PoSTER SESSION DETAILS
Posters are an interactive and visual way of explaining your work, getting feedback on ideas, and for meeting new people.
- Over the two days, there will be 154 posters presented in total.
- The poster session is an informal event where attendees can walk between all posters and exhibitions. It is useful to think about how you can explain the content of your poster very briefly, so that even those who aren't working in your topic will be able to understand your motivations and learn about a different area.
Poster allocations
Every poster will be presented on either Monday or Tuesday. Find your allocation below.
Monday Poster Presentations
- Abbott Nature inspired swarm robotics algorithms for prioritized foraging
- Adebanjo Feature extraction of hyperspectral images
- Ajoodha Computationally tracking direct influence in observational data
- Atemkeng Radio interferometric point spread function morphological distortion: where and why?
- Bessinger An integrated coastal map of South Africa
- Biyela -
- Briers River flow routing using machine learning
- Chiundidza Big data deep learning as an alternative for measurement of socioeconomic indicators in developing countries
- Collins Active learning and system identification in accelerated destructive degradation
- Conway Augmenting word embeddings using knowledge base data extracted from Wikipedia
- Cullinan Agent oriented deep learning
- Currin Computational neuroscience: the brain on AI
- De Carvalho Sales forecasting with multivariate linear regression
- de Lange Plant disease recognition
- du Plooy Applying named entity recognition on the dictionary of Southern African place names
- Düsterwald A computational model reveals the roles of impermeant anions and transporters in neuronal Cl- homeostasis
- Earle Hierarchy through composition with LMDPs
- Faustine Hybrid HMM-deep learning models for low-sampling energy disaggregation problem
- Fick Global, curve-sensitive features for offline signature verification
- Gerrand Deep learning for paediatric chest X-ray screening
- Gilani Generative adversarial networks for natural dialogue generation
- Gilbert NLG for isiZulu sentences using n-grams
- Gobonamang Intelligent DNA sub sequence repeats identification algorithm
- Hamed -
- Henha Eyono Authentication using keystroke dynamics
- Hosenie Source classification in deep radio surveys using machine learning techniques
- James Learning portable symbols for high-level planning
- Jeewa Cryptographically secure pseudo-random number generators using artificial neural networks
- Khan Neural network training optimization through reinforcement learning
- Khumalo Learning context for a deep recurrent neural network language model
- Khumalo Facial recognition
- Lala Unraveling the contribution of image captioning and neural machine translation for multimodal machine translation
- Lebese Stock market prediction using artificial neural networks and support vector machines
- Liu Increasing the trading prediction by mining aggregated human texting messages
- Mabaso Spot detection in microscopy images using convolutional neural network
- Malete -
- Malobola Intelligent process automation
- Marais CNNs for multi-label classification
- Marom -
- Masakuna Tackling inconsistency In classifier fusion
- Maselesele Having vs clustering algorithms for non stationary data streams
- McCoy Machine learning applications in minerals processing
- Meyer Applying word embedding techniques to medical data
- Mmopelwa Big data application on investment portfolio management and returns prediction
- Mpondo Comparison of trend for segments of time series data
- Msomi Data driven approach to business
- Mthwecu Stochastic games
- Müller Compound landmarks for stereo-vision SLAM
- Mvelase Security surveillance deep learning solutions
- Nekhumbe Breast cancer lesion detection and segmentation using machine learning techniques
- Nekoto An African digital colonial museum: using deep learning, evolutionary psychology and big data tools towards a social transformation/cultural appreciation
- Nemasisi Event detection on social media streams
- Newman Video classification using memory augmented networks
- Ngejane Mitigating cyber-crime and child grooming on social media using deep learning
- Nimo Analysis of galaxy kinematics, dynamics and evolution
- Nogwanya Feasibility of nuclear plasma interaction studies with the activation techniques
- Oluyide Unusual event detection in surveillance videos using deep learning
- Perlow Towards a recycling agent using novel material recognition
- Peters Optimal image facetting for direction dependent effects
- Pise Facial image analysis for e-learning
- Rajohnson The role of dust in star formation
- Raseonyana Producing an optimal examination timetable for the University of Botswana
- Rens Incorporating learning into an agent's stochastic knowledge management framework
- Roy Speech emotion recognition
- Rozanova Deep learning in NLP
- Seedat Quadcopter control
- Sejeso -
- Setlhake Deep learning in multi-spectral image classification
- Shabalala Violence detection and characterization in surveillance videos
- Sooknunan Optical/radio transient classification with machine learning
- Thompson The use of contour integrals for error estimation in Gauss quadrature
- Torpey Human action recognition using recurrent neural networks
- Toussaint A knowledge-centric approach to modelling dynamic customer segmentation in domestic load research
- van der Walt Are the mysterious dryland "Fairy Circles" the result of microbial phytopathogenesis?
