Antoine B. Bagula

Orcid: 0000-0003-0774-5251

Affiliations:
  • University of the Western Cape, Department of Computer Science, ISAT Laboratory, Cape Town, South Africa
  • University of Cape Town, South Africa (former)
  • KTH Royal Institute of Technology, Stockholm, Sweden (PhD)
  • University of Stellenbosch, South Africa


According to our database1, Antoine B. Bagula authored at least 153 papers between 2001 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2024
Building Complex Augmented Reality User Manuals: Dynamic Modular Assembly on Demand.
IEEE Commun. Stand. Mag., March, 2024

Smart Cities and Villages: Concept Review and Implementation Perspectives in Developing Cities.
CoRR, 2024

Federated Learning-Based Solution for DDoS Detection in SDN.
Proceedings of the International Conference on Computing, Networking and Communications, 2024

2023
FedFaSt: Selective Federated Learning Using Fittest Parameters Aggregation and Slotted Clients Training.
Proceedings of the IEEE Global Communications Conference, 2023

2022
Dataset for Assessing Water Quality for Drinking and Irrigation Purposes using Machine Learning Models.
Dataset, July, 2022

A Novel Epidemic Model for the Interference Spread in the Internet of Things.
Inf., 2022

WaterNet: A Network for Monitoring and Assessing Water Quality for Drinking and Irrigation Purposes.
IEEE Access, 2022

A Framework for the Design, Implementation and Evaluation of a Multi-Variant Augmented Reality Application.
Proceedings of the 2022 ITU Kaleidoscope- Extended reality, 2022

Autonomous Threat Detection and Response for Self-Protected Networks.
Proceedings of the Conference on Information Communications Technology and Society, 2022

Assessing the Impact of Noise Pollution on Real Estate Prices using Smart Phones.
Proceedings of the Conference on Information Communications Technology and Society, 2022

A Review of Federated Learning: Algorithms, Frameworks and Applications.
Proceedings of the Towards new e-Infrastructure and e-Services for Developing Countries, 2022

Modelling DDoS Attacks in IoT Networks Using Machine Learning.
Proceedings of the Emerging Technologies for Developing Countries, 2022

Archiving 4.0: Dataset Generation and Facial Recognition of DRC Political Figures Using Machine Learning.
Proceedings of the Emerging Technologies for Developing Countries, 2022

A Comparison of Publish-Subscribe and Client-Server Models for Streaming IoT Telemetry Data.
Proceedings of the Emerging Technologies for Developing Countries, 2022

2021
Emotion and Stress Recognition Related Sensors and Machine Learning Technologies.
Sensors, 2021

Intelligent Transportation Related Complex Systems and Sensors.
Sensors, 2021

Cyber Physical Systems Dependability Using CPS-IOT Monitoring.
Sensors, 2021

Modelling DDoS Attacks in IoT Networks using Machine Learning.
CoRR, 2021

Environment 4.0: An IoT-Based Pollution Monitoring Model.
Proceedings of the e-Infrastructure and e-Services for Developing Countries, 2021

Trading 4.0: An Online Peer-to-Peer Money Lending Platform.
Proceedings of the e-Infrastructure and e-Services for Developing Countries, 2021

2020
Series mining for public safety advancement in emerging smart cities.
Future Gener. Comput. Syst., 2020

Groundwater Prediction Using Machine-Learning Tools.
Algorithms, 2020

Africa 3: A Continental Network Model to Enable the African Fourth Industrial Revolution.
IEEE Access, 2020

Efficient Airborne Network Clustering for 5G Backhauling and Fronthauling.
Proceedings of the 16th International Conference on Wireless and Mobile Computing, 2020

Self-Guided Virtual Tour Using Augmented Reality.
Proceedings of the 2020 ITU Kaleidoscope: Industry-Driven Digital Transformation, 2020

Predictive Models for Mitigating COVID-19 Outbreak.
Proceedings of the IEEE Symposium on Computers and Communications, 2020

