Publications

Le, A. T., Shakiba, M., & Ardekani, I. T. (2024). Tomato disease detection with lightweight recurrent and convolutional deep learning models for sustainable and smart agriculture. Frontiers in Sustainability (Vol. 5).

Sharma, A., Varastehpour, S., Ardekani, I. T., & Sharifzadeh, H. (2024). Bee disease Varroa prediction: utilizing convolutional neural networks with augmentation for robust detection and identification of honeybee infection. 2024 1st International Conference on Innovative Engineering Sciences & Technological Research (ICIESTR-2024).

Adlakha, R., Varastehpour, S., Shakiba, M., & Ardekani, I. T. (2024). Comparative analysis of Long-Short Term Memory, Gated Recurrent Unit, and eXtreme Gradient Boosting for Forex prediction: A deep learning approach. 2024 1st International Conference on Innovative Engineering Sciences & Technological Research (ICIESTR-2024).

Karn, P. K., Ardekani, I. T., & Abdulla, W. H. (2024). Generalized Framework for Liquid Neural Network upon Sequential and Non-Sequential Tasks. Mathematics (Vol. 12(16)).

Ardekani, I. T., & Nicholson, R. (2024). A Bayesian approach to online estimation of airgap spatial variation in induction machines with static eccentricity. Applied Mathematical Modelling (Vol. 128).

Sharifzadeh, H., Keivanmarz, A., Pour, S., & Ardekani, I. (2024). Vein pattern visualization for CSAM investigation using deep learning. Australian Journal of Forensic Sciences (Vol. 56).

Ardekani, I. T., Pour, S., & Sharifzadeh, H. R. (2023). Real-time swarming detection in honeybees: Leveraging audio signal processing and machine learning techniques. Meetings on Acoustical Society of America, Sydney, Australia.

Ardekani, I. T., Pour, S., & Sharifzadeh, H. (2022). Bayesian Active Noise Control. 2022 Conference of the Acoustical Society of New Zealand.

Ardekani, I. T., Pour, S., & Sharifzadeh, H. (2022). Acoustic signal processing systems for intelligent beehive monitoring. 2022 Conference of the Acoustical Society of New Zealand.

Ardekani, I. T., & Shakiba, M. (2022). Intelligent Beehive Monitoring using Machine Learning Models. 2022 ITP Research Symposium, Dunedin.

Ardekani, I. T., Pour, S., & Sharifzadeh, H. (2022). Practical Active Noise Control Algorithms in Bayesian Inversion Framework. The 2nd International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME).

Kaur, M., Ardekani, I. T., Sharifzadeh, H., & Pour, S. (2022). A CNN-Based Identification of Honeybees' Infection using Augmentation. The 2nd International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME).

Ardekani, I. T. (2021). Keynote Speech: Smart Beekeeping using Machine Learning and IOT. The 1st TechTalk Research Symposium, New Zealand (Online).

Varastehpour, I., Sharifzadeh, H., & Ardekani, I. T. (2021). A comprehensive review of deep learning algorithms. ePress (Vol. 2021(4)).

Iman, T. Ardekani., Jari, Kaipio., & Daniel, Castello. (2021). Bayesian damage identification of simply supported beams from elastostatic data. Inverse Problems in Science and Engineering (Vol. 29(13)).

Dassanayake, W., Ardekani, I.T., Gamage, N., Jayawardena, C., & Sharifzadeh, H. (2021). Effectiveness of Stock Index Forecasting using ARIMA model: Evidence from New Zealand. 2021 3rd International Conference on Advancements in Computing (ICAC).

Sabaee, M. E., Sharifzadeh, H., Ardekani, I. T., & Allen, J. (2021). Measurement of formant frequency in /hVd/ words of distorted speech in adult New Zealanders. 2021 IEEE Region 10 Symposium (TENSYMP).

Pour, S., Sharifzadeh, H., Ardekani, I., & Sarrafzadeh, H. (2020). Human Biometric Traits: A Systematic Review Focusing on Vascular Patterns. ePress (Vol. 3).

