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PUBLICATIONS

Edited Books
  1. Gungor A, Aydin N, Karahoca A, and Toklu Ç, Proceedings of E-Learning '07 Conference, 2007, Bahcesehir University Publications, Istanbul, TR. ISBN 978-975-6437-75-9
  2. Arslan T, Stoica A, Suess M, Keymeulen D, Higuchi T, Magness R, Aydin N, Erdogan AT, Proceedings - 2007 NASA/ESA Conference on Adaptive Hardware and Systems, 2007, IEEE Computer Soc., ISBN 0-7695-2866-X
  3. Stoica A, Arslan T, Suess M, Yalçın S, Keymeulen D, Higuchi T, Zebulum R, Aydin N, Proceedings - First NASA/ESA Conference on Adaptive Hardware and Systems, 2006, IEEE Computer Soc., ISBN 0-7695-2614-4
Book Chapters
  1. Chrysostomou C, Seker H, Aydin N, "Investigation into the Effects of an Individual Amino Acid on Protein Function by Means of a Resonant Recognition Model," Lecture Notes in Computer Science, Volume 6935, Convergence and Hybrid Information Technology, pp. 229-236, 2011. ISBN 978-3-642-24105-5
  2. Serbes G, Şakar CO, Aydin N, Kahya YP, "Effect of Different Window and Wavelet Types on the Performance of a Novel Crackle Detection Algorithm," Lecture Notes in Computer Science, Volume 6935, Convergence and Hybrid Information Technology, pp. 575-581, 2011. ISBN 978-3-642-24105-5.
  3. Karahoca A, Karahoca D, and Aydin N, "Benchmarking the Data Mining Algorithms with Adaptive Neuro-Fuzzy Inference System in GSM Churn Management," in Data Mining and Knowledge Discovery in Real Life Applications, Ed: Ponce J and Karahoca A, In-Tech Press, Vienna, pp. 438-451, 2009, ISBN 978-3-902613-53-0
  4. Aydin N, "Venous Air Embolism: Detection via Wavelet Transform," In Wiley Encyclopedia of Biomedical Engineering , Ed: Metin Akay, John Wiley & Sons, Inc., Hoboken, 2006, ISBN 978-0-471-24967-2
  5. Aydin N, "Time-frequency and time-scale analysis of embolic signals". In Mathematics of Signal Processing V, Ed: Mcwhirter JG and Proudler IK, Oxford University Press, Oxford, pp. 241-254, 2002, ISBN: 9780198507345
Journal Publications
  1. Kirtac K, Aydin N, Lavanchy JL, Beldi G, Smit M, Woods MS, Aspart F. Surgical Phase Recognition: From Public Datasets to Real-World Data. Applied Sciences. 2022; 12(17):8746. https://doi.org/10.3390/app12178746
  2. KAZMA, COŞKUN; LEVENT, VECDİ EMRE; ÇARDAK, MERVE; and AYDIN, NİZAMETTİN (2022) "Design and implementation of a low cost and portable tactile stimulator," Turkish Journal of Electrical Engineering and Computer Sciences: Vol. 30: No. 6, Article 26. https://doi.org/10.55730/1300-0632.3946
  3. Ilhan, H.O., Serbes, G. & Aydin, N. Decision and feature level fusion of deep features extracted from public COVID-19 data-sets. Appl Intell 52, 8551–8571 (2022). https://doi.org/10.1007/s10489-021-02945-8
  4. Sajjad Nematzadeh, Farzad Kiani, Mahsa Torkamanian-Afshar, Nizamettin Aydin, Tuning hyperparameters of machine learning algorithms and deep neural networks using metaheuristics: A bioinformatics study on biomedical and biological cases, Computational Biology and Chemistry, Volume 97, 2022, 107619, ISSN 1476-9271
  5. Betul Erdogdu Sakar, Gorkem Serbes, Nizamettin Aydin, Emboli detection using a wrapper-based feature selection algorithm with multiple classifiers, Biomedical Signal Processing and Control, Volume 71, Part A, 2022, 103080, ISSN 1746-8094.
  6. Hamza Osman Ilhan, Mecit Yuzkat, Nizamettin Aydin, Sperm Motility Analysis by using Recursive Kalman Filters with the smartphone based data acquisition and reporting approach, Expert Systems with Applications, Volume 186, 2021, 115774, ISSN 0957-4174, https://doi.org/10.1016/j.eswa.2021.115774.
  7. Lanjanian H, Nematzadeh S, Hosseini S, Torkamanian-Afshar M, Kiani F, Moazzam-Jazi M, Aydin N, Masoudi-Nejad A, "High-throughput analysis of the interactions between viral proteins and host cell RNAs", Computers in Biology and Medicine, Volume 135, 2021, 104611, ISSN 0010-4825, https://doi.org/10.1016/j.compbiomed.2021.104611.
  8. Mecit Yüzkat, Hamza Osman Ilhan, Nizamettin Aydin, Multi-model CNN fusion for sperm morphology analysis, Computers in Biology and Medicine, Volume 137, 2021, 104790, ISSN 0010-4825,https://doi.org/10.1016/j.compbiomed.2021.104790.
  9. YÜZKAT M, İLHAN HO, Aydin N. Effects of Color Space Transformations on Classification Performance of Sperm Morphology. Avrupa Bilim ve Teknoloji Dergisi. 2021(29):70-5.
  10. Ilhan H. O., Serbes G., Aydin N., "Automated sperm morphology analysis approach using a directional masking technique", Computers in Biology and Medicine, Volume 122,2020, 103845, ISSN 0010-4825, https://doi.org/10.1016/j.compbiomed.2020.103845.
