Genetic Programming Bibliography entries for Harith Al-Sahaf

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GP coauthors/coeditors: Shima Afzali, Bing Xue, Christopher Hollitt, Mengjie Zhang, Qurrat Ul Ain, Kourosh Neshatian, Andy Song, Mark Johnston, Brijesh Verma, Ausama Al-Sahaf, Benjamin Evans, Muhammad Iqbal, Andrew Lensen, Damien O'Neill,

Genetic Programming Articles by Harith Al-Sahaf

  1. Muhammad Iqbal and Bing Xue and Harith Al-Sahaf and Mengjie Zhang. Cross-Domain Reuse of Extracted Knowledge in Genetic Programming for Image Classification. IEEE Transactions on Evolutionary Computation, 21(4):569-587, 2017. details

  2. Harith Al-Sahaf and Ausama Al-Sahaf and Bing Xue and Mark Johnston and Mengjie Zhang. Automatically Evolving Rotation-Invariant Texture Image Descriptors by Genetic Programming. IEEE Transactions on Evolutionary Computation, 21(1):83-101, 2017. details

  3. Harith Al-Sahaf and Mengjie Zhang and Ausama Al-Sahaf and Mark Johnston. Keypoints Detection and Feature Extraction: A Dynamic Genetic Programming Approach for Evolving Rotation-invariant Texture Image Descriptors. IEEE Transactions on Evolutionary Computation, 21(6):825-844, 2017. details

  4. Harith Al-Sahaf and Mengjie Zhang and Mark Johnston. Binary Image Classification: A Genetic Programming Approach to the Problem of Limited Training Instances. Evolutionary Computation, 24(1):143-182, 2016. details

  5. Harith Al-Sahaf and Andy Song and Kourosh Neshatian and Mengjie Zhang. Two-Tier genetic programming: towards raw pixel-based image classification. Expert Systems with Applications, 39(16):12291-12301, 2012. details

  6. Muhammad Iqbal and Harith Al-Sahaf and Bing Xue and Mengjie Zhang. Genetic programming with transfer learning for texture image classification. Soft Computing. details

Genetic Programming conference papers by Harith Al-Sahaf

  1. Shima Afzali and Harith Al-Sahaf and Bing Xue and Christopher Hollitt and Mengjie Zhang. Genetic Programming for Feature Selection and Feature Combination in Salient Object Detection. In Paul Kaufmann and Pedro A. Castillo editors, 22nd International Conference, EvoApplications 2019, volume 11454, pages 308-324, Leipzig, Germany, 2019. Springer Verlag. details

  2. Shima Afzali and Harith Al-Sahaf and Bing Xue and Christopher Hollitt and Mengjie Zhang. A Genetic Programming Approach for Constructing Foreground and Background Saliency Features for Salient Object Detection. In Tanja Mitrovic and Bing Xue and Xiaodong Li editors, Australasian Joint Conference on Artificial Intelligence, volume 11320, Wellington, New Zealand, 2018. Springer. details

  3. Benjamin Evans and Harith Al-Sahaf and Bing Xue and Mengjie Zhang. Evolutionary Deep Learning: A Genetic Programming Approach to Image Classification. In Marley Vellasco editor, 2018 IEEE Congress on Evolutionary Computation (CEC), Rio de Janeiro, Brazil, 2018. IEEE. details

  4. Qurrat Ul Ain and Bing Xue and Harith Al-Sahaf and Mengjie Zhang. Genetic Programming for Feature Selection and Feature Construction in Skin Cancer Image Classification. In Xin Geng and Byeong-Ho Kang editors, PRICAI 2018: Trends in Artificial Intelligence - 15th Pacific Rim International Conference on Artificial Intelligence, Proceedings, Part I, volume 11012, pages 732-745, Nanjing, China, 2018. Springer. details

  5. Qurrat Ul Ain and Harith Al-Sahaf and Bing Xue and Mengjie Zhang. A Multi-tree Genetic Programming Representation for Melanoma Detection Using Local and Global Features. In Tanja Mitrovic and Bing Xue and Xiaodong Li editors, Australasian Joint Conference on Artificial Intelligence, volume 11320, pages 111-123, Wellington, New Zealand, 2018. Springer. details

  6. Damien O'Neill and Harith Al-Sahaf and Bing Xue and Mengjie Zhang. Common subtrees in related problems: A novel transfer learning approach for genetic programming. In Jose A. Lozano editor, 2017 IEEE Congress on Evolutionary Computation (CEC), pages 1287-1294, Donostia, San Sebastian, Spain, 2017. IEEE. details

  7. Harith Al-Sahaf and Bing Xue and Mengjie Zhang. A Multitree Genetic Programming Representation for Automatically Evolving Texture Image Descriptors. In Yuhui Shi and Kay Chen Tan and Mengjie Zhang and Ke Tang and Xiaodong Li and Qingfu Zhang and Ying Tan and Martin Middendorf and Yaochu Jin editors, Simulated Evolution and Learning - 11th International Conference, SEAL 2017, Shenzhen, China, November 10-13, 2017, Proceedings, volume 10593, pages 499-511, 2017. Springer. details

  8. Qurrat Ul Ain and Bing Xue and Harith Al-Sahaf and Mengjie Zhang. Genetic programming for skin cancer detection in dermoscopic images. In Jose A. Lozano editor, 2017 IEEE Congress on Evolutionary Computation (CEC), pages 2420-2427, Donostia, San Sebastian, Spain, 2017. IEEE. details

  9. Harith Al-Sahaf and Bing Xue and Mengjie Zhang. Evolving Texture Image Descriptors Using a Multitree Genetic Programming Representation. In Proceedings of the Genetic and Evolutionary Computation Conference Companion, pages 219-220, Berlin, Germany, 2017. ACM. details