Priority Based Traffic Pre-emption System for Medical Emergency Vehicles in Smart Cities.
Proceedings of the IEEE Symposium on Computers and Communications, 2020

Modelling and analysis of interference diffusion in the internet of things: an epidemic model.
Proceedings of the Conference on Information Communications Technology and Society, 2020

A Novel Management Model for Dynamic Sensor Networks Using Diffusion Sets.
Proceedings of the Conference on Information Communications Technology and Society, 2020

A Formal and Efficient Routing Model for Persistent Traffics in the Internet of Things.
Proceedings of the Conference on Information Communications Technology and Society, 2020

Statistical Properties and Modelling of DDoS Attacks.
Proceedings of the Context-Aware Systems and Applications, and Nature of Computation and Communication, 2020

Aiming at QoS: A Modified DE Algorithm for Task Allocation in Cloud Computing.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

Predictive Policing Using Deep Learning: A Community Policing Practical Case Study.
Proceedings of the Towards new e-Infrastructure and e-Services for Developing Countries, 2020

Least Cost Remote Learning for Under-Served Communities.
Proceedings of the Towards new e-Infrastructure and e-Services for Developing Countries, 2020

2019
Clustered Data Muling in the Internet of Things in Motion.
Sensors, 2019

An IoT-Based Fog Computing Model.
Sensors, 2019

Improving Quality-of-Service in Cloud/Fog Computing through Efficient Resource Allocation.
Sensors, 2019

How to Develop IoT Cloud e-Health Systems Based on FIWARE: A Lesson Learnt.
J. Sens. Actuator Networks, 2019

Emerging Networked Computer Applications for Telemedicine.
J. Netw. Comput. Appl., 2019

Real-time data muling using a team of heterogeneous unmanned aerial vehicles.
CoRR, 2019

Cyber Physical Systems (CPS) Surveillance Using An Epidemic Model.
CoRR, 2019

Quality of Service (QoS) Modelling in Federated Cloud Computing.
CoRR, 2019

Fourth Industrial Revolution for Development: The Relevance of Cloud Federation in Healthcare Support.
IEEE Access, 2019

An Optimal Spectrum Allocation Strategy for Dynamic Spectrum Markets.
Proceedings of the 2019 International Conference on Wireless and Mobile Computing, 2019

An Optimal Spectrum Allocation Strategy for Dynamic Spectrum Markets.
Proceedings of the 2019 IEEE Wireless Communications and Networking Conference Workshop, 2019

Design of a Credible Blockchain-Based E-Health Records (CB-EHRS) Platform.
Proceedings of the 2019 ITU Kaleidoscope: ICT for Health: Networks, 2019

Community Healthcare Mesh Network Engineering in White Space Frequencies.
Proceedings of the 2019 ITU Kaleidoscope: ICT for Health: Networks, 2019

Laws and Regulations on Big Data Management: The Case of South Africa.
Proceedings of the e-Infrastructure and e-Services for Developing Countries, 2019

Big Data Processing Using Hadoop and Spark: The Case of Meteorology Data.
Proceedings of the e-Infrastructure and e-Services for Developing Countries, 2019

On the Relevance of Using Multi-layered Security in the Opportunistic Internet-of-Things.
Proceedings of the e-Infrastructure and e-Services for Developing Countries, 2019

Effective Management of Delays at Road Intersections Using Smart Traffic Light System.
Proceedings of the e-Infrastructure and e-Services for Developing Countries, 2019

2018
Internet-Of-Things in Motion: A UAV Coalition Model for Remote Sensing in Smart Cities.
Sensors, 2018

A framework for healthcare support in the rural and low income areas of the developing world.
J. Netw. Comput. Appl., 2018

Optimal Clustering for Efficient Data Muling in the Internet-of-Things in Motion.
Proceedings of the Ubiquitous Networking - 4th International Symposium, 2018

Generating Dubins Path for Fixed Wing UAVs in Search Missions.
Proceedings of the Ubiquitous Networking - 4th International Symposium, 2018

