Kourosh Neshatian

60 papers A 5B 10C 9Misc 5Journal 8Unranked 22
YearRankTypeTitle / Venue / Authors
2023 Misc conf
Identifying Athletics Tracks using Keypoint Detection.
IVCNZ
Gareth Harcombe, Richard Green, Kourosh Neshatian
2022 J jnl
Investigating the effect of nudges for improving comment quality in active video watching.
Comput. Educ.
Negar Mohammadhassan, Antonija Mitrovic, Kourosh Neshatian
2020 C conf
Automatic Assessment of Comment Quality in Active Video Watching.
ICCE
Negar Mohammadhassan, Antonija Mitrovic, Kourosh Neshatian, Jonathan Dunn
2020 C conf
Developing Personalized Nudges to Improve Quality of Comments in Active Video Watching.
ICCE
Negar Mohammadhassan, Antonija Mitrovic, Kourosh Neshatian, Jonathan Dunn
2020 Misc conf
Evaluating Learned State Representations for Atari.
IVCNZ
Adam Tupper, Kourosh Neshatian
2020 — conf
Evolving neural network agents to play atari games with compact state representations.
GECCO Companion
Adam Tupper, Kourosh Neshatian
2019 — conf
Comparison of Embedded and Wrapper Approaches for Feature Selection in Support Vector Machines.
PRICAI (2)
Shinichi Yamada, Kourosh Neshatian
2019 J jnl
Evaluation of Parsons Problems with Menu-Based Self-Explanation Prompts in a Mobile Python Tutor.
Int. J. Artif. Intell. Educ.
Geela Venise Firmalo Fabic, Antonija Mitrovic, Kourosh Neshatian
2019 B conf
Feature Bundles and their Effect on the Performance of Tree-based Evolutionary Classification and Feature Selection Algorithms.
CEC
Kourosh Neshatian, Lucianne Varn
2018 — conf
Adaptive Problem Selection in a Mobile Python Tutor.
UMAP (Adjunct Publication)
Geela Venise Firmalo Fabic, Antonija Mitrovic, Kourosh Neshatian
2018 Misc conf
Circular Filtering and Neutrosophic Extraction of Vincent Van Gogh's Visible Brushstrokes.
IVCNZ
Tieta Putri, Ramakrishnan Mukundan, Kourosh Neshatian
2018 — conf
Improving Representation in Benchmarking of Binary PSO Algorithms.
Australasian Conference on Artificial Intelligence
Shinichi Yamada, Kourosh Neshatian
2018 J jnl
Investigating the effects of learning activities in a mobile Python tutor for targeting multiple coding skills.
Res. Pract. Technol. Enhanc. Learn.
Geela Venise Firmalo Fabic, Antonija Mitrovic, Kourosh Neshatian
2018 C conf
Supporting Novices and Advanced Students in Acquiring Multiple Coding Skills.
ICCE
Geela Venise Firmalo Fabic, Antonija Mitrovic, Kourosh Neshatian
2017 C conf
A Comparison of Different Types of Learning Activities in a Mobile Python Tutor.
ICCE
Geela Venise Firmalo Fabic, Antonija Mitrovic, Kourosh Neshatian
2017 C conf
Artistic Style Characterization of Vincent Van Gogh s Paintings using Extracted Features from Visible Brush Strokes.
ICPRAM
Tieta Putri, Ramakrishnan Mukundan, Kourosh Neshatian
2017 Misc conf
Artistic style characterization and brush stroke modelling for non-photorealistic rendering.
IVCNZ
Tieta Putri, Ramakrishnan Mukundan, Kourosh Neshatian
2017 — conf
Hyper-parameter search in support vector machines using PSO with cellular fitness approximation.
SSCI
Shinichi Yamada, Kourosh Neshatian
2017 A conf
Investigating the Effectiveness of Menu-Based Self-explanation Prompts in a Mobile Python Tutor.