  11. Ilhan, H.O., Sigirci, I.O., Serbes, G. et al. "A fully automated hybrid human sperm detection and classification system based on mobile-net and the performance comparison with conventional methods". Med Biol Eng Comput 58, 1047–1068 (2020). https://doi.org/10.1007/s11517-019-02101-y
  12. Elbir A.,  Aydin N., Music genre classification and music recommendation by using deep learning. Electronics Letters, 56(12),  627 – 629, 2020.DOI:  10.1049/el.2019.4202.
  13. Batur Dinler Ö, Aydin N, "An Optimal Feature Parameter Set Based on Gated Recurrent Unit Recurrent Neural Networks for Speech Segment Detection", Applied Sciences, 10(4):1273,2020.
  14. Ilhan H.O. & Aydin N. “Smartphone based sperm counting - an alternative way to the visual assessment technique in sperm concentration analysis”, Multimed Tools Appl, 79 (9), 6409-6435, 2019.
  15. Pashaei E, Pashaei E, & Aydin N, “Gene selection using hybrid binary black hole algorithm and modified binary particle swarm optimization”, Genomics, 111, 669-686, 2019
  16. Elbir A., İlhan H. O., Serbes G., Aydin N., The Implementation of Optimization Methods for Contrast Enhancement. International Journal of Computer Systems Science and Engineering, 34(2),  2019.
  17. İlhan H. O., Serbes G., Aydin N., Automatic directional masking technique for better sperm morphology segmentation and classification analysis. Electronics Letters, 55 (5), 256-258, 2019.
  18. Dinler Ö. B., Aydin N., Kurdish recognition system digit. The Online Journal of Science and Technology, 8(1), 101, 2018
  19. Dinler Ö. B., Aydin N., Extraction of the acoustic features of semi-vowels in the Kurdish language. The Online Journal of Science and Technology-April, 8(2), 2018
  20. Pashaei E, Aydin N, “Markovian encoding models in human splice site recognition using SVM”, Computational Biology and Chemistry, Vol. 73, 159-170, 2018
  21. Ilhan HO, Aydin N, “A novel data acquisition and analyzing approach to spermiogram tests”, Biomedical Signal Processing and Control, Vol. 41129-139, 2018 
  22. Wei Y, Avcı C, Liu J, Belezamo B, Aydin N, Li P, Zhou X, “Dynamic programming-based multi-vehicle longitudinal trajectory optimization with simplified car following models”, Transportation Research Part B: Methodological, Vol. 106, 102-129, 2017
  23. Pashaei E, Pashaei E, Ahmady M, Ozen M, Aydin N, “Meta-analysis of miRNA expression profiles for prostate cancer recurrence following radical prostatectomy”, PloS one, Vol. 12(6), 1-23, 2017
  24. Pashaei E, Aydin N, “Binary black hole algorithm for feature selection and classification on biological data”, Applied Soft Computing, Vol. 56, 94-106, 2017
  25. Tapkın TP, Osman O, Ergin T, Teomete U, Dandin Ö, Aydın N. Assesment of similarities between liver images to each other using scaling, rotation, and translation geometrical operations. IU-JEEE, 2017, Vol.17(1), 3101-3106, 2017
  26. Altay G, Kurt Z, Altay N, Aydin N. DepEst: an R package of important dependency estimators for gene network inference algorithms. bioRxiv. Jan 1:102871, 2017
  27. Pashaei, E., Ozen, M. & Aydin, N. Splice site identification in human genome using random forest. Health Technol. 7: 141. doi:10.1007/s12553-016-0157-z , 2017
  28. Pashaei E, Guzel E, Ozgurses ME, Demirel G, Aydin N, Ozen M, “A Meta-Analysis: Identification of Common Mir-145 Target Genes that have Similar Behavior in Different GEO Datasets”, PloS one, Vol. 11(9), 1-14, 2016
  29. Canbay F, Levent VE, Serbes G, Ugurdag HF, Goren S, Aydin N. Code generator for implementing dual tree complex wavelet transform on reconfigurable architectures for mobile applications. Healthcare Technology Letters. Sep 22;3(3):184-8, 2016
  30. Yavuz ZK, Aydin N, Altay G,. “Comprehensive review of association estimators for the inference of gene networks”, Turk J Elec Eng & Comp Sci, Vol. 24(3), 695-718, 2016
  31. Serbes G, Gulcur HO, Aydin N, “Directional dual-tree complex wavelet packet transforms for processing quadrature signals”, Medical & biological engineering & computing, Vol. 54(2-3), 295-313, 2016
  32. Serbes G, Sakar BE, Gulcur HO, Aydin N, “An emboli detection system based on Dual Tree Complex Wavelet Transform and ensemble learning”, Applied Soft Computing, Vol. 37, 87-94, 2015
  33. Sevil M, Elalmış N, Görgün H, Aydin N. Control of air conditioning with fuzzy logic controller design for smart home systems. Sigma. 33(3):439-63, 2015
  34. Chrysostomou C, Seker H, Aydin N, “CISAPS: complex informational spectrum for the analysis of protein sequences”, Advances in Bioinformatics, Vol 2015, 1-10, 2015
  35. Kurt Z, Aydin N, Altay G, “A comprehensive comparison of association estimators for gene network inference algorithms”,  Bioinformatics, Vol. 30(15), 2142-2149, 2014
  36. Sakar CO, Kursun O, Seker H, Gurgen F, Aydin N, Favorov O, “Combining multiple views: Case studies on protein and arrhythmia features”,  Engineering Applications of Artificial Intelligence, Vol. 28, 174-180, 2014
  37. Serbes G, Aydin N, “Denoising performance of modified dual-tree complex wavelet transform for processing quadrature embolic Doppler signals”, Medical & biological engineering & computing, Vol. 52(1), 29-43, 2014
  38. Serbes G, Sakar CO, Kahya YP, Aydin N, “Pulmonary crackle detection using time–frequency and time–scale analysis”, Digital Signal Processing, Vol. 23(3), 1012-1021, 2013
  39. Serbes G, Aydin N, “Modified dual tree complex wavelet transform for processing quadrature signals”, Biomedical Signal Processing and Control, Vol. 6(3), 301-306, 2011
  40. Kursun O, Sakar C O, Favorov O, Aydin N, Gurgen F, "Using covariates for improving the minimum Redundancy Maximum Relevance feature selection method", Turk J Elec Eng & Comp Sci, Vol.18(4), 2010
  41. Bale K, Chapman P, Barraclough N, Purdy J, Aydin N, and Dark P, "Kaleidomaps: a new technique for the visualization of multivariate time-series ". Information Visualization, Vol. 6; No. 2, 155-167, 2007.