Dassanayake, W., ARDEKANI, I., JAYAWARDENA, C., SHARIFZADEH, H., & GAMAGE, N. (2020). FORECASTING ACCURACY OF HOLT-WINTERS EXPONENTIAL SMOOTHING: EVIDENCE FROM NEW ZEALAND. New Zealand Journal of Applied Business Research (Vol. 17(1)).

Peng, R., Ardekani, I. T., & Sharifzadeh, H. (2020). An Acoustic Signal Processing System for Identification of Queen-less Beehives. Asia Pacific Signal and Information Processing Annual Summit and Conference (APSIPA) 2020.

Munir, M. W., Abdulla, W. H., & Ardekani, I. T. (2019). Psychoacoustically motivated active noise control at Remote Locations. 2019 Australian & New Zealand Control Conference (ANZCC).

Jing, Z., Ardekani, I. T., & Pang, S. (2019). Deep Learning for Combo Object Detection. 26th International Conference, ICONIP 2019 Sydney, NSW, Australia, December 12-15, 2019 (Vol. 1).

Munir, M. W., Abdulla, W. H., & Ardekani, I. T. (2019). On FxLMS Scheme for Active Noise Control at Remote Location. IET Signal Processing (Vol. Under review).

Dassanayake, W., Jayawardena, C., Ardekani, I., & Sharifzadeh, H. (2019). Models Applied in Stock Market Prediction: A Literature Survey. Unitec ePress Occasional and Discussion Papers Series (Vol. 2019:1).

Sharifzadeh, H., Pour, S., Ardekani, I. T., & Francis, X. (2019). Vein Pattern Visualisation and Feature Extraction Using Sparse Auto-encoder for Forensic Purposes. the 16th IEEE International Conference on Advanced Video and Signal-based Surveillance (AVSS).

Varastehpour, S., Sharifzadeh, H., Ardekani, I.T., & Fracis, X. (2019). An Adaptive Method for Vein Recognition Enhancement Using Deep Learning. 2019 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT).

Zhao, J., Pang, S., Ardekani, I., Sekiya, Y., & Miyamoto, D. (2018). Task and Instance Quadratic Ordering for Active Online Multitask Learning. Neural Information Processing. ICONIP 2018. Lecture Notes in Computer Science (Vol. 11303).

Ardekani, I., Kaipio, J., Sakhaee, N., & Sharifzadeh, H. (2018). Bayesian parameter estimation of Euler-Bernoulli beams. 10th International Conference on Signal Processing Systems.

Ardekani, I. T., Sakhaee, N., Sharifzadeh, H., Barmada, B., & Lovell, G. (2018). A novel adaptive active noise control algorithm based on Tikhonov regularisation. 10th International Conference on Signal Processing Systems.

Sabaee, M. E., Sharifzadeh, H., Ardekani, I., & Allen, J. (2018). A prelimnary acoustic analysis of laryngectomised speech in adult New Zealanders. IEEE, 2018 16th International Workshop on Acoustic Signal Enhancement (IWAENC).

Varastehpour, S., Sharifzadeh, H., Ardekani, I. T., & Sarrafzadeh, H. (2018). Extended Abstract: A Review of Biometric Traits with Insight into Vein Pattern Recognition. IEEE, 2018 16th Annual Conference on Privacy, Security and Trust (PST) (Vol. 2018).

Nguyen, V. T., Jayawardena, C., & Ardekani, I. T. (2018). A navigation model for side-by-side robotic wheelchairs based on optimising social comfort in crossing situations. Robotics and Autonomous Systems (Vol. 100).

Alobaidi, N., Barmada, B., Ardekani, I., & Samaee, M. (2018). Evaluating VANET Routing Protocols for Auckland Area. 2018 Eleventh International Conference on Mobile Computing and Ubiquitous Network (ICMU), Auckland.

Jain, R., Adhikary, P. S., Ramirez-Prado, G., Barmada, B., & Ardekani, I. T. (2018). A Route Map for Wireless Sensor Networks over Large Coverage Area. 2018 Eleventh International Conference on Mobile Computing and Ubiquitous Network (ICMU).