AIED
Geela Venise Firmalo Fabic, Antonija Mitrovic, Kourosh Neshatian
2017 — conf
Kernel Construction and Feature Subset Selection in Support Vector Machines.
SEAL
Shinichi Yamada, Kourosh Neshatian
2017 A conf
Learning with Engaging Activities via a Mobile Python Tutor.
AIED
Geela Venise Firmalo Fabic, Antonija Mitrovic, Kourosh Neshatian
2017 — conf
Multiple Kernel Learning with One-Level Optimization of Radius and Margin.
Australasian Conference on Artificial Intelligence
Shinichi Yamada, Kourosh Neshatian
2017 — conf
On the existence of feature bundles and their effect on symbolic regression algorithms.
SSCI
Kourosh Neshatian, Lucianne Varn
2017 Misc conf
Simulating neuromorphic reservoir computing: Abstract feed-forward hardware models.
IVCNZ
Aaron Stockdill, Kourosh Neshatian
2016 C conf
Investigating Strategies used by Novice and Expert Users to Solve Parsons Problems in a Mobile Python Tutor.
ICCE
Geela Venise Firmalo Fabic, Antonija Mitrovic, Kourosh Neshatian
2016 — conf
Restricted Echo State Networks.
Australasian Conference on Artificial Intelligence
Aaron Stockdill, Kourosh Neshatian
2015 J jnl
Eye Tracking and Studying Examples: How Novices and Advanced Learners Study SQL Examples.
J. Comput. Inf. Technol.
Amir Shareghi Najar, Antonija Mitrovic, Kourosh Neshatian
2015 C conf
Identifying Learner Differences in Example Processing from Eye Gaze Data.
ICCE
Amir Shareghi Najar, Antonija Mitrovic, Kourosh Neshatian
2015 J jnl
Investigating student interactions with tutorial dialogues in EER-Tutor.
Res. Pract. Technol. Enhanc. Learn.
Myse Elmadani, Antonija Mitrovic, Amali Weerasinghe, Kourosh Neshatian
2015 — conf
Optimal Hyper-Parameter Search in Support Vector Machines Using Bézier Surfaces.
Australasian Conference on Artificial Intelligence
Shinichi Yamada, Kourosh Neshatian, Raazesh Sainudiin
2015 C conf
Predicting Quitting Behavior in SQL-Tutor.
ICCE
Jin Kwang Hong, Antonija Mitrovic, Kourosh Neshatian
2015 — conf
The Effect of Reactant and Product Selection Strategies on Cycle Evolution in an Artificial Chemistry.
ACALCI
Thomas J. Young, Kourosh Neshatian
2015 A conf
Using Eye Tracking to Identify Learner Differences in Example Processing.
AIED
Amir Shareghi Najar, Antonija Mitrovic, Kourosh Neshatian
2014 — conf
A Stepwise Multi-centroid Classification Learning Algorithm with GPU Implementation.
SEAL
Cain Cresswell-Miley, Kourosh Neshatian
2014 A conf
Simple Arabic Stemmer.
CIKM
Mohammed Algarni, Brent Martin, Tim Bell, Kourosh Neshatian
2014 — conf
Utilizing Eye Tracking to Improve Learning from Examples.
HCI (5)
Amir Shareghi Najar, Antonija Mitrovic, Kourosh Neshatian
2013 — conf
A Constructive Artificial Chemistry to Explore Open-Ended Evolution.
Australasian Conference on Artificial Intelligence
Thomas J. Young, Kourosh Neshatian
2013 — conf
Binary Classification Using Genetic Programming: Evolving Discriminant Functions with Dynamic Thresholds.
PAKDD Workshops
Jill de Jong, Kourosh Neshatian
2013 — conf
On the Optimality of Subsets of Features Selected by Heuristic and Hyper-heuristic Approaches.