  42. Temel T, Morgul A, Aydin N, "Signed higher-radix full-adder algorithm and implementation with current-mode multi-valued logic circuits ", IEE Proc-Circuits Devices Syst, Vol. 153(5), 489-496, 2006
  43. Aydin N, Arslan T, Cumming DRS, "Direct Sequence Spread-spectrum Communication System for Integrated Sensor Microsystems", IEEE Trans Inf Tech Biomed, 9(1), 4-12, 2005
  44. Aydin N, Marvasti F, Markus HS, "Embolic Doppler ultrasound signal detection using discrete wavelet transform", IEEE Trans Inf Tech Biomed, 8(2), 182-190, 2004
  45. Seker H, Evans DH, Aydin N, Yazgan E, "Compensatory fuzzy neural network based intelligent detection of abnormal neonatal cerebral Doppler ultrasound waveforms", IEEE Trans Inf Tech Biomed, 5(3), 187-194, 2001
  46. Aydin N, Markus HS, "Time-scale analysis of quadrature Doppler ultrasound signals", IEE Proceedings - Science, Measurement and Technology, 148(1), 15-22, 2001
  47. Aydin N, Markus HS, "Optimisation of processing parameters for the analysis and detection of embolic signals". European Journal of Ultrasound. 12, 1, 69-79, 2000   
  48. Aydin N, "Time varying filtering approach for simulation of ultrasonic Doppler signals". Journal of Computer Simulation & Modelling in Medicine. 1, 1, 67-76, 2000
  49. Aydin N, Markus HS, "Directional wavelet transform in the context of complex quadrature Doppler signals", IEEE Signal Processing Letters, 10(7), 278-280, 2000
  50. Aydin N, Padayachee S, Markus HS, "The use of the wavelet transform to describe embolic signals". Ultrasound Med Biol. 25(6), 953-958, 1999
  51. Moraes R, Aydin N, Evans DH, "The performance of three maximum frequency envelope detection algorithms for Doppler signals". Journal of Vascular Investigation. 1, 3, 126-134, 1995
  52. Aydin N, Evans DH, "A computerised arterial graft monitoring system". Journal of Vascular Investigation. 1, 2, 68-74, 1995
  53. Aydin N, Fan L, Evans DH, "Quadrature-to-directional format conversion of Doppler signals using digital methods", Physiol Meas, 15, 181-199, 1994
  54. Aydin N, Evans DH, "Implementation of directional Doppler techniques using a digital signal processor", Med Biol Eng Comput, 32, S157-S164, 1994
Conference Publications
  1. Y. Atahan, A. Elbir, A. Enes Keskin, O. Kiraz, B. Kirval and N. Aydin, "Music Genre Classification Using Acoustic Features and Autoencoders," 2021 Innovations in Intelligent Systems and Applications Conference (ASYU), 2021, pp. 1-5, doi: 10.1109/ASYU52992.2021.9598979.
  2. M. Yüzkat, H. O. Ilhan and N. Aydın, "Morphological Classification of Low Quality Sperm Images Using Deep Learning Networks," 2020 Medical Technologies Congress (TIPTEKNO), 2020, pp. 1-4, doi: 10.1109/TIPTEKNO50054.2020.9299318.
  3. Pashaei E., Pashaei E., Aydin N. (2021) Hybrid Krill Herd Algorithm with Particle Swarm Optimization for Image Enhancement. In: Kahraman C., Cevik Onar S., Oztaysi B., Sari I., Cebi S., Tolga A. (eds) Intelligent and Fuzzy Techniques: Smart and Innovative Solutions. INFUS 2020. Advances in Intelligent Systems and Computing, vol 1197. Springer, Cham. https://doi.org/10.1007/978-3-030-51156-2_166
  4. Kazma C, Levent VE, Aydin N. (2019, July). Design and Development of a New Tactile Stimulator. In 2019 NASA/ESA Conference on Adaptive Hardware and Systems (AHS) (pp. 55-60), IEEE.
  5. Elbir A, Çam HB, Iyican ME, Öztürk B, Aydin N. (2018, October). Music Genre Classification and Recommendation by Using Machine Learning Techniques. In 2018 Innovations in Intelligent Systems and Applications Conference (ASYU) (pp. 1-5). IEEE.
  6. Elbir, A., İlhan, H. O., Serbes, G., & Aydın, N. (2018, April). Short Time Fourier Transform based music genre classification. In 2018 Electric Electronics, Computer Science, Biomedical Engineerings' Meeting (EBBT) (pp. 1-4). IEEE.
