1. SP.Chokkalingam and Brahim Belhaouari Samir, “Supervised Classification of Clinical Data for Early Diagnosis of Coronary Artery Disease.” International Journal of Pure and Applied Mathematics, Volume 119 No. 17, 1031-1042, 2018.

  1. Brahim Belhaouari Samir, Clustered visualization of 12-lead electrocardiography signal: an approach to cardiac arrhythmia diagnosis using ensemble classifier, Accepted in journal of Biomed Research, Sept.1, 2016

  1. SP.Chokkalingam and Brahim Belhaouari Samir, “ DIAGNOSIS OF CORONARY DISEASE USING DATA MINING TECHNIQUES.” International Journal of Pure and Applied Mathematics, Volume 119 No. 17, 3051-3059, 2018.

  1. Supervised Classification of Clinical Data for Early Diagnosis of Coronary Artery Disease

  1. Noreen Kausar, Brahim Belhaouari Samir, Ramil Kuleev, “Lung cancer detection using supervised classification with cluster variability on Radiographs Data.” ARPN Journal of Engineering and Applied Sciences Vol. 10, No. 20, Novembre, 2015

http://www.arpnjournals.org/jeas/research_papers/rp_2015/jeas_1115_2867.pdf

  1. Javed I. and Brahim Belhaouari Samir, “Computational Technique for an Efficient Classification of Protein Sequences with Distance-based Sequence Encoding Algorithm, “ International journal of Computational Intelligence , April 2015, Impact Factor: 0.673

http://onlinelibrary.wiley.com/doi/10.1111/coin.12069/abstract

  1. Abdon Atangana, and Samir Brahim Belhaouari, “Partial Fractional Equations and Their Applications“, Mathematical Problems in Engineering, vol. 2015, Article ID 387205, 1 pages, 2015. (Impact Factor 1.383), http://dx.doi.org/10.1155/2015/387205

  1. Noreen Kausar, Azween Abdullah, Brahim Belhaouari Samir, Sellapan Palaniappan, Bandar Saeed AlGhamdi, and Nilanjan Dey, “Ensemble Clustering Algorithm with Supervised Classification of Clinical Data for Early Diagnosis of Coronary Artery Disease,” Journal of Medical Imaging and Health Informatics. (Accepted December 28, 2014) [Impact Factor 0.64]

  1. Noreen Kausar, Azween Abdullah, Brahim Belhaouari Samir, Sellapan Palaniappan, Bandar Saeed AlGhamdi, and Nilanjan Dey, “Optimized Support Vector Machine Ensembled with Clustering for Detecting Heart Disease,” Journal of Theoretical and Applied Information Technology (Accepted 2014) [Scopus]

  1. Samir Brahim Belhaouair and R. F. Kuleev, “ On a New Approach to the Automated Detection of Thoracic Organs Diseases Using the Spot Feature in the Analysis of Digital X- Ray Images“, Applied Mathematical Sciences, Vol. 8, 2014, no. 164, 8171 – 8177, HIKARI Ltd. http://dx.doi.org/10.12988/ams.2014.410841

  1. Ibrahima Faye, Muhammad Javed Iqbal, Abas Md Said, and Brahim Belhaouari Samir, “Computational intelligence techniques for biological data mining: An overview”, American Institute of Physics Proc. (AIP) 1621, 132 (2014), doi: 10.1063/1.4898457 http://dx.doi.org/10.1063/1.4898457

  1. Noreen Kausar Samir Brahim Belhaouari, “ Efficient Intruction Detection System Based on Support Vector Machines using Kernel Function”, Journal of Theoretical and Applied Information Technology 10 February 2014 — Vol. 60. No. 1 – 2014

http://www.jatit.org/volumes/Vol60No1/8Vol60No1.pdf

  1. Omar Kassem Khalil and Brahim Belhaouari Samir, “Comparison Between Normalized Databases Implemented With Different Database Systems”, Advanced Materials Research Vols. 774-776 (2013) pp 1827-1832.

http://www.scientific.net/AMR.774-776.1827

  1. Brahim Belhouari Samir and Aissa Boudjell, “Handwritten Character Recognition Based on a Multiple Fermat’s Spiral”, Advanced Materials Research Vols. 774-776 (2013) pp 1629-1635. https://www.scientific.net/AMR.774-776.1629

  1. Maythem K. Abbas, Mohd Noh Karsiti, Brahim Belhaouari Samir, “Integrated Self-Organized Traffic Light Controllers for Signalized Intersections”, International Review of Automatic Control (I.RE.A.CO.), Vol. 6, n. 4. July 2013

http://www.praiseworthyprize.com/journals/IREACO_issues.html

  1. Hamada R. H. and Brahim Belhaouari Samir, “A Statistical Feature Selection Method for Lung Cancer Classification in CT Scans‘’, American Institute of Physics Proc. 1558, 2524 October 2013.

http://connection.ebscohost.com/c/articles/91552067/statistical-feature-selection-method-lung-cancer-classification-ct-scans

  1. Aiman Moyaid and Brahim Belhaouari Samir, “Outlier Detection Scoring Measurements Based on Frequent Pattern Technique”, Maxwell Scientific Organization, Research Journal of Applied Sciences, Engineering and Technology, 6(8): 1340-134, July 2013. http://maxwellsci.com/print/rjaset/v6-1341-1347.pdf

  1. E. Saeid, et al, Brahim Belhaouari Samir, “Efficient Per-antenna Signal to Leakage Plus noise Ratio Precoding for Multiuser Multiple Input Multiple Output System,” Research Journal of Applied Sciences, Engineering and Technology vol. 4(15): 2489-2495, August 2012.