Sharifzadeh, H. R., HajiRassouliha, A., McLoughlin, I., Ardekani, I. T., Sarrafzadeh, A., & Allen, J. (2017). A Training-Based Speech Regeneration Approach With Cascading Mapping Models. Elsevier Journal of Computers & Electrical Engineering (Vol. In Press).

Ardekani, I. T., Zhang, X., Sharifzadeh, H., & Kaipio, J. (2017). Maximum a posteriori adjustment of adaptive transversal filters in active noise control. APSIPA, Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA 2017) (Vol. 1).
https://hdl.handle.net/10652/4134

Munir, M., Abdulla, W., Ardekani, I. T., & Patel, N. (2017). Physical Classification and Recent Developments of Active Noise Control Systems. ACM, ICSPS 2017 Proceedings of the 9th International Conference on Signal Processing System (Vol. 1).

Sharifzadeh, H. R., Allen, J. E., Mcloughlin, I., Sarrafzadeh, H., & Ardekani, I. T. (2016). Acoustic analysis and computerized reconstruction of speech in laryngectomised individuals. Combined Otolaryngology Spring Meetings (COSM), Chicago, Illinois, USA.
https://hdl.handle.net/10652/3875

Mohaddes Deylami, H., Ardekani, I. T., Muniyandi, R. C., & Sarrafzadeh, H. (2016). Taxonomy of malware detection techniques. IEEE Xplore, 016 14th Annual Conference on Privacy, Security and Trust (PST).
https://hdl.handle.net/10652/3876

Ardekani, I. T., Kaipio, J., Nasiri, A., Sharifzadeh, H., & Abdulla, W. (2016). Statistical inverse problem approach to online secondary path modeling in active noise control. IEEE Transaction on Audio Speech and Signal Processing (Vol. 24(1)).

Sharifzadeh, H. R., Allen, J. E., Sarrafzadeh, A., & Ardekani, I. T. (2016). Bionic voice (pilot study) : natural speech restoration for voice impaired individuals. Health Informatics New Zealand (HINZ), Health Informatics New Zealand Conference.

Sharifzadeh, H., Ardekani, I. T., & McLoughlin, I. V. (2015). Comparative whisper vowel space for Singapore English and British English accents. In APSIPA, Proceedings of the Asia-Pacific Signal and Information Processing Association Conference (APSIPA).

Ardekani, I. T., Abdulla, W. H., Sharifzadeh, H., and Ur Rehman, S. (2015). Efficient FxLMS Algorithm with Simplified Secondary Path Models. In IEEE, Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Sheth, D., & Ardekani, I. T. (2015). Error signal measurement in active noise control systems. Hong Kong, APSIPA Newsletter (Vol. 10).
https://hdl.handle.net/10652/3472

Ardekani, I.T., & Kaipio, J. (2015). Bayesian Secondary Path Modeling in Active Noise Control. New Zealand Mathematical Society Colloquium, Christchurch, New Zealand.

Sharifzadeh, H. R., HajiRassouliha, A., McLoughlin, I., Ardekani, I. T., & Allen, J. E. (2015). Phonated Speech Reconstruction Using Twin Mapping Models. In IEEE, Proceedings of the 15th IEEE International Symposium on Signal Processing and Information Technology.

Ur Rehman, S., Sowerby, K. W., Shafiq, A., Ardekani, I. T., & Komosny, D. (2015). Effect of Channel Impairments on Radiometric Fingerprinting. In IEEE, Proceedings of the 15th IEEE International Symposium on Signal Processing and Information Technology.
https://hdl.handle.net/10652/3355

Mohaddes Deylami, H., Mohaghegh, M., Sarrafzadeh, A. H., McCauley, M., Ardekani, I. T., & Kingston, T. (2015). Capture the Talent: Secondary School Education with Cyber Security Competition. International Journal in Foundations of Computer Science and Technology (Vol. 5(6)).