  7. Ilhan HO, Sigirci IO, Serbes G, Aydin N. (2018, September). The Effect of Nonlinear Wavelet Transform Based De-noising in Sperm Abnormality Classification. In 2018 3rd International Conference on Computer Science and Engineering (UBMK) (pp. 658-661). IEEE.
  8. Ilhan HO, Serbes G, Aydin N. (2018, July). The effects of the modified overlapping group shrinkage technique on the sperm segmentation in the stained images. In 2018 41st International Conference on Telecommunications and Signal Processing (TSP) (pp. 1-4). IEEE.
  9. Ilhan HO, Serbes G, Aydin N. (2018, July). Dual Tree Complex Wavelet Transform Based Sperm Abnormality Classification. In 2018 41st International Conference on Telecommunications and Signal Processing (TSP) (pp. 1-5). IEEE.
  10. Elbir A, İlhan, HO, Serbes G, & Aydin N. (2018, April). Short Time Fourier Transform based music genre classification. In 2018 Electric Electronics, Computer Science, Biomedical Engineerings' Meeting (EBBT) (pp. 1-4). IEEE.
  11. Çam, H. B., Akçakoca, S., Elbir, A., Ilhan, H. O., & Aydın, N. (2018, April). The performance evaluation of the Cat and Particle Swarm Optimization Techniques in the image enhancement. In 2018 Electric Electronics, Computer Science, Biomedical Engineerings' Meeting (EBBT) (pp. 1-4). IEEE.
  12. Serbes G, Aydin N. Resonance based pre-processing method for eliminating artifacts in Doppler ultrasound signals. In Signal Processing and Communications Applications Conference (SIU), 2017 25th 2017 May 15 (pp. 1-4). IEEE.
  13. Tarhan, H. H., & Aydin, N. (2017, October). Copying case detection with data mining. In Computer Science and Engineering (UBMK), 2017 International Conference on (pp. 430-434). IEEE.
  14. İlhan, H. O., & Aydin, N. (2017, September). The contribution of DSP integration to ARM cores in SBCs for the video decoding process. In 2017 IEEE International Conference on Power, Control, Signals and Instrumentation Engineering (ICPCSI) (pp. 3128-3131). IEEE.
  15. Kazma, C., & Aydin, N. (2017, September). A microcontroller based system for measuring the central neural system response. In 2017 IEEE International Conference on Power, Control, Signals and Instrumentation Engineering (ICPCSI) (pp. 320-324). IEEE.
  16. Kaleli, F., & Aydin, N. (2017, September). Object detection on deformable surfaces using local feature sets. In 2017 IEEE International Conference on Power, Control, Signals and Instrumentation Engineering (ICPCSI) (pp. 185-189). IEEE.
  17. Palabas T, Osman O, Ergin T, Teomete U, Dandin O, Aydin N. Karaciǧer görüntülerinin geometrik dönüşüm yöntemleri kullanilarak benzerliklerinin deǧerlendirilmesi. In 2016 Medical Technologies National Conference, TIPTEKNO 2016 2017 Feb 23. IEEE.
  18. Pashaei E, Yilmaz A, Aydin N. A combined SVM and Markov model approach for splice site identification. In 6th International Conference on Computer and Knowledge Engineering (ICCKE), 2016 (pp. 200 - 204). IEEE.
  19. Pashaei E, Ozen M, Aydin N. Biomarker discovery based on BBHA and AdaboostM1 on microarray data for cancer classification. In Engineering in Medicine and Biology Society (EMBC), 2016 IEEE 38th Annual International Conference of the 2016 Oct 18 (pp. 3080-3083). IEEE.
  20. Pashaei E, Yilmaz A, Ozen M, Aydin N. A novel method for splice sites prediction using sequence component and hidden Markov model. In Engineering in Medicine and Biology Society (EMBC), 2016 IEEE 38th Annual International Conference of the 2016 Oct 18 (pp. 3076-3079). IEEE.
  21. Serbes G, Aydin N. Analysis of embolic signals with directional dual tree rational dilation wavelet transform. In Engineering in Medicine and Biology Society (EMBC), 2016 IEEE 38th Annual International Conference of the 2016 Oct 18 (pp. 3821-3824). IEEE.
  22. Pashaei E, Ozen M, Aydin N. Splice sites prediction of human genome using AdaBoost. In2016 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) 2016 Feb 24 (pp. 300-303). IEEE.
  23. Pashaei E, Ozen M, Aydin N. Gene selection and classification approach for microarray data based on Random Forest Ranking and BBHA. In2016 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) 2016 Feb 24 (pp. 308-311). IEEE.
  24. Palabaş T, Osman O, Ergin T, Teomete U, Dandin Ö, Aydın N. Determining the right abdomen region border for the injured liver segmentation. In Electric Electronics, Computer Science, Biomedical Engineerings' Meeting (EBBT), 2016 Apr 26 (pp. 1-4). IEEE.
  25. Pashaei E, Ozen M, Aydin N. Random Forest in Splice Site Prediction of Human Genome. InXIV Mediterranean Conference on Medical and Biological Engineering and Computing, 2016 (pp. 518-523). Springer. DOI: 10.1007/978-3-319-32703-7_100
  26. Canbay F, Levent VE, Serbes G, Ugurdag HF, Goren S, Aydin N. A Multi-channel Real Time Implementation of Dual Tree Complex Wavelet Transform in Field Programmable Gate Arrays. InXIV Mediterranean Conference on Medical and Biological Engineering and Computing, 2016 (pp. 114-118). Springer.