  1. Muhammad Javed Iqbal, Brahim Belhaouari Samir, M.Y Aalsalem, “Computer Aided System for Biological Data Mining of Protein Sequences”, Wulfenia Journal, 19(10), pp234-246, October 2012.

  1. Muhammad Javed Iqbal, Brahim Belhaouari Samir, M.Y Aalsalem, “Computational Techniques for Classification of Protein Sequences: A Review”, Archives Des Sciences Journal, 65(9), pp361-367, September 2012.

  1. Hamada R. and Brahim Belhaouari Samir, “A comparison of wavelet and curvelet for lung cancer diagnosis with a new cluster K-nearest neighbor classifier”, Mathematical Methods for Information Science & economics Proceeding of 17th WSEAS International Conference on Applied Mathematics (AMATH’12), pp212-217, Montreux Switzerland, December 29-31, 2012.

  1. Saima Hassan, Jafreezal Jaafar, Brahim Belhaouari Samir, “A Hybrid Fuzzy Time Series Model for Forecasting,” Journal of Engineering Letters, International Association of engineers (IAENG), Volume 20 Issue 1, Pages 88-93, February 2012.

  1. Elsadig Saeid, Brahim Belhaouari Samir, “Efficient PA-SLNR Linear Precoding For Multiuser Multiple Input Multiple Output System,” Research Journal of Applied Sciences, Engineering and Technology 4(15): 2489-2495, 2012

http://www.maxwellsci.com/print/rjaset/v4-2489-2495.pdf

  1. Noreen Kausar and Brahim Belhaouari Samir, “Application of Support Vector Machines in Intrusion Detection System Using Optimized Kernel Function,” Applied Mathematics & Information Sciences (AMIS), 2012.

http://www.multidisciplinarywulfenia.org/auto/index.php/archive/part/19/10/1/?currentVol=19&currentissue=10

  1. Brahim Belhaouari Samir, Amal S. Osman Ali, and Nadir Nourain, “Face localization using template matching method based on new statistical metrics‘’, American Institute of Physics Proc. 1482, pp. 85-90, September 2012.

https://www.deepdyve.com/lp/american-institute-of-physics/face-localization-using-template-matching-method-based-on-new-qcVT4ngVJC

  1. Brahim Belhaouari Samir, Hamada R. H. Al-Absi, and Khelil Kassoul, “Breast cancer classification using cluster k-nearest neighbor ‘’, American Institute of Physics Proc. 1482, pp. 382-385, September 2012.

  1. Brahim Belhaouari Samir, Youssef A. Y. Rezk, “Generation of large prime numbers from a sequence of previous prime numbers ‘’, American Institute of Physics Proc. 1482, pp. 476-481, September 2012.

  1. Youness Mobssite, Brahim Belhaouari Samir, and Ahmed Fadzil B. Mohamad Hani, “Signal and image processing for early detection of coronary artery diseases: A review ‘’, American Institute of Physics Proc. 1482, pp. 712-723, September 2012.

  1. Saima Hassan, Jafreezal Jaafar, Brahim Belhaouari Samir, and Abbas Khosravi, “A new genetic fuzzy system approach for parameter estimation of ARIMA model‘’, American Institute of Physics Proc. 1482, pp. 455-459, September 2012.

  1. Saima Hassan, Abbas Khosravi, and Brahim Belhaouari Samir, “Load Forecasting Accuracy through Combination of Trimmed Forecasts”, Neural Information Processing, Lecture Notes in Computer Science Volume 7663, 2012, pp 152-159. http://link.springer.com/chapter/10.1007%2F978-3-642-34475-6_19

  1. Noreen Kausar and Brahim Belhaouari Samir, “Survey of Network Attacks And Recent Techniques for Developing Intrusion Detection”, Archives des Sciences, Vol 65.No 9, pp. 166-174, 2012.

  1. Dawoud, N. N., Samir Brahim Belhaouari, Proceedings “N-mean kernel filter and normalized correlation for face localization,” 2011 IEEE 7th International Colloquium on Signal Processing and Its Applications, CSPA 2011, art. no. 5759913, pp. 416-419, May 2011.

  1. Ammar Elyas Babiker, M.Nordin B. Zakaria, Hassan Yosif, and Samir Brahim Belhaouari, “An Efficient Energy Adaptive Hybrid Error Correction Technique for Underwater Wireless Sensors Netwrks,” World Academy of Science, Engineering and Technology” issue 75 March 2011, Article 233.

