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31 32 33 34 35<body class="layout-default"> 36 37 <div id="container"> 38 39 <div id="header"> 40 41 <!-- defer loading of font and font awesome --> 42 <noscript id="deferred-styles"> 43 <link href="https://fonts.googleapis.com/css?family=Righteous%7CMerriweather:300,300i,400,400i,700,700i" rel="stylesheet"> 44 <!-- <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous"> --> 45 </noscript> 46 47 48 <!-- Begin Menu Navigation 49 ================================================== --> 50 <nav class="navbar navbar-expand-lg navbar-light bg-white fixed-top mediumnavigation nav-down"> 51 52 <div class="container pr-0"> 53 54 <a class="navbar-brand" href="/"> 55 <img src="/assets/images/logo.png" alt="Mbithe Nzomo"> 56 </a> 57 58 <button class="navbar-toggler" type="button" data-toggle="collapse" data-target="#navbarMediumish" aria-controls="navbarSupportedContent" aria-expanded="false" aria-label="Toggle navigation"> 59 <span class="navbar-toggler-icon"></span> 60 </button> 61 62 <div class="collapse navbar-collapse" id="navbarMediumish"> 63 64 <!-- Begin Menu --> 65 66 <ul class="navbar-nav ml-auto"> 67 <li class="nav-item"> 68 <a class="nav-link" href="/">Home</a> 69 </li> 70 71 <li class="nav-item"> 72 <a class="nav-link" href="/updates">Updates</a> 73 </li> 74 75 <li class="nav-item"> 76 <a class="nav-link" href="/publications">Publications</a> 77 </li> 78 </li> 79 80 <li class="nav-item"> 81 <a class="nav-link" href="/cv">CV</a> 82 </li> 83 84 <li class="nav-item"> 85 <a target="_blank" class="nav-link" href="https://www.linkedin.com/in/mbithenzomo/"><i class="fa-brands fa-linkedin"></i></a> 86 </li> 87 88 <li class="nav-item"> 89 <a target="_blank" class="nav-link" href="https://github.com/mbithenzomo/"><i class="fa-brands fa-github"></i></a> 90 </li> 91 92 </ul> 93 94 <!-- End Menu --> 95 96 </div> 97 98 </div> 99 </nav> 100 101 </div> 102 103 <!-- End Navigation 104 ================================================== --> 105 <div id="body"> 106 107 <div class="site-content"> 108 109 <div class="container"> 110 111 <!-- Site Title 112 ================================================== --> 113 <div class="mainheading"> 114 <!-- <h1 class="sitetitle">Mbithe Nzomo</h1> --> 115 <!-- <p class="lead"> 116 My personal website. 117 </p> --> 118 </div> 119 120 <!-- Content 121 ================================================== --> 122 <div class="main-content"> 123 124 125<!-- Publications 126================================================== --> 127<section class="publications-section"> 128 <div class="row"> 129 <div class="col-md-12"> 130 <div class="section-title"> 131 <h2><span>Publications</span></h2> 132 </div> 133 <p> 134 <strong>A Systematic Evaluation of Hybrid CNN Architectures for Atrial Fibrillation Episode Prediction Using ECG Data</strong></span><br><br> 135 <strong>Year: </strong>2026<br> 136 <strong>Authors: </strong><u>Mbithe Nzomo</u> and Deshendran Moodley<br> 137 <strong>To appear in: </strong> Proceedings of the 35th International Conference on Artificial Neural Networks (ICANN)<br> 138 <strong>To be presented at: </strong><a href="https://e-nns.org/icann2026/" target="_blank">ICANN 2026</a>; 14th to 17th September 2026; Padua, Italy. 139 </p> 140 <!-- <a target="_blank" href="https://doi.org/10.1109/COMPSAC65507.2025.00111" class="btn btn-styled">Publisher</a> --> 141 <a target="_blank" href="/assets/files/Nzomo and Moodley - A Systematic Evaluation of Hybrid CNN Architectures.pdf" class="btn btn-styled">Camera-ready PDF</a> 142 <hr> 143 <p> 144 <strong>Semantic Web technologies in sensor-based personal health monitoring systems: A systematic mapping study</strong><br><br> 145 <strong>Year: </strong>2026<br> 146 <strong>Authors: </strong><u>Mbithe Nzomo</u> and Deshendran Moodley<br> 147 <strong>Published in:</strong> <a href="https://journals.sagepub.com/articles/SWJ" target="_blank">Semantic Web</a> vol. 17(3). <br> 148 </p> 149 <a target="_blank" href="https://doi.org/10.1177/22104968261431426" class="btn btn-styled">Publisher</a> 150 <a target="_blank" href="https://journals.sagepub.com/doi/epdf/10.1177/22104968261431426" class="btn btn-styled">PDF</a> 151 <hr> 152 <p> 153 <strong>Integrating Knowledge Graphs and Bayesian Networks: A Hybrid Approach for Explainable Disease Risk Prediction</strong></span><br><br> 154 <strong>Year: </strong>2025<br> 155 <strong>Authors: </strong><u>Mbithe Nzomo</u> and Deshendran Moodley<br> 156 <strong>Published in: </strong> <a href="https://ieeexplore.ieee.org/xpl/conhome/11126524/proceeding" target="_blank">Proceedings of the 2025 IEEE 49th IEEE International Conference on Computers, Softw