  27. Pashaei E, Ozen M, Aydin N. An application of black hole algorithm and decision tree for medical problem. In Bioinformatics and Bioengineering (BIBE), 2015 IEEE 15th International Conference on 2015 Nov 2 (pp. 1-6). IEEE.
  28. Canbay F, Levent VE, Serbes G, Ugurdag HF, Goren S, Aydin N. An area efficient real time implementation of dual tree complex wavelet transform in field programmable gate arrays. In Bioinformatics and Bioengineering (BIBE), 2015 IEEE 15th International Conference on 2015 Nov 2 (pp. 1-5). IEEE.
  29. Serbes G, Sakar BE, Aydin N. A micro emboli vs non-emboli classification system based on the directional dual tree rational dilation wavelet transform. In Bioinformatics and Bioengineering (BIBE), 2015 IEEE 15th International Conference on 2015 Nov 2 (pp. 1-5). IEEE.
  30. Pashaei E, Ozen M, Aydin N. Improving medical diagnosis reliability using Boosted C5. 0 decision tree empowered by Particle Swarm Optimization. In 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2015 Aug 25 (pp. 7230-7233). IEEE.
  31. Serbes G, Gulcur HO, Aydin N. Directional dual-tree rational-dilation complex wavelet transform. In 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society 2014 Aug 26 (pp. 1465-1468). IEEE.
  32. Serbes G, Gulcur HO, Aydin N. Symmetrical directional dual-tree complex wavelet packet transform. In2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society 2014 Aug 26 (pp. 820-823). IEEE.
  33. Kurt, Z.; Aydin, N.; Altay, G., "Influence of the Copula Transform on the Association Estimators for Gene Network Inference”, International Conference on Applied Informatics for Health and Life Sciences AIHLS 2013, Istanbul, Turkiye
  34. Kurt, Z.; Aydin, N.; Altay, G., "Impacts of the different spline orders on the B-spline association estimator," Bioinformatics and Bioengineering (BIBE), 2013 IEEE 13th International Conference on , vol., no., pp.1,6, 10-13 Nov. 2013 , doi: 10.1109/BIBE.2013.6701663
  35. Gençer M, Bilgin G, Aydin N. Embolic Doppler ultrasound signal detection via fractional Fourier transform. In2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2013 Jul 3 (pp. 3050-3053). IEEE.
  36. Serbes, G.; Aydin, N.; Gulcur, H.O., "Directional dual-tree complex wavelet packet transform," Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE , vol., no., pp.3046,3049, 3-7 July 2013, doi: 10.1109/EMBC.2013.6610183
  37. Serbes, G.; Sakar, C.O.; Kahya, Y.; Aydin, N., "Pulmonary crackle detection using time-frequency analysis," Signal Processing and Communications Applications Conference (SIU), 2012 20th , vol., no., pp.1,4, 18-20 April 2012, doi: 10.1109/SIU.2012.6204591
  38. Serbes, G. ; Aydin, N., "Embolic Doppler ultrasound signal detection using modified dual tree complex wavelet transform," Biomedical and Health Informatics (BHI), 2012 IEEE-EMBS International Conference on, pp. 945    - 947, 5-7 Jan. 2012.
  39. Serbes, G., Şakar, C. O., Aydin, N., Kahya, Y. P., " Feature Extraction Using Time-Frequency/Scale Analysis and Ensemble of Feature Sets for Crackle Detection," Engineering in Medicine and Biology Society (EMBC), 2011 Annual International Conference of the IEEE , vol., no., pp. 3314- 3314, Aug. 30 2011-Sept. 3 2011.
  40. Serbes, G., Aydin, N., " Symmetrical Modified Dual Tree Complex Wavelet Transform for Processing Quadrature Doppler Ultrasound Signals," Engineering in Medicine and Biology Society (EMBC), 2011 Annual International Conference of the IEEE , vol., no., pp. 4816- 4819, Aug. 30 2011-Sept. 3 2011.
  41. Chrysostomou, C., Seker, H., Aydin, N., " Effects of windowing and zero-padding on Complex Resonant Recognition Model for protein sequence analysis," Engineering in Medicine and Biology Society (EMBC), 2011 Annual International Conference of the IEEE, vol., no., pp. 4955- 4958, Aug. 30 2011-Sept. 3 2011.
  42. Serbes, G., Aydin, N., "Denoising performance of modified dual tree complex wavelet transform," Information Technology and Applications in Biomedicine (ITAB), 2010 10th IEEE International Conference on , vol., no., pp.1-4, 3-5 Nov. 2010.
  43. Chrysostomou, C., Seker, H., Aydin, N., Haris, P.I., "Complex Resonant Recognition Model in analysing Influenza a virus subtype protein sequences," Information Technology and Applications in Biomedicine (ITAB), 2010 10th IEEE International Conference on , vol., no., pp.1-4, 3-5 Nov. 2010.
  44. Serbes, G.; Aydin, N.; , "Denoising embolic Doppler ultrasound signals using Dual Tree Complex Discrete Wavelet Transform," Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE , vol., no., pp.1840-1843, Aug. 31 2010-Sept. 4 2010.
  45. Orun, A.B.; Aydin, N.; , "Variable optimisation of medical image data by the learning Bayesian Network reasoning," Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE , vol., no., pp.4554-4557, Aug. 31 2010-Sept. 4 2010.