Modelling Cloud Federation: A Fair Profit Distribution Strategy Using the Shapley Value.
Proceedings of the 6th IEEE International Conference on Future Internet of Things and Cloud, 2018

The Quest for White Spaces in the Democratic Republic of Congo.
Proceedings of the e-Infrastructure and e-Services for Developing Countries, 2018

Cyber-Healthcare Kiosks for Healthcare Support in Developing Countries.
Proceedings of the e-Infrastructure and e-Services for Developing Countries, 2018

Data Model for Cloud Computing Environment.
Proceedings of the e-Infrastructure and e-Services for Developing Countries, 2018

2017
Bringing 5G into Rural and Low-Income Areas: Is It Feasible?
IEEE Commun. Stand. Mag., 2017

Fostering smart city development in developing nations: A crime series data analytics approach.
Proceedings of the 2017 ITU Kaleidoscope: Challenges for a Data-Driven Society, 2017

Connecting the unconnected 10% of New Zealanders by 2025: Is a MahiTahi approach possible?
Proceedings of the 27th International Telecommunication Networks and Applications Conference, 2017

Cooperative data muling from ground sensors to base stations using UAVs.
Proceedings of the 2017 IEEE Symposium on Computers and Communications, 2017

Cyber-healthcare cloud computing interoperability using the HL7-CDA standard.
Proceedings of the 2017 IEEE Symposium on Computers and Communications, 2017

Optimization of virtual resources allocation in cloud computing environment.
Proceedings of the IEEE AFRICON 2017, Cape Town, South Africa, September 18-20, 2017, 2017

2016
Service-Aware Clustering: An Energy-Efficient Model for the Internet-of-Things.
Sensors, 2016

Systematic Analysis of Geo-Location and Spectrum Sensing as Access Methods to TV White Space.
J. ICT Stand., 2016

Improving Spectrum Sensing as a Method for White Space Identification through Design Principles.
J. ICT Stand., 2016

Internet of Things in Motion: A Cooperative Data Muling Model Under Revisit Constraints.
Proceedings of the 2016 Intl IEEE Conferences on Ubiquitous Intelligence & Computing, 2016

Internet-of-Things in Motion: A Cooperative Data Muling Model for Public Safety.
Proceedings of the 2016 Intl IEEE Conferences on Ubiquitous Intelligence & Computing, 2016

A cloud of UAVs for the Delivery of a Sink As A Service to Terrestrial WSNs.
Proceedings of the 14th International Conference on Advances in Mobile Computing and Multi Media, 2016

Cloud based patient prioritization as service in public health care.
Proceedings of the 2016 ITU Kaleidoscope: ICTs for a Sustainable World, 2016

Cyber-healthcare for public healthcare in the developing world.
Proceedings of the IEEE Symposium on Computers and Communication, 2016

Service Provisioning for Lightweight Community Cloud Infrastructures.
Proceedings of the CONF-IRM 2016, 2016

Cooperative sensor-clouds for public safety services in infrastructure-less areas.
Proceedings of the 2016 22nd Asia-Pacific Conference on Communications (APCC), 2016

2015
On the Design of Smart Parking Networks in the Smart Cities: An Optimal Sensor Placement Model.
Sensors, 2015

A Calibration Report for Wireless Sensor-Based Weatherboards.
J. Sens. Actuator Networks, 2015

Networked Wireless Sensors, Active RFID, and Handheld Devices for Modern Car Park Management: WSN, RFID, and Mob Devs for Car Park Management.
Int. J. Handheld Comput. Res., 2015

WHITENET: A white space network for campus connectivity using spectrum sensing design principles.
Proceedings of the 2015 ITU Kaleidoscope: Trust in the Information Society, 2015

A Revised Frequent Pattern Model for Crime Situation Recognition Based on Floor-Ceil Quartile Function.
Proceedings of the Third International Conference on Information Technology and Quantitative Management, 2015