156are, and Applications (COMPSAC)</a><br> 157 <strong>Presented at: </strong><a href="https://ieeecompsac.computer.org/2025/" target="_blank">COMPSAC 2025</a>; 8th to 11th July 2025; Toronto, Canada. 158 </p> 159 <a target="_blank" href="https://doi.org/10.1109/COMPSAC65507.2025.00111" class="btn btn-styled">Publisher</a> 160 <a target="_blank" href="https://arxiv.org/pdf/2506.13920" class="btn btn-styled">PDF</a> 161 <hr> 162 <p> 163 <strong>A Semantic Architecture for Continuous Health Monitoring, Risk Prediction, and Proactive Decision Making</strong> <span style="color:#C09580;">(Best Student Paper award)</span><br><br> 164 <strong>Year: </strong>2024<br> 165 <strong>Authors: </strong><u>Mbithe Nzomo</u> and Deshendran Moodley<br> 166 <strong>Published in: </strong> <a href="https://link.springer.com/book/10.1007/978-3-031-63592-2" target="_blank"><i>AI for Health Equity and Fairness</i></a>, Studies in Computational Intelligence, vol. 1164.<br> 167 <strong>Presented at: </strong><a href="https://w3phiai2024.w3phi.com/index.html" target="_blank">8th AAAI International Workshop on âHealth Intelligence (W3PHIAI-24)</a>; 26th to 27th February 2024; Vancouver, Canada. 168 </p> 169 <a target="_blank" href="https://doi.org/10.1007/978-3-031-63592-2_20" class="btn btn-styled">Publisher</a> 170 <a target="_blank" href="/assets/files/Nzomo and Moodley - A Semantic Architecture for Continuous Health Monitoring, Risk Prediction, and Proactive Decision Making.pdf" class="btn btn-styled">PDF</a> 171 <hr> 172 <p> 173 <strong>A Hybrid AI Framework for Sensor-Based Personal Health Monitoring towards Precision Health</strong> (Extended Abstract)<br><br> 174 <strong>Year: </strong>2024<br> 175 <strong>Author: </strong><u>Mbithe Nzomo</u><br> 176 <strong>Published in: </strong> <a href="https://ojs.aaai.org/index.php/AAAI/issue/view/596" target="_blank">Proceedings of the 38th AAAI Conference on Artificial Intelligence</a>, vol. 38, no. 21: IAAI-24, EAAI-24, AAAI-24 Student Abstracts, Undergraduate Consortium and Demonstrations.</a> <br> 177 <strong>Presented at: </strong><a href="https://aaai.org/aaai-24-conference/dc-24-program/" target="_blank">The Doctoral Consortium at AAAI 2024</a>; 21st February 2024; Vancouver, Canada. 178 </p> 179 <a target="_blank" href="https://ojs.aaai.org/index.php/AAAI/issue/view/596" class="btn btn-styled">Publisher</a> 180 <a target="_blank" href="/assets/files/Nzomo - A Hybrid AI Framework for Sensor-Based Personal Health Monitoring towards Precision Health.pdf" class="btn btn-styled">PDF</a> 181 <hr> 182 <p> 183 <strong>A Personal Health Agent for Decision Support in Arrhythmia Diagnosis</strong><br><br> 184 <strong>Year: </strong>2023<br> 185 <strong>Authors: </strong>Tezira Wanyana, <u>Mbithe Nzomo</u>, C. S. Price, Deshendran Moodley<br> 186 <strong>Published in: </strong><a href="https://link.springer.com/book/10.1007/978-3-031-37496-8" target="_blank"><i>Information and Communication Technologies for Ageing Well and e-Health</i></a>, Communications in Computer and Information Science, vol. 1856.</a><br> 187 <strong>Additional details: </strong>Extended version of the conference paper presented at ICT4AWE 2022. 188 </p> 189 <a target="_blank" href="https://doi.org/10.1007/978-3-031-37496-8_20" class="btn btn-styled">Publisher</a> <a target="_blank" href="https://airu.org.za/wp-content/uploads/2023/07/Wanyana-et-al.-A-Personal-Health-Agent-for-Decision-Support-in-Arrhythmia-Diagnosis.pdf" class="btn btn-styled">PDF</a> 190 <hr> 191 <p> 192 <strong>Combining Machine Learning and Bayesian Networks for ECG Interpretation and Explanation</strong> <span style="color:#C09580;">(Nominated for Best Student Paper award)</span><br><br> 193 <strong>Year: </strong>2022<br> 194 <strong>Authors: </strong>Tezira Wanyana, <u>Mbithe Nzomo</u>, C. S. Price, Deshendran Moodley<br> 195 <strong>Published in: </strong> <a href="https://www.scitepress.org/ProceedingsDetails.aspx?ID=6I1GRGiNyXo=&t=1" target="_blank">Proceedings of the 8th International Conference on Information and Communication Technologies for Ageing Well and e-Health (ICT4AWE)</a><br> 196 <strong>Presented at: </strong><a href="https://ict4awe.scitevents.org/?y=2022" target="_blank">ICT4AWE 2022</a>; 23rd to 25th April 2022; virtual conference. 197 </p> 198 <a target="_blank" href="https://doi.org/10.5220/0011046100003188" class="btn btn-styled">Publisher</a> <a target="_blank" href="https://pubs.cs.uct.ac.za/id/eprint/1527/1/Combining%20Machine%20Learning%20and%20Bayesian%20Networks%20for%20ECG%20Interpretation%20and%20Explanation.pdf" class="btn btn-styled">PDF</a> 199 200 </div> 201 </div> 202</section> 203 204 205 206 </div> 207 208 </div> 209 210 </div> 211 212 <div id="footer"> 213 <!-- Begin Footer 214 ================================================== --> 215 <footer class="footer"> 216 <div class="container"> 217 <div class="row"> 218 <div class="col-md-6 col-sm-6 text-center text-lg-left"> 219 Copyright © 2026 Mbithe Nzomo 220 </div> 221 </div> 222 </div> 223 </footer> 224 <!-- End Footer 225 ================================================== --> 226 </div> 227 228 <!-- Scripts 229 ================================================== --> 230 231
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