- Vos Machine learning in astronomy
- Woodford The concurrent development of neural network based simulators and controllers in the evolutionary robotics process
- Zangwa Development of an algorithm for automatic segmentation of foliage images from uncontrolled environment
Tuesday Poster Presentations
- Alhassan Radio sources classification with machine learning techniques
- Amima Applications of machine learning to identify differently expressed genes in breast cancer patients
- Angulu Hierarchical age estimation using facial features
- Aniyan Deep learning for radio astronomy
- Arthur Thermal hydraulics and transient analysis of a nuclear research reactor using CFD code
- Ayami Improving facial recognition algorithms with an application to DUT security
- Bayana Gender classification based on feature fusion
- Bester Model-based reinforcement learning with parameterised action spaces
- Booyse Recurrent neural networks for asset failure prediction
- Breytenbach On the use of neural networks for classifying time series
- Chibuye Low-resource language speech recognition using cross-language phoneme mapping
- Chingozha Stabilisability preserving abstractions of control systems
- Chougrad A deep learning framework for breast cancer screening
- Daud Disability, brain control and ML
- de Wet Automatic recognition of code-switched South African speech
- du Toit A comparative evaluation and analysis of open-source part-of-speech taggers for under resourced official South African languages
- Dufourq Deep neural network architecture optimisation
- Egbelowo -
- El Bouchefry Astrophysical machine learning software: an overview
- Gouaya Face recognition using HOSVD
- Grunow Full 3+1 dimensional simulation of the Boltzmann equation in the context of heavy ion collisions
- Gueorguiev ASTCVS: a cognitive vision system for astronomical phenomenon classification
- Hasani Learning and modeling analog behavior
- Hooper Acting under partial information in virtual worlds
- Ikram Using deep learning with community detection to solve the cold start problem in recommender systems
- Jain -
- Josias Identifying vein intersections in Tsetse fly wing images
- Keivani Tracking moving objects in dynamic scenes
- Kekere Incremental learning for big data
- Khoza A spiking neural network approach to natural language processing
- Knowles GMRT diffuse radio emission cluster survey
- Kohlakala Human ear recognition based on global features
- Lai Hong Adaptive knowledge injection for Monte Carlo tree search
- Lambo Deep reinforcement learning for games of perfect information
- Makati Semi-automated detectable life band
- Manabe African Solutions to Meet SDG 7: Affordable and Clean Energy
- Marumo Data analytic framework for radio astronomy: hierarchical artifact detection (HArD)
- Maseko Optimized path planning and path tracking for autonomous vehicles with a constrained turning rate
- Mbonda Tiekwe -
- Modupe -
- Moiloa Segmentation of low contrast time based neural fluorescence images
- Mokoena Anomaly explanations
- Moodley -
- Mostert Calibration of stochastic processes using neural networks
- Motsoehli Use of spark streaming and gradient boosting to identify application fraud in the retail space in realtime
- Mpipi Predicting students performance using machine learning
- Mtetwa Brain MRI structure segementation
- Muleya Multiscale modeling TB transmission dynamics
- Mvubu Financial market time series prediction with Long Short Term Memory (LSTM's)
- Ndlovu Stereo image and 3D point cloud mapping and localisation for self-driving cars in outdoor unstructured environments
- Newman Classifying sleep stages from wearable data
- Nguyen Learning to rank from clicks: a probabilistic model for separating relevance from positional bias in search logs
- Niit Applications of reinforcement learning to psychiatric disorders
- Nyambal Automatic parking space detection based on convolutional neural networks and support vector machines
- Ofosu Mensah Investigating relationship between expressed cancer related genes and patient survival
- Okouma A new deterministic scheme for characterizing the organization of (large) prime numbers
- Oldewage Particle swarm optimization in high dimensional spaces
- Perez Supporting the fight against human trafficking
- Pretorius Learning dynamics of neural networks in reinforcement learning
- Radulescu Whole body locomotion planning for quadrupedal systems
- Rajaram Generative adversarial networks
- Ranchod Skill discovery in reinforcement learning
- Rapheeha Artificial neural network
- Rice Discrete mathematics intelligent tutoring system using Bayesian networks
- Schuld Machine learning on quantum computers
- Sefala 3D convolutions for action recognition
- Sihlangu Cognitive MeerKat
- Sithole Big data and loT
- Steyn Short-term stream flow forecasting at Australian river sites using data-driven regression techniques
- Takong Investigating rainfall spatial variability over the Drakensberg Mountain Range using artificial neural networks
- Tavakoli Deep reinforcement learning for robot learning
- Umuhire Development of a post-processing technique for a quantum key distribution system
- van Biljon The creation of intelligent agents with machine learning
- van Niekerk Direct sampling using the discrete pulse transform
- van Niekerk Online constrained model-based reinforcement learning
- Zitha Fine-tuning radio calibration using machine learning methods
- Zwane Robot multi-tasking using deep reinforcement learning from raw RGBDT data (T for tactile sensor data)
Poster Preparation and Prizes
Prizes!
We want everyone to have fun at these events, but also to encourage people to do their best work. The best posters will receive prizes for their efforts. We have these prizes, and a few other secret prizes to be awarded on the final night to those posters and presenters that have shined.
We have 3 GPUs to give away as prizes courtesy of the NVIDIA GPU Grant programme.
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These titles are up as prizes. You can buy your own (with a 20% discount) by clicking on the images to get them from CUP or with this link.
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We also several copies of these books from The MIT Press available as prizes. Yo can get your own copy from MIT press online.
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If there is anything we can clarify, please reach out to us at: [email protected]