Enhanced centroid localization of wireless sensor nodes using linear and neighbor weighting mechanisms.
Proceedings of the 9th International Conference on Ubiquitous Information Management and Communication, 2015

Using the Cumulative Sum Algorithm Against Distributed Denial of Service Attacks in Internet of Things.
Proceedings of the Context-Aware Systems and Applications - 4th International Conference, 2015

Car park management with networked wireless sensors and active RFID.
Proceedings of the IEEE International Conference on Electro/Information Technology, 2015

Exploring TV White Spaces for Use in Campus Networks.
Proceedings of the e-Infrastructure and e-Services - 7th International Conference, 2015

A Public Safety Wireless Sensor Network: A Visible Light Communication Based Approach.
Proceedings of the e-Infrastructure and e-Services - 7th International Conference, 2015

Healthcare Systems in Rural Areas: A Cloud-Sensor Based Approach for Epidemic Diseases Management.
Proceedings of the e-Infrastructure and e-Services - 7th International Conference, 2015

2014
Optimisation of a TV White Space Broadband Market Model for Rural Entrepreneurs.
J. ICT Stand., 2014

Least Path Interference Beaconing Protocol (LIBP): A Frugal Routing Protocol for The Internet-of-Things.
Proceedings of the Wired/Wireless Internet Communications - 12th International Conference, 2014

Multi-robot Systems: A Cooperative Behaviour and Performance Evaluations for Mine Safety Inspections.
Proceedings of the Southern African Institute for Computer Scientist and Information Technologists Annual Conference 2014, 2014

A non-cooperative TV white space broadband market model for rural entrepreneurs.
Proceedings of the 2014 ITU Kaleidoscope Academic Conference: Living in a converged world, 2014

An Investigation of Scalable Anomaly Detection Techniques for a Large Network of Wi-Fi Hotspots.
Proceedings of the Scalable Information Systems - 5th International Conference, 2014

Quantifying the Effects of Circuitous Routes on the Latency of Intra-Africa Internet Traffic: A Study of Research and Education Networks.
Proceedings of the e-Infrastructure and e-Services for Developing Countries, 2014

A Survey of TV White Space Measurements.
Proceedings of the e-Infrastructure and e-Services for Developing Countries, 2014

2013
An Interactive Mobile Lecturing Model: Enhancing Student Engagement with Face-To-Face Sessions.
Int. J. Mob. Blended Learn., 2013

Successful Deployment of a Wireless Sensor Network for Precision Agriculture in Malawi.
Int. J. Distributed Sens. Networks, 2013

Monitoring Community Clouds: The Lightweight Network Management Protocol.
Proceedings of the 2013 IEEE 10th International Conference on Ubiquitous Intelligence and Computing and 2013 IEEE 10th International Conference on Autonomic and Trusted Computing, 2013

CitiSafe: Adaptive Spatial Pattern Knowledge Using Fp-Growth Algorithm for Crime Situation Recognition.
Proceedings of the 2013 IEEE 10th International Conference on Ubiquitous Intelligence and Computing and 2013 IEEE 10th International Conference on Autonomic and Trusted Computing, 2013

Ubiquitous sensor network management: The least interference beaconing model.
Proceedings of the 24th IEEE Annual International Symposium on Personal, 2013

On the Relevance of Using Interference and Service Differentiation Routing in the Internet-of-Things.
Proceedings of the Internet of Things, Smart Spaces, and Next Generation Networking, 2013

Implementation roadmap for downscaling drought forecasts in Mbeere using ITIKI.
Proceedings of the 2013 ITU Kaleidoscope: Building Sustainable Communities, 2013

A TV white space broadband market model for rural entrepreneurs.
Proceedings of the Global Information Infrastructure Symposium, 2013

Efficient frequent pattern knowledge for crime situation recognition in developing countries.
Proceedings of the Annual Symposium on Computing for Development, 2013

