Machine Learning Machine learning is the science of getting computers to act without being explicitly programmed. - from the Stanford online course on Machine Learning, by Andrew Ng Machine Learning is a scientific discipline that is concerned with the design and development of algorithms that allow computers to change behavior based on data, such as from sensor data or databases. A major focus of machine learning research is to automatically learn to recognize complex patterns and make intelligent decisions based on data. - from http://en.wikipedia.org/wiki/Machine_learning The Machine Learning Research Group (MLRG) aims to do research in formal aspects of computer science, with the main focus being on Machine Learning. |
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PublicationsThis page is not necessarily up to date. JOURNAL PUBLICATION/SR.O. Adetunji ; M.A. Strydom ; M.E. Herselman ; A. Botha (2022) Augmented Reality Technology: A Systematic Review On Gaming Strategy For Medication Adherence Studies in Computational Intelligence (1061) pp 47-66 Zimudzi, E.; SANDEID; Rollings, N ; Omlin, C (2021) Remote Sensing Of Mangroves Using Unmanned Aerial Vehicles: Current State And Future Directions Journal of Spatial Science (66) 2 pp 195-212 Okuboyejo, O.Y.; Ewert, S. ; SANDEID (2021) Goofs In The Class: Students' Errors And Misconceptions When Learning Regular Expressions Communications in Computer and Information Science pp In preparation Pise, A ; Vadapalli, H ; SANDEID (2021) Relational Reasoning Using Neural Networks: A Survey International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems (-) - pp Accepted for publication Malusi Sibiya; Mbuyu Sumbwanyambe (2021) Automatic Fuzzy Logic-based Maize Common Rust Disease Severity Predictions With Thresholding And Deep Learning Agri Engineering (10) 2 pp 131 PILKICL; Pretorius, L. (2020) A Connectivist View Of A Research Methodology Semantic Wiki Communications in Computer and Information Science (1136) pp 131–146 Pise, A ; Vadapalli, H ; SANDEID (2020) Facial Emotion Recognition Using Temporal Relational Network: An Application To E-learning Multimedia Tools and Applications pp Published online Thangeda, AR; COLEMA (2020) Information Security Risk Analysis Methods For Healthcare Systems International Journal of Engineering and Advanced Technology (IJEAT) (Volume-10 ) 1 pp 170 -177 (SCOPUS) Obeng, Y; COLEMA (2020) Evaluating The Effects And Outcome Of Technological Innovation On A Web-based E-learning System Cogent Education (Taylor and Francis Inc.) (7) 1 pp 1-27 ( Scopus) Jingili, N ; Ewert, S. ; SANDEID (2020) Syntactic Generation Of Similar Pictures Advances in Intelligent Systems and Computing (947) pp 153-180 E Zimudzi ; SANDEID; N Rollings ; C Omlin (2019) Segmenting Mangrove Ecosystems Drone Images Using Slic Superpixels Geocarto International (34) 14 pp 1648–1662 Ewert, S ; Jingili, N ; Mpota, L ; SANDEID (2019) Bag Context Picture Grammars Journal of Computer Languages (51) pp 214-221 PILKICL; Pretorius, L. (2019) Learning With The Semantic Web: The Case Of A Research Methodology Semantic Wiki Lecture Notes in Computer Science (11937) pp 449–458 Malusi Sibiya; Mbuyu Sumbwanyambe (2019) A Computational Procedure For The Recognition And Classification Of Maize Leaf Diseases Out Of Healthy Leaves Using Convolutional Neural Networks Agri Engineering pp 119-131 Malusi Sibiya; Mbuyu Sumbwanyambe (2019) A Computational Procedure For The Recognition And Classification Of Maize Leaf Diseases Out Of Healthy Leaves Using Convolutional Neural Networks Agri Engineering (1) 1 pp 119-131 Malusi Sibiya; Mbuyu Sumbwanyambe (2019) An Algorithm For Severity Estimation Of Plant Leaf Diseases By The Use Of Colour Threshold Image Segmentation And Fuzzy Logic Inference: A Proposed Algorithm To Update A “leaf Doctor” Application Agri Engineering (1) 2 pp 205-219 Malusi Sibiya; Mbuyu Sumbwanyambe (2019) An Algorithm For Severity Estimation Of Plant Leaf Diseases By The Use Of Colour Threshold Image Segmentation And Fuzzy Logic Inference: A Proposed Algorithm To Update A “leaf Doctor” Application Agri Engineering (1) 2 pp 205-219 Vallabhapurapu, S; L.D. Varma Sangani; M. Ghanashyam Krishna; C. Tu; ; A. Srinivasan (2018-Published) Resistive Switching Behaviour In Pmma/al:zno Acta physica polonica A (134) 1 pp 68-70 Chengetanai G.; OSUNMIO (2018) Quacs: Routing Data Packets In Ad Hoc Networks On Buffer-constrained Load Balancing Conditions During Emergency Rescue Crisis Wireless Personal Communications Journal, Springer International Publishers USA, (ISI journal) (99) 3 pp 1345-1375 PILKICL (2018) A Playful Approach To Fostering Motivation In A Distance Education Computer Programming Course: Behaviour Change And Student Perceptions International Review of Research in Open and Distributed Learning (IRRODL) (19) 3 pp 282-298 Sreedevi vallabhapurapu; Ashwini Rohom; N. B.Chaure; C. Tu; ; A.Srinivasan (2018) Hopping Conductivity-mediated O-shaped Memory Behaviour Applied Physics A (2018) : (124) pp 639 Jakovljevic, M ; Zupan, J ; COLEMA (2018) Model Of Incentive System For Employees: A Case Of A Manufacturing Company In Croatia’ South African Journal of Business Management (SAJBM) (49,) 1 pp 1-10 (DHET) Furusa, SS ; COLEMA (2018) A Strategic Framework For Effective Utilisation Of Ehealth Tools By Medical Doctors In Zimbabwe’s Public Hospitals Indian Journal of Public Health Research & Development (IJPHRD), (9) 8 pp 285-289 COLEMA (2018) Message-based Interaction (mbi) Mobile Phone Platform To Expedite Counselling And Education To Hiv Patients In Developing Countries Indian Journal of Public Health Research & Development (IJPHRD) (9) 10 pp 250-255 (SCOPUS) ACCREDITED Jakovljevic, M ; Sommerfeld, H. ; COLEMA (2018) The Use Of Support Vector Machines When Designing A User-defined Niche Search Engine . Journal of Information and Organizational Science (JIOS)-SCOPUS (42) 1 pp 87-109 COLEMA (2018) Developing A Hospital Electronic Death Record And Storage System For Deceased Patients In Developing Countries . Indian Journal of Public Health Research & Development (IJPHRD) (9) 10 pp 351- 356 WJ van Staden; van der Poel, E (2017) Using Automated Keyword Extraction To Facilitate Team Discovery In A Digital Forensic Investigation Of Electronic Communication SAIEE Africa Research Journal (108) 2 pp 45-55 Alani AY; OSUNMIO (2017) Short-term Multiple Forecasting Of Electric Energy Loads For Sustainable Demand Planning In Smart Grids For Smart Homes Sustainability journal, Special Issue in Wind Energy, Load and Price Forecasting towards Sustainability, (ISI journal) (9) (11) pp 1972 L.D. Varma Sangani; M. Ghanashyam Krishna; J. Das; C. Tu; ; srinivasan Resistive Switching Behaviour In Pmma/al:zno Composite Films Acta Physica Polonica A (Accepted, to be published) PEER REVIEWED CONFERENCE PROCEEDING PUBLICATION/S Thomas, A (2023) A Consolidated Catalogue Of Question Types For Programming Courses SACLA 2023 Muldersdrift, Gauteng Communications in Computer and Information Science, Springer pp 119-133 van Biljon, J A; van der Poel, E; Malesela Motlhape; Hulisani Mafune (2023) Identifying Research Topics In Explainable Artificial Intelligence (xai): The Value Add Of Natural Language Processing Techniques icARTi 2023 Mauritius van Biljon, J A; van der Poel, E; Tawanda Chiyangwa (2023) Identifying Research Topics In Human-computer Interaction For Development: What Value Can Natural Language Processing Techniques Add? Intelligent Systems Conference (IntelliSys) 2023 Amsterdam, Netherlands Thomas, A (2023) Investigations Into Chatgpt Using First-level Programming Mcqs 4th International Conference on Teaching, Assessment and Learning in the Digital Age Cape Town digiTAL2K pp 24-38 TJ Ramabu ; SANDEID; SCHOEMA (2021) Teaching And Learning Cs1 With An Assist Of Manipulatives IST-Africa Dude, SS ; SANDEID; Marange, BK (2021) A Low Cost Application For Diagnosing Cotton Plant And Leaf Diseases Using Convolutional Neural Networks International Conference on Science, Engineering & Technology (ICSTE-21) Malaysia (and virtual) pp Accepted for publication (2021) Evaluation Of Visual Syntax Specification Techniques: A Study Of Owl International Conference on Artificial Intelligence, Big Data, Computing and Data Communication Systems (icABCD 2021) Online IEEE LEHONS; van Biljon, J A; SANDEID (2019) Open-distance Electronic Learning Environments: Supervisors’ Views On Usability The ICT and Society Conference (ICTAS2019) Durban pp Paper 26; Electronic publication Thomas, A; Aurona J. Gerber ; Alta van der Merwe (2019) A Conceptual Framework Of Research On Visual Language Specification Languages Advances in Big Data, Computing and Data Communication Systems Drakensberg, South Africa C. U. Aigbekaen; Vallabhapurapu, S; I. O. Osunmakinde (2019) Reram Memory Based On Dropcast Pva Nano Composite Open innovation conference cape town 978-1-7281-3464-2/IEEE pp 196-198 A. T. Fabiyi; Vallabhapurapu, S; I. O. Osunmakinde (2019) Biodegradable Reram Based On Chitosan For Nonvolatile Memory Application 2019 open innovation conference Capetown, South Africa IEEE pp 211-215. O. A. Olawumi; Vallabhapurapu, S; I. O. Osunmakinde (2019) Reram Memory Cells Based On Gelatin Nano Composites: Towards Green Computing 2019 open innovation conference Capetown. South Africa IEEE pp 216-218 Vallabhapurapu, S; Ghanashyam Krishna; A. Srinivasan; V.V. Srinivasuof Physics, UNISA); ; S. Du (2018(Accepted and in production process)) Observation Of Resistive Switching In Reduced Graphene Oxide Incorporated Pva Films the International Conference on Green Methods for Separation, Purification and Nanomaterial Synthesis, GMSP&NS’18 Jain University, Bengaluru elsevier Aruleba, K ; Ewert, S ; SANDEID; Raborife, M (2018) Preprocessing And Feature Extraction Technique For Hand-drawn Finite Automata Recognition IST-Africa pp Paper 48 (9 pages) Electronic proceedings Thomas, A; Aurona J. Gerber ; Alta van der Merwe (2018) Ontology-based Spatial Pattern Recognition In Diagrams Artificial Intelligence Applications and Innovations Greece IFIP AICT 519, Springer pp 61-72 Nuru Jingili ; Sigrid Ewert ; SANDEID (2018) Measuring Perceptual Similarity Of Syntactically Generated Pictures 8th International Conference on Simulation and Modeling Methodologies, Technologies and Applications (SIMULTECH 2018) Porto, Portugal pp 244-255 Van Staden, W; PILKICL (2018) Overcoming The Corporate University And Its Effect On Computing Education Southern African Computer Lecturers’ Association (SACLA) Cape Town Vallabhapurapu, S; Shengzhi Du; T.S.Mahule; Ashwini Roham; ; V.V.Srinivasu;A.Srinivasan (2018) Resistive Switching Memory Effect And Conduction Mechanism In Nano-silver Incorporated Type-a Gelatin Films IEEE open innovation conference 2018 Johannesburg IEEE- Explore pp 281-284 COLEMA; GIANNA (2018) Chalk And Talk? Key Strokes? Or A Dynamic Diagnostic Teacher? Annual National Congress of the Association for Mathematics Education of South Africa,(AMESA) University of Free state, Bloemfontein 978-0-6399514-0-9 pp 107-123 GIANNA; COLEMA (2018) Problem Solving In Mathematics And Programming: Are They Complementary? Annual National Congress of the Association for Mathematics Education of South Africa,Date University of Free state, Bloemfontein 978-0-6399514-0-9 pp 157-170 Vallabhapurapu, S; Ashwini Rohom; N.B.Chaure; Shengzhi Du; (2017) Bistable Resistive Memory Behavior In Gelatin-cdte Quantum Dot Composite Film 2nd International Conference on Condensed Matter and Applied Physics Bikaner, India AIP pp 4 Coral Featherstone; van der Poel, E (2015) Using Character Valence In Computer Generated Music To Produce Variation Aligned To A Storyline SAICSIT Stellenbosch 978-1-4503-3683 Gail Shaw; van der Poel, E (2015) Genetic Algorithms As A Feasible Re-planning Mechanism For Belief-desire-intention Agents SAICSIT Stellenbosch 978-1-4503-3683 Okuboyejo, O ; Ewert, S ; SANDEID Goofs In The Class: Students’ Errors And Misconceptions When Learning Regular Expressions SACLA 2020 pp Accepted CONFERENCE PRESENTATION/S TJ Ramabu ; SANDEID; SCHOEMA (2021) Manipulatives For Teaching Introductory Programming To Struggling Students: A Case Of Nested-decisions. 13th International Conference on Computer Supported Education (CSEDU 2021) online BOOKS/CHAPTERS Jingili, N ; Ewert, S ; SANDEID Syntactic generation of similar pictures 2020 Springer, Cham pp Chapter 8, pages 153-180 ISBN: ebook: 978-3-030-35944-7. softcover: 978-3-030-35943-0 Vallabhapurapu, S; Shengzhi Du; Ananthakrishnan Srinivasan Electronics: Nonvolatile Memory Technologies, Encyclopedia of Polymer Applications(accepted and in production) 2018 Taylor and Francis group USA pp 20 |