Mohaddes Deylami, H., Ardekani, I. T., Muniyandi, R. C., & Sarrafzadeh, A. (2015). Effects of Software Security on Software Development Life Cycle and Related Security Issues. International Journal of Computational Intelligence and Information Security (Vol. 6(8)).
https://hdl.handle.net/10652/3411

Rehman, S. U., Burki , S. A., and Ardekani, I. T. (2014). Security of Wireless Devices using Biological-Inspired RF Fingerprinting Technique. XX, XX.
https://hdl.handle.net/10652/2958

Ardekani, I. T., and Abdulla, W. H. (2014). Adaptive signal processing algorithms for creating spatial zones of quiet. Digital Signal Processing (Vol. 27).

Ardekani, I. T., and Abdulla, W. H. (2014). Active noise control in three dimentions. IEEE Transaction on Control Systems Technology.

Ardekani, I. T., Abdulla, W. H., and Ur Rehman, S. (2014). Remote FxLMS algorithm for active control of sound in remote locations. Signal and Information Processing Association Annual Summit and Conference (APSIPA), 2014 Asia-Pacific.
https://hdl.handle.net/10652/2975

Rehman, S. U., Sowerby, K., Alam, S., and Ardekani, I. T. (2014). Radio Frequency Fingerprinting and its Challenges. XX, IEEE Conference on Communications and Network Security (CNS).
https://hdl.handle.net/10652/2974

Rehman, S. U., Sowerby, K., Alam, S., and Ardekani, I. T. (2014). Portability of an RF Fingerprint of a Wireless Transmitter. XX, IEEE CNS Workshop on Physical-layer Methods for Wireless Security.
https://hdl.handle.net/10652/2973

Ardekani, I. T., & Abdulla, W. H. (2013). Active Noise Control: Fundamentals and Recent Advances. Asia-Pacific Signal and Information Processing Association (APSIPA) Annual Summit and Conference, Kaohsiung, Taiwan.

Ardekani, I. T., and Abdulla, W. H. (2013). Adaptive active control of free space acoustic noise. Proceedings of Meetings on Acoustics (Vol. 19).
https://hdl.handle.net/10652/2736

Ardekani, I. T., and Abdulla, W. H. (2013). Stability of residual acoustic noise variance in active control of stochastic noise. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Canada.
https://hdl.handle.net/10652/2737

Ardekani, I. T., and Abdulla, W. H. (2013). Adaptive Signal Processing Systems for Active Control of Acoustic Noise on Circular Paths. The International Conference on Electrical and Electronics Engineering, Clean Energy and Green Computing (EEECEGC 2013), 978-0-9891305-3-0 (Vol. 1).

Ardekani, I. T., and Abdulla, W. H. (2013). Adaptive active noise control in free space. Signal and Information Processing Association Annual Summit and Conference (APSIPA), 2013 Asia-Pacific (Vol. 1).

Ardekani , I. T., and Abdulla, W. H. (2013). An adaptive signal processing system for active control of sound in remote locations. Signal & Information Processing Association Annual Summit and Conference, Taiwan (APSIPA ASC 2013) (Vol. 1).

Ardekani, I.T., and Abdulla, W.H. (2013). Adaptive active control of acoustic noise using FxLMS algorithm: from theory to practice (112/423 SIP2012-88). IEICE Technical Reports, Japan.

Ardekani, I.T., and Abdulla, W.H. (2013). On the stochastic modeling and analysis of FxLMS adaptation algorithm. IET Signal Processing, doi: 10.1049/iet-spr.2012.0090 (Vol. 7(6)).
https://hdl.handle.net/10652/2596

Ardekani, I. T., and Abdulla, W. H. (2012). Theoretical framework for stochastic modeling of FxLMS-based active noise control dynamics. Signal & Information Processing Association Annual Summit and Conference (APSIPA ASC), California, USA.

Ardekani, I. T., and Abdulla, W. H. (2012). Root locus analysis and design of the adaptation process in active noise control. Journal of Acoustical Society of America (Vol. 132/4).

Ardekani, I. T., and Abdulla, W. H. (2012). Effects of imperfect secondary path modeling on performance of adaptive active noise control systems. IEEE Transaction on Control Systems Technology (Vol. 20/5).