2012
Ubiquitous Sensor Networking for Development (USN4D): An Application to Pollution Monitoring.
Sensors, 2012

Multilayer Traffic Engineering in Interworking Multihop wireless networks.
Netw. Protoc. Algorithms, 2012

On the relevance of using affordable tools for white spaces identification.
Proceedings of the 8th IEEE International Conference on Wireless and Mobile Computing, 2012

A comparative drivability analysis for autonomous robots in underground mines using the entropy and SRM models.
Proceedings of the 2012 South African Institute of Computer Scientists and Information Technologists Conference, 2012

A highly scalable monitoring tool for Wi-Fi networks.
Proceedings of the 1st International IEEE Symposium on Wireless Systems, 2012

The role of ICTs in downscaling and up-scaling integrated weather forecasts for farmers in sub-Saharan Africa.
Proceedings of the Fifth International Conference on Information and Communication Technologies and Development, 2012

From Training to Projects: Wireless Sensor Networks in Africa.
Proceedings of the 2012 IEEE Global Humanitarian Technology Conference, 2012

2011
Framework for link reliability in inter-working multi-hop wireless networks.
Math. Comput. Model., 2011

Preemptive Performance Monitoring of a Large Network of Wi-Fi Hotspots: An Artificial Immune System.
Proceedings of the Wired/Wireless Internet Communications, 2011

Extending the Power of Mobile Phone Using Service Oriented Computing.
Proceedings of the Mobile Wireless Middleware, Operating Systems, and Applications, 2011

SM<sup>2</sup>: Solar monitoring system in Malawi.
Proceedings of the ITU Kaleidoscope 2011: The Fully Networked Human?, 2011

The role of ICTS in quantifying the severity and duration of climatic variations - Kenya's case.
Proceedings of the ITU Kaleidoscope 2011: The Fully Networked Human?, 2011

An Adaptive and Personalized Ubiquitous Learning Middleware Support for Handicapped Learners.
Proceedings of the Eighth International Conference on Information Technology: New Generations, 2011

Traffic engineering framework for inter-working multi-hop wireless networks.
Proceedings of the Workshops Proceedings of the Global Communications Conference, 2011

Monitoring of a Large Wi-Fi Hotspots Network: Performance Investigation of Soft Computing Techniques.
Proceedings of the Bio-Inspired Models of Networks, Information, and Computing Systems, 2011

A Comparative Evaluation of Business Intelligence Technologies with Application to Product Profiling.
Proceedings of the Bio-Inspired Models of Networks, Information, and Computing Systems, 2011

An energy-efficient routing protocol for Hybrid-RFID Sensor Network.
Proceedings of the AFRICON 2011, 2011

2010
On the Relevance of Using Bayesian Belief Networks in Wireless Sensor Networks Situation Recognition.
Sensors, 2010

Design of a flexible and robust gateway to collect sensor data in intermittent power environments.
Int. J. Sens. Networks, 2010

Modelling and Implementation of QoS in Wireless Sensor Networks: A Multiconstrained Traffic Engineering Model.
EURASIP J. Wirel. Commun. Netw., 2010

Experimental evaluation of interference mitigation on the 2.4 GHz ISM band using channel hopping.
Proceedings of the 3rd IFIP Wireless Days Conference 2010, 2010

A Model for Interference on Links in Inter-working Multi-hop Wireless Networks.
Proceedings of the Advances in Computer Science and Information Technology, 2010

A framework for predicting droughts in developing countries using sensor networks and mobile phones.
Proceedings of the 2010 Annual Conference of the South African Institute of Computer Scientists and Information Technologists, 2010

Long distance wireless sensor networks: simulation vs reality.
Proceedings of the 4th ACM Workshop on Networked Systems for Developing Regions, 2010

A Framework for Connectivity in Inter-working Multi-hop Wireless Networks.
Proceedings of the Smart Spaces and Next Generation Wired/Wireless Networking, 2010

Personalised handoff decision for seamless roaming in next generation of wireless networks.
Proceedings of the 6th International Conference on Network and Service Management, 2010

