Dr. Ani Shabri PDF Print E-mail

 

 

 

Biodata



Name
:
Dr. Ani Shabri
Post :
Lecturer
Area of Expertise :
Statistic, Time Series, Flood Frequency Analysis, Decision Making.
Room :
C22 426
Phone :

07-5534238

Email :

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Qualification

 

Ph.D (Applied Statistics 2007), UKM Bangi

Thesis: Flood Frequency Analysis Using LQ-Moments Method


MSc (1995) UTM

Thesis: Statistical Flood Frequency Analysis Using Short Term Data


Bsc UTM (1992)

Thesis: Application of ARIMA model in forecasting Standard Rubber Malaysia

Research Area of Interest

Applied Statistics

Time Series, Artificial Intelligence (Neural Network, Support Vector Machine, ANFIS), Flood Frequency Analysis;ARIMA;GARCH,LSSVM

 

TEACHING EXPERIENCE

Courses Taught:

- Statistical Quality Control

-          Time Series

-          Statistics for Science and Engineering

-          Numerical Analysis

-          Differential Equation

-          Experimental Design

-          Basic Mathematics

-          Basic Statistics

-          Calculus

 

Publications (Books/Journals/Technical Reports)

IMPACT FACTOR JOURNALS

1 Regional Analysis of Annual Rainfall using TL-Moments method. Theor Appl Climatol. 104:561-570. (2011) IF (1.776).
2 A hybrid model of self-organizing maps (SOM) and least square support vector machine (LSSVM) for time-series forecasting. Expert Systems with Applications. 38(8):10574-10578. (2011) IF(1.96)
3 River flow time series using least squares support vector machines. Hydrol. Earth Syst. Sci., 15, 1835-1852, (2011) IF(2.46)
4 Fitting the Generalized Logistic Distribution by LQ-Moment. Applied Mathematical Sciences, Vol. 5(54) 2663-2676 (2011). IF(0.275)
5 A Hybrid GMDH and Least Squares Support Vector Machines in Time Series Forecasting. Neural Network World. 3(11), 251-268 (2011). IF(0.511)
6 Trimmed L-moments (1,0) for the generalized Pareto distribution. Hydrological Sciences Journal (2011). 56(6):1053-1060. IF(1.446)
7 Streamflow forecasting using least squares support vector machines. Hydrological Sciences Journal (2012). 57(7):1275-1293 IF(1.446)
8 Estimation of the generalized logistic distribution of extreme events using partial L-moments. Hydrological Sciences Journal (2012)57(3):423-432.(IF1.446)
9

Regional frequency analysis of extreme rainfalls using partial L moments method. Theoretical and Applied Climatology (2012). Pages 1-12.(IF1.942)

10

Regional Frequency Analysis of Extreme Rainfalls in the West Coast of Peninsular Malaysia using Partial L-Moments. Water Resources Management (2012):4417-4433. (IF 2.054).

11 An Analysis of Annual Maximum Stream flows in Terengganu, Malaysia using TL-moments Approach. Theor Appl Climatol. (2012) page1-14 IF(1.942).
12 Regional Flood Frequency Analysis for Southwest Peninsular Malaysia by LQ-Moments. Journal of Flood Risk Management (2012) Accepted. (IF 1.0).
13

A hybrid model of self organizing maps and least square support vector machine for river flow forecasting. Hydol. Earth Syst. Sci., (2012).16:4417-4433.(IF. 3.148).

14

Drought time series forecasting using wavelet-ANFIS. Theoretical and Applied Climatology (2013) page1-14 IF(1.942). (Accepted)

 


SCOPUS JOURNAL
1 Ani, S. & Jemain, A.A. 2006. LQ-Moment: Application to the Extreme Value Type I Distribution. Journal of Applied Sciences 6(5):993-997.
2 Ani, S. & Jemain, A.A. 2006. LQ-Moment: Application to the Log-Normal Distribution. Journal of Mathematics and Statistics 2(3):414-421.
3 Ani, S. & Jemain, A.A. 2006. Application of Multi Criteria Method to Identify the Best-fit Statistical Distribution. Journal of Applied Sciences 6(4):926-932.
4 Ani, S. & Jemain, A.A. 2007. LQ-Moment: Application to the Generalized Extreme Value. Journal of Applied Sciences 7(1):115-120.