  46. Sakar CO, Kursun O, Seker H, Gurgen F, Aydin N, Favorov OV, "Parallel interacting multiview learning: An application to prediction of protein sub-nuclear location," Information Technology and Applications in Biomedicine, 2009. ITAB 2009. 9th International Conference on, vol., no., pp.1-4, 4-7 Nov. 2009.
  47. Serbes G, Aydin N, "A complex discrete wavelet transform for processing quadrature Doppler ultrasound signals," Information Technology and Applications in Biomedicine, 2009. ITAB 2009. 9th International Conference on, vol., no., pp.1-4, 4-7 Nov. 2009.
  48. Aydin N, Arslan T, "Review of Communication Systems for Ingestible Miniaturized Integrated Sensor Microsystems," Advanced Technologies for Enhanced Quality of Life, 2009. AT-EQUAL '09. , vol., no., pp.91-95, 22-26 July 2009.
  49. Yang Z, Karahoca A, Yang N, Aydin N, "Network intrusion detection by using cellular neural network with tabu search". ECSIS Symposium on Bio-inspired, Learning, and Intelligent Systems for Security (BLISS-2008), Edinburgh, August 2008
  50. Aydin N, Arslan T, "Analysis and Optimization of a Wireless Communication System for an Ingestable Sensor Microsystem". Frontiers in the Convergence of Bioscience and Information Technologies (FBIT 2007), Jeju Island, October 2007.
  51. Karahoca A, Aydin N, "Benchmarking of Data Mining Techniques for Emboli Detection". Frontiers in the Convergence of Bioscience and Information Technologies (FBIT 2007), Jeju Island, October 2007.
  52. Karahoca A, Aydin N, "GSM Churn Management Using and Adaptive Neuro-Fuzzy Inference System". International Conference on Intelligent Pervasive Computing (IPC 2007), Jeju Island, October 2007.
  53. Karahoca A, Karahoca D, Yengin İ, Aydin N, Güngör A, "Usability Evaluation of a Meta-Cognitive Tool". e-Learning conference '07, Istanbul, August 2007.
  54. Karahoca A, Karahoca D, Ince IF, Gökçeli R, Aydın N, Güngör A, " Intelligent Question Classification for e-learning by ANFIS ". e-Learning conference '07, Istanbul, August 2007.
  55. Salman YB, Karahoca A, Kim JY, Aydin N, Güngör A  , " A Research Study: Mobile Learning in South Korea ". e-Learning conference '07, Istanbul, August 2007.
  56. Aydin N, "DWT Based Adaptive Threshold Determination in Embolic Signal Detection ". Proc. NASA/ESA Conference on Adaptive Hardware and Systems (AHS-2007), Edinburgh, August 2007.
  57. Temel T, Aydin N, "A threshold free clustering algorithm for robust, unsupervised classification ". ECSIS Symposium on Bio-inspired, Learning, and Intelligent Systems for Security (BLISS-2007), Edinburgh, August 2007
  58. Karahoca A, Kucur T, Aydin N, "Data Mining Usage in Emboli Detection". ECSIS Symposium on Bio-inspired, Learning, and Intelligent Systems for Security (BLISS-2007), Edinburgh, August 2007
  59. Kaleli F, Aydin N, Ertas G, Gulcur HO, "An Adaptive Approach to the Segmentation of DCE-MR Images of the Breast: Comparison with Classical Thresholding Algorithms", IEEE Symposium on Computational Intelligence in Image and Signal Processing (CIISP 2007), 1-5 April 2007 Page(s):375 – 379.
  60. Temel T, Aydin N, "A novel information-theoretic clustering algorithm for robust, unsupervised classification". 9th International Symposium on Signal Processing and Its Applications (ISSPA2007), Sharjah, February, 2007.
  61. Aydin N, "Processing of Complex Quadrature Signals". ECSIS Symposium on Intelligent Systems for Defense and Security (ISDS), Iasi, September 2006.
  62. Kaleli F, Aydin N, "A Region based thresholding Algorithm for Segmenting of Axial MR Breast Images ". Europian Conference on Intelligent Systems and Technologies (ECIT 2006), Iasi, September 2006.
  63. Bale K, Chapman P, Purdy J, Aydin N, Dark P, "Kaleidomap Visualizations of Cardiovascular Function in Critical Care Medicine". International Conference on Medical Information Visualisation--BioMedical Visualisation (MedVis'06), 51-58, 2006.
  64. Aydin N, "Choice of Wavelet Function in Detection of Embolic Signals Using Discrete Wavelet Transform ". Proc. 5th Annual IEEE EMBS Special Topic Conference on Information Technology Applications in Biomedicine (ITAB2006), Ioannina, September 2006.
  65. Aydin N, Arslan T, "Power Driven Reconfigurable Complex Continuous Wavelet Transform". Proc. 1st NASA/ESA Conference on Adaptive Hardware and Systems (AHS-2006), Istanbul, 109 – 113, June 2006
  66. Wang L, Aydin N, Astaras A, Ahmadian M, Hammond PA,  Tang TB, Johannessen E, Arslan T, Beaumont SP, "A Sensor System on Chip for Wireless Microsystems". IEEE 2006 International Symposium on Circuits and Systems (ISCAS 206), Kos, May 2006.
  67. Revett K, Aydin N, "Attribute Extraction and Classification Using Rough Sets on a Lymphoma Dataset". Proc. International Symposium on Health Informatics and Bioinformatics (HIBIT 2005), Antalya, 93-97, November 2005.
  68. Aydin N, "A Fourier Domain Method for Recovering SSB Signals from Baseband Equivalents". Proc. 9th International Research/Expert Conference - Trends in The Development of Machinery and Associated Technologies (TMT 2005), Antalya, 1483-1486, September 2005.