  1. A. Elamin and Brahim Belhaouari Samir, “Transform Domain Slice Based Distributed Video Coding,” Journal of Engineering Science and Technology (JESTEC), 6 (5). pp. 542-550. ISSN 1823-4690, February 2010.

  1. Saima H., Brahim Belhaouari Samir and T A Jillani, “ARIMA based Interval Type-2 Fuzzy Model for Forecasting,” International Journal of Computer Applications, Volume 28, Numero 3, pages 17-21, August 2011.

  1. Noreen Kausar, Brahim Belhaouari Samir, “An Overview of Network Attacks for Developing Intrusion Detection Mechanism”, ELSEVIER: Procedia-Computer Science Journal (ISSN: 1877-0509), 2011.

  1. Noreen Kausar, Brahim Belhaouari Samir, “A Review of Classification Approaches using Support Vector Machine in Intrusion Detection”, Communications in Computer and Information Science (CCIS) Series of SPRINGER LNCS, December, 2011, Volume 253, Part 3, 24-34, Volume 253 CCIS, 2011.

  1. James Osuru Mark, Brahim Belhaouari Samir, Mohammed Naufal International, “Bit Error Rate Performance for Multicarrier Code Division Multiple Access over Generalized η-μ Fading Environment,” Journal on Advanced Science, Engineering and Information Technology, Vol. 1 (2011) No. 4, pages: 331-336.

  1. Brahim Belhaouari Samir, Nadir Nourain, “Statistical Model and Wavelet Function for Face Recognition,” Journal of Applied Sciences Volume 11, November 7, 1213-1218, 2011.

  1. H.M. Zaid, N.B. Yahya, M.N. Akhtar and Brahim Belhaouari Samir “1D EM Modeling for Onshore Hydrocarbon Detection using MATLAB,” Journal of Applied Sciences Volume 11, November 7, 1136-1142, 2011.

  1. Nadir Nourain, Brahim Belhaouari Samir “Fast Template Matching Method based Optimized Sum of Absolute Difference Algorithm for Face Localization,” International Journal of Computer Applications (IJCA), (0975-8887) Volume 18-No. 8, March 2011.

  1. M. Naufal Saad, Brahim Belhaouari Samir, “Binary Pulse Position Modulation (BPPM) Bit Error Rate (BER) Analysis in Turbulent Atmosphere,” Journal of Telecommunication, Electronic and Computer Engineering, vol. 2, no.1, June 2010.

  1. A. Elamin, Brahim Belhaouari Samir, “Region-Based Adaptive Distributed Video Coding,” International Journal of Computer Theory and Engineering, Vol. 3, No. 2, April 2010.

  1. Elsadi M., Brahim Belhaouari Samir “Immune multi agent system for intrusion prevention and self healing system implement a non-linear classification,” Proceedings 2010 International Symposium on Information Technology System Development and Application and Knowledge Society, ITSim’10  Volume 3, 2010, Article number 5561486.

  1. Brahim Belhaouari Samir, Elsadi M., “Immune Multi-agent System for Network Intrusion Detection use Non-linear Classification Algorithm,” International Journal of Computer Application (0975 – 8887), USA, Vol 12-No7, Dec. 2010.

  1. Samir Brahim Belhaouari and Riadh Abaza (2010) “Gas Identification by Using a Cluster-k-Nearest-Neighbor,” Computer Science and Information Technology (IACSIT) http://www.ipcsit.net/vol3/022X171.pdf.

  1. Samir Brahim Belhaouari. (2009), “Fast and Accuracy Control Chart Pattern Recognition using a New cluster-k-Nearest Neighbor,” World Academy of Science, Engineering and Technology, International Science Index 25, International Journal of Mathematical, Computational, Physical, Electrical and Computer Engineering, 3(1), 52 – 56, vol. 30, January 2009

  1. Samir Brahim Belhaouari. (2009), “Fast and Accuracy Gas Identification by Using a Cluster-k-Nearest-Neighbor,” Computer Science Journals 2009.

www.cscjournals.org/csc/manuscript/Journals/IJCSS/…/IJCSS-64.pdf

  1. Samir Brahim Belhaouari (2008) “Fast and Accuracy Time Series Classification Using A New Cluster-k-Nearest Neighbor,” Journal of the Association of Arab Universities for Basic and Applied Sciences, Elsevier, July 2008.

  1. Aidel Basri, Baharum Baharudin, Samir Brahim Belhaouari, (2008), “Effectiveness of Pruning to Increase Efficiency and Accuracy in Decision Tree,” Proceedings of the International Graduate on Engineering and Science (IGCES’08).

  1. Aidel Basri, Baharum Baharudin, Samir Brahim Belhaouari, (2008) , “Comparison of Techniques for Estimating the Accuracy of Classification Methods,” Proceedings of the International Graduate on Engineering and Science (IGCES’08).