Ardekani, I. T., and Abdulla, W. H. (2011). FxLMS based active noise control: a quick review. APSIPA, Signal and Information Processing Association Annual Summit and Conference.

Ardekani , I. T., and Abdulla, W. H. (2011). Dominant pole localization of FxLMS adaptation process in active noise control. Signal & Information Processing Association Annual Summit and Conference (APSIPA ASC), China.

Ardekani, I. T., and Abdulla, W. H. (2011). Filtered weights FxLMS adaptation algorithm: analysis, design and implementation. International Journal of Adaptive Control and Signal Processing (Vol. 25/11).

Ardekani, I. T., and Abdulla, W. H. (2011). On the convergence of real-time active noise control systems. Signal Processing (Vol. 91/5).

Ardekani, I. T., and Abdulla, W. H. (2011). On the stability of adaptation process in active noise control systems. Journal of Acoustical Society of America (Vol. 129/1).

Ardekani, I. T., and Abdulla, W. H. (2010). Study of convergence behavior of real-time adaptive active noise control systems. APSIPA, 2010 Signal & Information Processing Association Annual Summit and Conference (APSIPA ASC).

Ardekani, I. T., and Abdulla, W. H. (2010). Convergence analysis of active noise control systems using root locus theor. APSIPA, Signal & Information Processing Association Annual Summit and Conference (APSIPA ASC), Singapore.

Ardekani, I. T., and Abdulla, W. H. (2010). Theoretical convergence analysis of FxLMS algorithm. Signal Processing (Vol. 90/12).

Ardekani, I. T., and Abdulla, W. H. (2009). A new sub-band algorithm for active attenuation of broadband noise. INCE, International Symposium on Active Control of Sound and Vibration (ACTIVE), Canada.

Ardekani , I. T., Abdulla, W. H., and Sing-Kiong, N. (2009). Allpass filtered reference LMS algorithm for adaptive feedback active noise control. Signal & Information Processing Association Annual Summit and Conference (APSIPA ASC), Japan (Vol. 1).

Ardekani, I. T., and Nikranjbar, A. (2008). Dynamic modeling of the three phase cage induction motor under mixed eccentricity condition. International Power Systems Conference (PSC), Iran (Vol. 98-E-ELM-1026).

Faiz, J., and Ardekani, I. T. (2007). Influence of vector control algorithms on stator current harmonics of induction motor under eccentricity fault. IEEE Japan, IEEE International Electric Machines and Drives Conference.

Faiz, J., Ardekani, I. T., and Mohseni Zoonozi, S. H. (2005). Direct force control of linear permanent magnet synchronous motors. XX, The Fifth International Symposium on Linear Drives for Industry Applications.

Sharifi-Ghazvini, E., Faiz, J., Ardekani, I. T., and Ranjbar, A. (2004). modeling and dynamic simulation of induction machine under mixed eccentricity conditions using winding function. CIGRE, CIGRE Proceedings.

Faiz, J., and Ardekani, I. T. (2004). A precise electromagnetic modeling and performance analysis of a three-phase squirrel-cage induction motor under mixed eccentricity condition. Taylor and Francis Journal on Electromagnetic (Vol. 24/6).

Chen, R., Asharif, M. R., Ardekani, I. T., and Yamashita, K. (2004). A new class of acoustic echo cancelling by using correlation LMS algorithm for double-talk condition. IEICE Transactions on Fundamentals, Special Section Issue on Digital Signal Processing (Vol. E87-A/8).

Ardekani, I. T., Faiz, J., Lessani, H., and Nabavi-Razavi, M. (2004). Modeling and simulation of a silent-pole synchronous generator with dynamic eccentricity using modified winding function theory. IEEE Transaction on Magnetics (Vol. 40/3).

Faiz, J., Ardekani, I. T., and Toliyat , H. A. (2003). An evaluation of inductances of a squirrel-cage induction motor under mixed eccentric conditions. IEEE Transaction on Energy Conversion (Vol. 2/18).

Faiz, J., and Ardekani, I. T. (2002). Extension of winding function theory for non-uniform airgap of electric machinery. IEEE Transaction on Magnetics (Vol. 38/6).