  69. Aydin N, "Complex Wavelet Transform for Processing Complex Quadrature Doppler Signals". Proc. International Workshop on Applications of Wavelets to Real World Problems(IWW 2005), Istanbul, 221-232, July 2005.
  70. Pai A, Khawam S, Aydin N, Arslan T, Benkrid K, "A 2-D systolic motion estimation architecture on a domain-specific reconfigurable substrate ". Irish Signals and Systems Conference (ISSC'04), Belfast, June-July 2004.
  71. Temel T, Morgul A, Aydin N, "A novel signed higher-radix full-adder algorithm and implementation with current-mode multi-valued logic circuits". IEEE Euromicro Symposium on Digital System Design, Paris, 80-87, September 2004.
  72. Khawam S, Baloch S, Pai A, Ahmed I, Aydin N, Arslan T, Westall F, “Efficient Implementations of Mobile Video Computations on Domain-Specific Reconfigurable Arrays ". Design, Automation and Test in Europe Conference (DATE 04), Paris, 1230-1235, February 2004.
  73. Aydin N, Astaras A, Wang L, Arslan T, Murray AF, Beamont SP, Cumming DRS, “Design and implementation considerations for an advanced wireless interface in miniaturized integrated sensor microsystems". 25th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Cancun, 3400-3402, September 2003.
  74. Aydin N, Arslan T, Cumming DRS, "The design of optimized programmable transmitter and receiver architectures for an integrated sensor microsystem". 16th Annual IEEE International ASIC/SOC Conference, Portland, 71-74, September 2003.
  75. Aydin N, Arslan T, Cumming DRS, "Power/area analysis and optimization of a DS-SS receiver for an integrated sensor microsystem". IEEE Euromicro Symposium on Digital System Design, Antalya, 402-408, September 2003.
  76. Aydin N, "Frequency and Scale Domain Analysis of Complex Quadrature Embolic Doppler Ultrasound Signals". IEEE 3rd International Symposium on Image and Signal Processing and Analysis, Rome, 888-891, September 2003.
  77. Aydin N, Arslan T, Murray AF, "Identification and Detection of Embolic Doppler Signals Using DWT and Fuzzy Logic". Proc. International Fuzzy systems World Congress (IFSA 2003), Istanbul, 119-122, June 2003.
  78. Aydin N, Arslan T, Cumming DRS, "Direct sequence CDMA based wireless interface for an integrated sensor microsystem". Proc. 4th Annual IEEE EMBS Special Topic Conference on Information Technology Applications in Biomedicine (ITAB2003), Birmingham, 370-373, April 2003.
  79. Astaras A, Ahmadian M, Aydin N, Cui L, Johannessen E, Tang TB, Wang L, Arslan T, Beaumont SP, Flynn BW, Murray AF, Reid SW, Yam P, Cooper JM, and Cumming DRS, "A miniature integrated electronics sensor capsule for real-time monitoring of the gastrointestinal tract (IDEAS)". Proc. of the IEEE ICBME Conference, Singapore, December 2002.
  80. Johannessen EA, Tang TB, Wang L, Cui L, Ahmadian M, Aydin N, Astaras A, Murray AF, Flynn BW, Arslan T, Beaumont SP, Cumming DRS, and Cooper JM, "An ingestible electronic pill for real time analytical measurements of the gastrointestinal tract". Proc.of the mTAS 2002 Symposium, Japan, 181-183, 2002.
  81. Aydin N, Arslan T, Cumming DRS, "Design and implementation of a spread spectrum based communication system for an ingestible capsule". Proc. 24th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Houston, 1773-1774, 2002.
  82. Aydin N, Marvasti F, Markus HS, "Effect of wavelet denoising on time-frequency and time-scale analysis of quadrature embolic signals". Proc. 24th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Houston, 80-81, 2002.
  83. Aydin N, Purdy J, Dark P, "Localizing systolic ejection within a trans-esophageal CW Doppler ultrasound aortovelographic vaweform". Proc. 24th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Houston, 1315-1316, 2002.
  84. Aydin N, Arslan T, Cumming DRS, "A spread spectrum based communication system for an integrated sensor microsystem". Proc. 15th Annual IEEE International ASIC/SOC Conference, Rochester, 336-340, 2002.
  85. Aydin N, Marvasti F, Markus HS, "Detection and estimation of embolic Doppler signals using discrete wavelet transform". Proc. IEEE ICASSP 2001, Salt Lake City, 1049-1052, 2001.
  86. Seker H, Evans DH, Yazgan E, Aydin N, Naguip RG, "Intelligent detection of abnormal neonatal cerebral haemodynamics in a neonatal intensive care environment". Proc. 23rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Istanbul, 1612 -1614, 2001.
  87. Aydin N, Markus HS, "Time-frequency and time-scale analysis of embolic signals". Proc. 5th IMA International Conference on Mathematics in Signal Processing, Warwick, December 2000.
  88. Aydin N, Markus HS, "A comparison of time-frequency and time-scale analysis of embolic signals". Proc. 14TH International Conference on Systems Engineering (ICSE 2000), Coventry, 28-30, 2000.
  89. Aydin N, Markus HS, "Optimisation of processing parameters for the analysis and detection of embolic signals". Proc. 14TH International Conference on Systems Engineering (ICSE 2000), Coventry, 31-35, 2000.
  90. Aydin N, Markus HS, "Wavelet analysis of quadrature Doppler ultrasound signals". Proc. IEE International Conference on Medical Signal and Information Processing (MEDSIP '2000). Bristol, 251-256, 2000.
