Kourosh Neshatian

Orcid: 0000-0003-3956-6039

Affiliations:
  • University of Canterbury, Christchurch, New Zealand


According to our database1, Kourosh Neshatian authored at least 53 papers between 2007 and 2023.

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

Timeline

Legend:

Book 
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PhD thesis 
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Links

Online presence:

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Bibliography

2023
Identifying Athletics Tracks using Keypoint Detection.
Proceedings of the 38th International Conference on Image and Vision Computing New Zealand, 2023

2022
Investigating the effect of nudges for improving comment quality in active video watching.
Comput. Educ., 2022

2020
Evaluating Learned State Representations for Atari.
Proceedings of the 35th International Conference on Image and Vision Computing New Zealand, 2020

Evolving neural network agents to play atari games with compact state representations.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

2019
Evaluation of Parsons Problems with Menu-Based Self-Explanation Prompts in a Mobile Python Tutor.
Int. J. Artif. Intell. Educ., 2019

Comparison of Embedded and Wrapper Approaches for Feature Selection in Support Vector Machines.
Proceedings of the PRICAI 2019: Trends in Artificial Intelligence, 2019

Feature Bundles and their Effect on the Performance of Tree-based Evolutionary Classification and Feature Selection Algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

2018
Investigating the effects of learning activities in a mobile Python tutor for targeting multiple coding skills.
Res. Pract. Technol. Enhanc. Learn., 2018

Adaptive Problem Selection in a Mobile Python Tutor.
Proceedings of the Adjunct Publication of the 26th Conference on User Modeling, 2018

Circular Filtering and Neutrosophic Extraction of Vincent Van Gogh's Visible Brushstrokes.
Proceedings of the 2018 International Conference on Image and Vision Computing New Zealand, 2018

Improving Representation in Benchmarking of Binary PSO Algorithms.
Proceedings of the AI 2018: Advances in Artificial Intelligence, 2018

2017
Hyper-parameter search in support vector machines using PSO with cellular fitness approximation.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

On the existence of feature bundles and their effect on symbolic regression algorithms.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Kernel Construction and Feature Subset Selection in Support Vector Machines.
Proceedings of the Simulated Evolution and Learning - 11th International Conference, 2017

Simulating neuromorphic reservoir computing: Abstract feed-forward hardware models.
Proceedings of the 2017 International Conference on Image and Vision Computing New Zealand, 2017

Artistic style characterization and brush stroke modelling for non-photorealistic rendering.
Proceedings of the 2017 International Conference on Image and Vision Computing New Zealand, 2017

Artistic Style Characterization of Vincent Van Gogh s Paintings using Extracted Features from Visible Brush Strokes.
Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods, 2017

Multiple Kernel Learning with One-Level Optimization of Radius and Margin.
Proceedings of the AI 2017: Advances in Artificial Intelligence, 2017

Learning with Engaging Activities via a Mobile Python Tutor.
Proceedings of the Artificial Intelligence in Education - 18th International Conference, 2017

Investigating the Effectiveness of Menu-Based Self-explanation Prompts in a Mobile Python Tutor.
Proceedings of the Artificial Intelligence in Education - 18th International Conference, 2017

2016
Restricted Echo State Networks.
Proceedings of the AI 2016: Advances in Artificial Intelligence, 2016

2015
Investigating student interactions with tutorial dialogues in EER-Tutor.
Res. Pract. Technol. Enhanc. Learn., 2015

Eye Tracking and Studying Examples: How Novices and Advanced Learners Study SQL Examples.
J. Comput. Inf. Technol., 2015

Optimal Hyper-Parameter Search in Support Vector Machines Using Bézier Surfaces.
Proceedings of the AI 2015: Advances in Artificial Intelligence, 2015

Using Eye Tracking to Identify Learner Differences in Example Processing.
Proceedings of the Artificial Intelligence in Education - 17th International Conference, 2015

The Effect of Reactant and Product Selection Strategies on Cycle Evolution in an Artificial Chemistry.
Proceedings of the Artificial Life and Computational Intelligence, 2015

2014
A Stepwise Multi-centroid Classification Learning Algorithm with GPU Implementation.
Proceedings of the Simulated Evolution and Learning - 10th International Conference, 2014

Utilizing Eye Tracking to Improve Learning from Examples.
Proceedings of the Universal Access in Human-Computer Interaction. Universal Access to Information and Knowledge, 2014

Simple Arabic Stemmer.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

2013
On the Optimality of Subsets of Features Selected by Heuristic and Hyper-heuristic Approaches.
Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2013

Binary Classification Using Genetic Programming: Evolving Discriminant Functions with Dynamic Thresholds.
Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2013

A Constructive Artificial Chemistry to Explore Open-Ended Evolution.
Proceedings of the AI 2013: Advances in Artificial Intelligence, 2013

2012
A Filter Approach to Multiple Feature Construction for Symbolic Learning Classifiers Using Genetic Programming.
IEEE Trans. Evol. Comput., 2012

Two-Tier genetic programming: towards raw pixel-based image classification.
Expert Syst. Appl., 2012

A Genetic Programming Approach to Hyper-Heuristic Feature Selection.
Proceedings of the Simulated Evolution and Learning - 9th International Conference, 2012

Improving Relevance Measures Using Genetic Programming.
Proceedings of the Genetic Programming - 15th European Conference, 2012

Scalability analysis of genetic programming classifiers.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

Extracting image features for classification by two-tier genetic programming.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

Evolving Genetic Programming classifiers with loop structures.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011
Using genetic programming for context-sensitive feature scoring in classification problems.
Connect. Sci., 2011

Automatic feature extraction and image classification using genetic programming.
Proceedings of the 5th International Conference on Automation, Robotics and Applications, 2011

Genetic programming for evolving programs with loop structures for classification tasks.
Proceedings of the 5th International Conference on Automation, Robotics and Applications, 2011

Meta-learning and feature ranking using genetic programming for classification: Variable terminal weighting.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

A domain independent Genetic Programming approach to automatic feature extraction for image classification.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

2010
Feature Manipulation with Genetic Programming.
PhD thesis, 2010

2009
Pareto front feature selection: using genetic programming to explore feature space.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Genetic Programming for Feature Subset Ranking in Binary Classification Problems.
Proceedings of the Genetic Programming, 12th European Conference, 2009

Unsupervised Elimination of Redundant Features Using Genetic Programming.
Proceedings of the AI 2009: Advances in Artificial Intelligence, 2009

2008
Genetic Programming for Feature Ranking in Classification Problems.
Proceedings of the Simulated Evolution and Learning, 7th International Conference, 2008

Genetic Programming and Class-Wise Orthogonal Transformation for Dimension Reduction in Classification Problems.
Proceedings of the Genetic Programming, 11th European Conference, 2008

Genetic programming for performance improvement and dimensionality reduction of classification problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

2007
An Ontological Model for Knowledge Management through Concept Composition.
Proceedings of the First International Conference on the Digital Society (ICDS 2007), 2007

Feature Construction and Dimension Reduction Using Genetic Programming.
Proceedings of the AI 2007: Advances in Artificial Intelligence, 2007


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