MobiGrid: A middleware for integrating mobile phone and grid computing.
Proceedings of the 6th International Conference on Network and Service Management, 2010

Planning and Deploying Long Distance Wireless Sensor Networks: The Integration of Simulation and Experimentation.
Proceedings of the Ad-Hoc, Mobile and Wireless Networks, 9th International Conference, 2010

2009
On the Relevance of Using OpenWireless Sensor Networks in Environment Monitoring.
Sensors, 2009

Improving the Resilience of Emerging Generation GMPLS Networks.
JOCN, 2009

Context-aware handoff decision for wireless access networks using Bayesian networks.
Proceedings of the 2009 Annual Conference of the South African Institute of Computer Scientists and Information Technologists, 2009

On the relevance of open wireless sensors for NGN.
Proceedings of the ITU Kaleidoscope 2009: Innovations for Digital Inclusions, Mar del Plata, Argentina, August 31, 2009

On the Design of a Water Quality Wireless Sensor Network (WQWSN): An Application to Water Quality Monitoring in Malawi.
Proceedings of the ICPPW 2009, 2009

Link and Route Availability for Inter-working Multi-hop Wireless Networks.
Proceedings of the ICPPW 2009, 2009

Design of a Flexible and Reliable Gateway to Collect Sensor Data in Intermittent Power Environments.
Proceedings of the 18th International Conference on Computer Communications and Networks, 2009

Emergent Future Situation Awareness: A Temporal Probabilistic Reasoning in the Absence of Domain Experts.
Proceedings of the Adaptive and Natural Computing Algorithms, 9th International Conference, 2009

Supporting Scalable Bayesian Networks Using Configurable Discretizer Actuators.
Proceedings of the Adaptive and Natural Computing Algorithms, 9th International Conference, 2009

Aligning the Software Project Selection Process with the Business Strategy: A Pilot Study.
Proceedings of the Advances in Software Engineering, 2009

Business Viability Assessment of Potential Software Projects: An Empirical Study with the CASSE Framework.
Proceedings of the Advances in Software Engineering, 2009

2008
Energy Constrained Multipath Routing in Wireless Sensor Networks.
Proceedings of the Ubiquitous Intelligence and Computing, 5th International Conference, 2008

Experimental evaluation of temporal and energy characteristics of an outdoor sensor network.
Proceedings of the 5th International Conference on Mobile Technology, 2008

Multi-layer Resource Optimization and QoS Guarantee for Inter-working Wireless Networks.
Proceedings of the 2008 Third International Conference on Broadband Communications, 2008

2007
On Achieveing Bandwidth-Aware LSP-lambda-SP Multiplexing/Separation in Multi-layer Networks.
IEEE J. Sel. Areas Commun., 2007

2006
Hybrid routing in next generation IP networks.
Comput. Commun., 2006

Traffic Engineering Next Generation IP Networks Using Gene Expression Programming.
Proceedings of the Management of Integrated End-to-End Communications and Services, 2006

2005
Hybrid traffic engineering : from Constraint Shortest Path First to Least Path Interference.
South Afr. Comput. J., 2005

Hybrid IGP+MPLS Routing in Next Generation IP Networks: An Online Traffic Engineering Model.
Proceedings of the Quality of Service in Multiservice IP Networks, 2005

On the Relevance of Using Gene Expression Programming in Destination-Based Traffic Engineering.
Proceedings of the Computational Intelligence and Security, International Conference, 2005

2004
Online Traffic Engineering: A Hybrid IGP+MPLS Routing Approach.
Proceedings of the Quality of Service in the Emerging Networking Panorama: Fifth International Workshop on Quality of Future Internet Services, 2004

Online traffic engineering: the least interference optimization algorithm.
Proceedings of IEEE International Conference on Communications, 2004

2001
Traffic Engineering Label Switched Paths in IP Networks using a Pre-Planned Flow Optimization Model.
Proceedings of the 9th International Workshop on Modeling, 2001


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