oriented System. COMPSAC Workshops 2011: 321-326
2010
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Richard C. Millham:
Migration of a Legacy Procedural System to Service-Oriented Computing Using Feature Analysis. CISIS 2010: 538-543
2009
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Richard C. Millham, Hongji Yang:
Domain Analysis in the Reengineering Process of a COBOL System. COMPSAC (2) 2009: 293-299
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Richard C. Millham, Hongji Yang:
Industrial Report: Data Reengineering of COBOL Sequential Legacy Systems. COMPSAC (1) 2009: 646-647
2004
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Richard C. Millham, Jianjun Pu, Hongji Yang:
TAGDUR: A tool for producing uml sequence, deployment, and component diagrams through reengineering of legacy systems. IASTED Conf. on Software Engineering 2004: 673-678
2003
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Richard C. Millham, Martin P. Ward, Hongji Yang:
Determining Granularity of Independent Tasks for Reengineering a Legacy System into an OO System. COMPSAC 2003: 342-347
2002
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Richard C. Millham:
An Investigation: Reengineering Sequential Procedure-Driven Software into Object-Oriented Event-Driven Software through UML Diagrams. COMPSAC 2002: 731-733

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2008
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Richard C. Millham:
Issues in Mobile Learning in Ghana. Innovative Techniques in Instruction Technology, E-learning, E-assessment, and Education 2008: 437-441

Reference Works

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2007
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Richard C. Millham:
Commercialization of Web Portals. Encyclopedia of Portal Technologies and Applications 2007: 152-156

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