  91. Aydin N, Markus HS, "The use of the wavelet transform to describe embolic signals". Cerebrovasc Dis. 9, supl. 2, S7, 1999. European Society of Neurosonology and Cerebral Hemodynamics 4th Meeting, Venice, April 1999.
  92. Aydin N, Markus HS, "Analysis of low intensity embolic signals using wavelet transform". Proc. 3rd International Workshop on Biosignal Interpretation (BSI99), Chicago, 257-260, 1999.
  93. Aydin N, Markus HS, "Detection of embolic signals using wavelet transform". Proc. IEEE-EURASIP Workshop on Non-linear Signal and Image Processing (NSIP’99), vol 2, Antalya, 774-778, 1999.
  94. Seker H, Aydin N, Yazgan E, "Wavelet based signal reconstruction for quadrature signals in Doppler ultrasound". Proc. the IEEE 2nd International Conference, Biomedical Engineering Days, Istanbul, 60-61, May 1998.
  95. Aydin N, Evans DH, "A fast frequency domain algorithm for decoding quadrature Doppler signals". Proc. 18th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Amsterdam, vol 18, 993-994, 1996.
  96. Evans DH, Aydin N, Thrush AJ and Nydahl S, "A computerised arterial graft monitoring system". Proc. 5th International Conference on Biomedical Engineering, Singapore, 294-296, December 1994.
  97. Serbes G, Şakar CO, Kahya Y, Aydın N. Pulmonary crackle detection using time-frequency analysis. In2012 20th Signal Processing and Communications Applications Conference (SIU) 2012 Apr 18 (pp. 1-4). IEEE.
  98. Serbes G, Kocatürk M, Gülçür HÖ, Aydın N. Extracellular spike detection with resonance based signal decomposition. In2012 20th Signal Processing and Communications Applications Conference (SIU) 2012 Apr 18 (pp. 1-4). IEEE.
  99. Serbes, G., Aydin, N., "Denoising embolic Doppler signals using modified complex discrete wavelet transform," Signal Processing and Communications Applications (SIU), 2011 IEEE 19th Conference on , vol., no., pp.566-569, 20-22 April 2011.
  100. Ceylan M, Özbay Y, Aydin N, "Kompleks Değerli Yapay Sinir Ağı Kullanılarak Embolik Doppler Ultrason Sinyallerinin Dedeksiyonu". Proc. Biyomut 2006, National Biomedical Engineering Meeting, Istanbul, May 2006.
  101. Ceylan M, Özbay Y, Aydin N, "Kompleks Değerli Yapay Sinir Ağı Kullanılarak Doppler Sinyallerinden Yön Bilgisinin Çıkarılması". Proc. Biyomut 2005, National Biomedical Engineering Meeting, Istanbul, May 2005.
  102. Ardogan M, Aydin N, "Simulation of time varying filter implementation". Proc. IEEE Turkish Chapter Signal Processing and Applications Conference (SIU'98), Ankara, 519-524, 1998.
  103. Kisacik M, Aydin N, "Maximum frequency envelope detection from Doppler ultrasound sonograms". Proc. IEEE Turkish Chapter Signal Processing and Applications Conference (SIU'98), Ankara, 1998.
  104. Aydin N, "Decoding directional information encoded in quadrature signals in frequency domain". Proc. IEEE Turkish Chapter Signal Processing and Applications Conference (SIU'97), Kusadasi, 190-195, 1997.
  105. Aydin N, "A geometric method for detection of maximum frequency envelope". Proc. IEEE Turkish Chapter Signal Processing and Applications Conference (SIU'97), Kusadasi, 110-114, 1997.
  106. Aydin N, Gedikbey B, Aydin OB, Ardogan M, "Digital signal processing methods for decoding quadrature Doppler signals". Proc. IEEE Turkish Chapter Signal Processing and Applications Conference (SIU '96), Kemer, 269-274, 1996.
  107. Aydin N, "Design and implementation of a computerised arterial graft monitoring system". Proc. Biyomut 95, National Biomedical Engineering Meeting, Istanbul, 130-133, 1995.
  108. Aydin N. Advances in Biomedical Signal Processing. AIHLS2013. 2013.
  109. Astaras A, Ahmadian M, Aydin N, Farooq I, Holgate M , Johannessen E, Tang TB, Wang L, Arslan T, Beaumont SP, Casey J, Cooper JM, Dickman P, Flynn BW, Murray AF, "IDEAS: Miniature Lab-in-a-pill sensor system", The SET for Britain Conference, 2001.
  110. Aydin N, Markus HS, "Analysis of low intensity embolic signals using continuous wavelet transform". St George's Cardiovascular Research Group 6th Research Open Day, London, October 2000.
  111. Aydin N, Marvasti F, Markus HS, "Embolic signal detection and classification using discrete wavelet transform". St George's Cardiovascular Research Group 6th Research Open Day, London, October 2000.
  112. Aydin N, Ardogan M, "Time varying filtering approach for simulation of ultrasonic Doppler signals". Simulation and Modelling Techniques Applied to Medicine Meeting, London, November 1999.
  113. Aydin N, Markus HS, "Detection of embolic signals using wavelet transform". Wavelets: The Key to Intermittent Information, Discussion Meeting, The ROYAL SOCIETY, London, February 1999.
  114. Thrush AJ, Aydin N, Nydahl S and Evans DH, "A new on - line automated system for monitoring lower limb bypass grafts". EURODOP 94, Oxford, 1994.
PhD Theses:
     Computerized Graft Monitoring

Last Updated 17.05.2021

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