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Bio

Personal Information

Elder in the Seventh Day Adventist Church

Machine learning scientist

Private designer and developer of intelligent systems: Intelligent school bells, intelligent hybrid power systems, intelligent shower systems, intelligent changeover systems, intelligent security systems

A competent programmer: C, C++, Matlab

Hardware designer : Single, Double and Multilayer Printed Circuit Boards

Mentor and Motivator: University, High School and Primary School students

Teaches and supervises BSc, MSc and PhD students

Undergraduate Units: Computer Science I, Computer Science II

DAVIES RENE SEGERA CV

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application/pdf icondavies_rene_segera_cv_revised.pdf

(Last updated: March 24, 2022)

Publications

2021

Kitonyi, PM, Segera DR.  2021.  Hybrid Gradient Descent Grey Wolf Optimizer for Optimal Feature Selection. Hindawi Biomed Research International. 2021(2021):1-33.
Momanyi, E, Segera D.  2021.  A Master-Slave Binary Grey Wolf Optimizer for Optimal Feature Selection in Biomedical Data Classification. Hindawi Biomed Research International. 2021:1-12.
application/pdf icona_master-slave_binary_grey_wolf_optimizer_for_optimal_feature_selection_in_biomedical_data_classification.pdf
Jerop, B, Segera DR.  2021.  An Efficient PCA-GA-HKSVM-Based Disease Diagnostic Assistant. Hindawi Biomed Research International. 2021(2021):1-10.
application/pdf iconan_efficient_pca-ga-hksvm-based_disease_diagnostic_assistant.pdf

2020

Segera, D, Mbuthia M, Nyete A.  2020.  An Excited Binary Grey Wolf Optimizer for Feature Selection in Highly Dimensional Datasets. 17th International Conference on Informatics in Control, Automation and Robotics (ICINCO 2020). :125-133., Online Streaming: SCITEPRESS – Science and Technology Publications, Lda
application/pdf iconan_excited_binary_grey_wolf_optimizer_for_feature_selection_in_highly_dimensional_datasets.pdf
Segera, D, Mbuthia M, Nyete A.  2020.  Particle Swarm Optimized Hybrid Kernel-Based Multiclass Support Vector Machine for Microarray Cancer Data Analysis. Prime Archives in Medicine. , Hyderabad (India): Vide Leaf
Segera, D, Mbuthia M, Nyete A.  2020.  An Innovative Excited-ACS-IDGWO Algorithm for Optimal Biomedical Data Feature Selection. Hindawi BioMed Research International. 2020(2021):1-17.
application/pdf iconan_innovative_excited-acs-idgwo_algorithm_for_optimal_biomedical_data_feature_selection.pdf

2019

Ngera, E, Davies S.  2019.  Deep Machine Learning For Brain MRI Classification. ICTACT JOURNAL ON DATA SCIENCE AND MACHINE LEARNING. 1(1):26-31.
application/pdf icondeep_machine_learning_for_brain_mri_classification.pdf
Wanga, G, Davies SR.  2019.  Deep Machine Learning For Age And Gender Prediction. ICTACT Journal on Soft Computing. 9(4):1999-2005.
application/pdf icondeep_machine_learning_for_age_and_gender_prediction.pdf
Ndirangu, S, Segera D.  2019.  Support Vector Machine Based Disease Diagnostic Assistant. ICTACT Journal on Soft Computing. 9(4):1974-1979.
application/pdf iconsupport_vector_machine_based_disease_diagnostic_assistant.pdf
Segera, D, Mbuthia M, Nyete A.  2019.  Particle Swarm Optimized Hybrid Kernel-Based Multiclass Support Vector Machine for Microarray Cancer Data Analysis. Hindawi BioMed Research International. 2019(2019):1-12.
application/pdf iconparticle_swarm_optimized_hybrid_kernel-based_multiclass_support_vector_machine_for_microarray_cancer_data_analysis.pdf

2015

Segera, DR, Mbuthia M.  2015.  Optimized Routing and Component Placement to Improve the Continuity And Uniformity of the PCB- PIFL Antenna's Co-Planar Ground Plane to Achieve an Overall Improved Antenna Performance. International Journal of Innovative Research in Science, Engineering and Technology. 4(11):10320-10327.
application/pdf iconoptimized_routing_and_component_placement_to_improve_the_continuity_and_uniformity_of_the_pcb-_pifl_antennas_co-planar_ground_plane_to_achieve_an_overall_improved_antenna_performance.pdf
Davies, S, Mbuthia M.  2015.  Design and Optimization of A Mobile Device PCB-PIFL Multiband Antenna for GSM Applications. International Journal of Innovative Research in Science, Engineering and Technology. 4(10):9522-9528.
application/pdf icondesign_and_optimization_of_a_mobile_device_pcb-pifl_multiband_antenna_for_gsm_applications.pdf

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