  10. Andrew Lensen and Harith Al-Sahaf and Mengjie Zhang and Bing Xue. Genetic Programming for Region Detection, Feature Extraction, Feature Construction and Classification in Image Data. In Malcolm I. Heywood and James McDermott and Mauro Castelli and Ernesto Costa and Kevin Sim editors, EuroGP 2016: Proceedings of the 19th European Conference on Genetic Programming, volume 9594, pages 51-67, Porto, Portugal, 2016. Springer Verlag. details

  11. Andrew Lensen and Harith Al-Sahaf and Mengjie Zhang and Bing Xue. A hybrid Genetic Programming approach to feature detection and image classification. In 2015 International Conference on Image and Vision Computing New Zealand (IVCNZ), 2015. details

  12. Andrew Lensen and Harith Al-Sahaf and Mengjie Zhang and Brijesh Verma. Genetic Programming for Algae Detection in River Images. In Yadahiko Murata editor, Proceedings of 2015 IEEE Congress on Evolutionary Computation (CEC 2015), pages 2468-2475, Sendai, Japan, 2015. IEEE Press. details

  13. Harith Al-Sahaf and Mengjie Zhang and Mark Johnston. Evolutionary Image Descriptor: A Dynamic Genetic Programming Representation for Feature Extraction. In Sara Silva and Anna I Esparcia-Alcazar and Manuel Lopez-Ibanez and Sanaz Mostaghim and Jon Timmis and Christine Zarges and Luis Correia and Terence Soule and Mario Giacobini and Ryan Urbanowicz and Youhei Akimoto and Tobias Glasmachers and Francisco Fernandez de Vega and Amy Hoover and Pedro Larranaga and Marta Soto and Carlos Cotta and Francisco B. Pereira and Julia Handl and Jan Koutnik and Antonio Gaspar-Cunha and Heike Trautmann and Jean-Baptiste Mouret and Sebastian Risi and Ernesto Costa and Oliver Schuetze and Krzysztof Krawiec and Alberto Moraglio and Julian F. Miller and Pawel Widera and Stefano Cagnoni and JJ Merelo and Emma Hart and Leonardo Trujillo and Marouane Kessentini and Gabriela Ochoa and Francisco Chicano and Carola Doerr editors, GECCO '15: Proceedings of the 2015 Annual Conference on Genetic and Evolutionary Computation, pages 975-982, Madrid, Spain, 2015. ACM. details

  14. Harith Al-Sahaf and Mengjie Zhang and Mark Johnston and Brijesh Verma. Image Descriptor: A Genetic Programming Approach to Multiclass Texture Classification. In Yadahiko Murata editor, Proceedings of 2015 IEEE Congress on Evolutionary Computation (CEC 2015), pages 2460-2467, Sendai, Japan, 2015. IEEE Press. details

  15. Harith Al-Sahaf and Mengjie Zhang and Mark Johnston. Genetic Programming for Multiclass Texture Classification Using a Small Number of Instances. In Grant Dick and Will N. Browne and Peter A. Whigham and Mengjie Zhang and Lam Thu Bui and Hisao Ishibuchi and Yaochu Jin and Xiaodong Li and Yuhui Shi and Pramod Singh and Kay Chen Tan and Ke Tang editors, Simulated Evolution and Learning - 10th International Conference, SEAL 2014, Dunedin, New Zealand, December 15-18, 2014. Proceedings, volume 8886, pages 335-346, 2014. Springer. details

  16. Harith Al-Sahaf and Mengjie Zhang and Mark Johnston. Genetic Programming Evolved Filters from a Small Number of Instances for Multiclass Texture Classification. In Michael J. Cree and Lee V. Streeter and John Perrone and Michael Mayo and Anthony M. Blake editors, Proceedings of the 29th International Conference on Image and Vision Computing New Zealand, IVCNZ 2014, pages 84-89, Hamilton, New Zealand, 2014. ACM. details

  17. Harith Al-Sahaf and Mengjie Zhang and Mark Johnston. Binary image classification using genetic programming based on local binary patterns. In 28th International Conference of Image and Vision Computing New Zealand (IVCNZ 2013), pages 220-225, Wellington, 2013. IEEE Press. details

  18. Harith Al-Sahaf and Andy Song and Mengjie Zhang. Hybridisation of Genetic Programming and Nearest Neighbour for Classification. In Luis Gerardo de la Fraga editor, 2013 IEEE Conference on Evolutionary Computation, volume 1, pages 2650-2657, Cancun, Mexico, 2013. details

  19. Harith Al-Sahaf and Mengjie Zhang and Mark Johnston. A One-Shot Learning Approach to Image Classification Using Genetic Programming. In Stephen Cranefield and Abhaya Nayak editors, Proceedings of the 26th Australasian Joint Conference on Artificial Intelligence (AI2013), volume 8272, pages 110-122, Dunedin, New Zealand, 2013. Springer. details

  20. Harith Al-Sahaf and Andy Song and Kourosh Neshatian and Mengjie Zhang. Extracting Image Features for Classification By Two-Tier Genetic Programming. In Xiaodong Li editor, Proceedings of the 2012 IEEE Congress on Evolutionary Computation, pages 1630-1637, Brisbane, Australia, 2012. details

  21. Harith Al-Sahaf and Kourosh Neshatian and Mengjie Zhang. Automatic feature extraction and image classification using genetic programming. In 5th International Conference on Automation, Robotics and Applications (ICARA 2011), pages 157-162, Wellington, New Zealand, 2011. details