PAKDD Workshops
Kourosh Neshatian, Lucianne Varn
2012 J jnl
A Filter Approach to Multiple Feature Construction for Symbolic Learning Classifiers Using Genetic Programming.
IEEE Trans. Evol. Comput.
Kourosh Neshatian, Mengjie Zhang, Peter Andreae
2012 — conf
A Genetic Programming Approach to Hyper-Heuristic Feature Selection.
SEAL
Rachel Hunt, Kourosh Neshatian, Mengjie Zhang
2012 B conf
Evolving Genetic Programming classifiers with loop structures.
IEEE Congress on Evolutionary Computation
Fahmi Abdulhamid, Andy Song, Kourosh Neshatian, Mengjie Zhang
2012 B conf
Extracting image features for classification by two-tier genetic programming.
IEEE Congress on Evolutionary Computation
Harith Al-Sahaf, Andy Song, Kourosh Neshatian, Mengjie Zhang
2012 B conf
Improving Relevance Measures Using Genetic Programming.
EuroGP
Kourosh Neshatian, Mengjie Zhang
2012 B conf
Scalability analysis of genetic programming classifiers.
IEEE Congress on Evolutionary Computation
Rachel Hunt, Kourosh Neshatian, Mengjie Zhang
2012 J jnl
Two-Tier genetic programming: towards raw pixel-based image classification.
Expert Syst. Appl.
Harith Al-Sahaf, Andy Song, Kourosh Neshatian, Mengjie Zhang
2011 B conf
A domain independent Genetic Programming approach to automatic feature extraction for image classification.
IEEE Congress on Evolutionary Computation
Daniel L. Atkins, Kourosh Neshatian, Mengjie Zhang
2011 — conf
Automatic feature extraction and image classification using genetic programming.
ICARA
Harith Al-Sahaf, Kourosh Neshatian, Mengjie Zhang
2011 — conf
Genetic programming for evolving programs with loop structures for classification tasks.
ICARA
Fahmi Abdulhamid, Kourosh Neshatian, Mengjie Zhang
2011 B conf
Meta-learning and feature ranking using genetic programming for classification: Variable terminal weighting.
IEEE Congress on Evolutionary Computation
Anna Friedlander, Kourosh Neshatian, Mengjie Zhang
2011 J jnl
Using genetic programming for context-sensitive feature scoring in classification problems.
Connect. Sci.
Kourosh Neshatian, Mengjie Zhang
2010 — —
Feature Manipulation with Genetic Programming.
Kourosh Neshatian
2009 B conf
Genetic Programming for Feature Subset Ranking in Binary Classification Problems.
EuroGP
Kourosh Neshatian, Mengjie Zhang
2009 A conf
Pareto front feature selection: using genetic programming to explore feature space.
GECCO
Kourosh Neshatian, Mengjie Zhang
2009 — conf
Unsupervised Elimination of Redundant Features Using Genetic Programming.
Australasian Conference on Artificial Intelligence
Kourosh Neshatian, Mengjie Zhang
2008 B conf
Genetic Programming and Class-Wise Orthogonal Transformation for Dimension Reduction in Classification Problems.
EuroGP
Kourosh Neshatian, Mengjie Zhang
2008 — conf
Genetic Programming for Feature Ranking in Classification Problems.
SEAL
Kourosh Neshatian, Mengjie Zhang, Peter Andreae
2008 B conf
Genetic programming for performance improvement and dimensionality reduction of classification problems.
IEEE Congress on Evolutionary Computation
Kourosh Neshatian, Mengjie Zhang
2007 C conf
An Ontological Model for Knowledge Management through Concept Composition.
ICDS
Maryam Tayefeh Mahmoudi, Kambiz Badie, Kourosh Neshatian
2007 — conf
Feature Construction and Dimension Reduction Using Genetic Programming.
Australian Conference on Artificial Intelligence
Kourosh Neshatian, Mengjie Zhang, Mark Johnston