| Vol-2689 urn:nbn:de:0074-2689-6 Copyright © 2020 for the individual papers by the papers' authors. Copyright © 2020 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# ACSE 2020
African Conference on Software Engineering 2020

### Proceedings of the 2020 African Conference on Software Engineering (ACSE 2020)

### Nairobi, Kenya, September 16-17, 2020.

Edited by

### Engineer Bainomugisha (Makerere University, Uganda)
Michel Chaudron (Eindhoven University of Technology, The Netherlands)
Regina Hebig (Chalmers | University of Gothenburg, Sweden)

## Table of Contents

- ACSE 2020 Preface
  Engineer Bainomugisha, Michel Chaudron, Regina Hebig

#### Session Software Architecture and Design

- Software Architecture and Software Usability: A Comparison of Data Entry Form Designing Configurable Platforms
  Lawrence Fatsani Byson, Tiwonge Davis Manda
- Comparison of Occurrence of Design Smells in Desktop and Mobile Applications
  Daniel Ogenrwot, Joyce Nakatumba-Nabende, Michel R.V. Chaudron
- Developing Smart Agriculture Applications: Experiences and Lessons Learnt
  Isaac Nyabisa Oteyo, Kennedy Kambona, Jesse Zaman, Wolfgang De Meuter, Elisa Gonzalez Boix

#### Session Code Reviews, Requirements and Data Processing

- Empirical Distribution of Code Reviews in DHIS2 Repositories and the Impact of Code Reviews on the Popularity of DHIS2 Repositories on GitHub
  Leonard Peter Binamungu, Jimmy T Mbelwa
- Integrating Non-Functional Requirements for Marginalized Users in the Design of IoT Systems (short paper)
  Leah Mutanu, Khushi Gupta, Jeet Gohil, Dharmik Karania, Abdi Ali
- Parameter Settings Optimization in MapReduce Big Data processing using the MOPSO Algorithm
  Lennah Etyang, Waweru Mwangi, Lawrence Nderu

#### Session Cloud Applications and E-Learning

- A Cloud-Based Business Continuity for Universities: Issues and Challenges (short paper)
  Sofie Muriithi, Geoffrey Chemwa, George Okeyo
- Context Aware Recommender Systems and Techniques in offering Smart Learning: A Survey and Future work
  Kevin Otieno Gogo, Lawrence Nderu, Stephen Makau Mutua
- A Multi-Feature Fusion Deep Convolutional Network based on A Coarse-Fine Structure for Cloud Detection
  Dorcas Gicuku Mwigereri, Lawrence Nderu, Tobias Mwalili

#### Session Machine Learning in Medical/Health Applications

- Automated Detection of Cervical Pre-Cancerous Lesions Using Regional-Based Convolutional Neural Network
  Stephen Kiptoo, Lawrence Nderu, Leah Mutanu
- A Stacked Ensemble Model based on RUSBoost and a Cost-Sensitive Convolutional Neural Network for Class Imbalance in Big Data Analytics
  Peter Irungu Mwangi, Lawrence Nderu, Dorcas Gicuku Mwigereri
- Tree-based Regressor Ensemble Machine Learning for Covid-19 and Viral Infectious Diseases Daily Global Spread Prediction
  Henry Mutisya Ngie, Lawrence Nderu, Dorcas Gicuku Mwigereri

2020-09-20: submitted by Regina Hebig, metadata incl. bibliographic data published under Creative Commons CC0
2020-09-27: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|