5 Ani, S. & Jemain, A.A. 2007. LQ-Moment: Application to the Generalized Extreme Value. Journal of Applied Sciences 7(1):115-120.
6 Z. Ismail, A. Yahya and A. Shabri. Forecasting Gold Prices Using Multiple Linear Regression Method. American Journal of Applied Sciences  6(8): 1509-1514, 2009
7 Ani, S. & Jemain, A.A. 2009. Estimation of the Extreme Value Type I by the Method of LQ-Moment . Journal of Mathematics and Statistics 5(4):298-304.
8 A. Shabri, R. Samsudin & Z. Ismail. 2009. Forecasting of the Rice Yields Time Series Forecasting using Artificial Neural Network and Statistical Model. Journal of Applied Sciences 9(1):1-6.
9 R. Samsudin, P. Saad, and A. Shabri. A hybrid least squares support vector machines and GMDH approach for river flow forecasting. Hydrol. Earth Syst. Sci. Discuss., 7, 3691–3731, 2010.
10 S. Ismail, R. Samsudin and A. Shabri. River Flow Forecasting: a Hybrid Model of Self Organizing Maps and Least Square Support Vector Machine. Hydrol. Earth Syst. Sci. Discuss., 7, 8179–8212, 2010.
11

R. Samsudin, A. Shabri and P. Saad. A Comparison of Time Series Forecasting using Support Vector Machine and Artificial Neural Network Model. Journal of Applied Sciences (2010). 10(11): 950-958.

12 Ummi Nadiah Ahmad, Ani Shabri, Zahrahtul Amani Zakaria. Flood Frequency Analysis of Annual Maximum Stream Flows using L-Moments and TL-Moments Approach. Applied Mathematical Sciences, Vol. 5, 2011, no. 5, 243 – 253
13 Ani & Noratiqah (2009). Frequency Analysis of maximum Daily Rainfalls via L-Moment Approach. Sains Malaysiana 38(2): 149-158.
14 Ani. S. & Jemain. A.A. (2010). LQ-moments: Parameter Estimation for Kappa Distribution. Sains Malaysiana 39(5): 845–850.
15 Ani. S. & Jemain. A.A. (2010).Penggunaan Gambar Rajah Nisbah LQ-Momen dalam  Pemilihan Taburan Terbaik. Sains Malaysiana 39(4): 647-653.
16

Zakaria Z.A. & Ani Shabri. Streamow Forecasting at Ungaged SitesUsing Support Vector Machines. Applied Mathematical Sciences, Vol. 6, 2012, no. 60, 3003 - 3014

 

INTERNATIONAL/NATIONAL LEVEL

1

Ani, S. & Jemain, A.A. 2006. LQ-Moment: Application to the Extreme Value Type I Distribution. Journal of Applied Sciences 6(5):993-997.

2

Ani, S. & Jemain, A.A. 2006. LQ-Moment: Application to the Log-Normal Distribution. Journal of Mathematics and Statistics 2(3):414-421.

3

Ani, S. & Jemain, A.A. 2006. Application of Multi Criteria Method to Identify the Best-fit Statistical Distribution. Journal of Applied Sciences 6(4):926-932.

4

Ani, S. & Jemain, A.A. 2007. LQ-Moments For Statistical Analysis Of Extreme Events. Journal of Modern Applied Statistical Methods, 6(1): 228-238.

5

Ani, S. & Jemain, A.A. 2007. LQ-Moment: Application to the Generalized Extreme Value. Journal of Applied Sciences 7(1):115-120.

6

Ani, S. 2000. Penggunaan Analisis Frekuensi Banjir. Matematika.16(1): 47-60.

7

Aziz, A.A.G and Ani, S. 2000. Statistical Flood Frequency Analysis Using Short Term Data. Matematika, 16(1): 11-30.

8

Ani, S. 2001. The Best Plotting Formula for the Pearson Type III Distribution. Journal Teknologi.

9

Ani, S. 2001. Comparison of Time Series Forecasting Methods Using Neural Networks and Bix-Jenkins Model. Matematika. 17(1): 25-32.

10

Ani, S. 2002. Nonparametric Kernel Estiamtion of Annual Maximum Stream Flow Quantiles. Matematika. 18(2): 99-107.

11

Ani, S. 2002. Comparisons of the LH-Moments and the L-Moments. Matematika. 18(1): 33-43.

12

Ani, S. 2003. Penggunaan Taburan Pareto Umum Dalam Menganalisis Nilai Ekstrim Banjir Menggunakan Siri Aliran Puncak Melebihi Paras. Jurnal Teknologi. 39: 43-52.

13

Azme, K., Zuhaimy, I. and Ani, S. 2003. Permodelan Harga Minyak Sayuran Menggunakan Analisis Regresi Linear Berganda. Matematika, 19(1): 59-70.

14

Ruhaidah Samsudin, Puteh Saad & Ani Shabri, 2008. A Comparison of Neural Network, Arima Model and Multiple Regression. International Journal Of Soft Computing Applications. 113-127.

15

R. Samsudin, Puteh S. and Ani.S. Comparison of Forecasting Using Modified GMDH and Genetic Algorithm. International Journal of Computer Information  Systems and Industrial Management Applications. Vo. 1(2009)-170-176.

16

Ruhaidah Samsudin, Puteh Saad & Ani Shabri. Hybridizing Gmdh And Least Squares Svm Support Vector Machine For Forecasting Tourism Demand. Ijrras 3 (3) (2010):274-279.

17

Ummi Nadiah Ahmad, Ani Shabri, Zahrahtul Amani Zakaria. TL-moments and L-moments Estimation of the Generalized Logistic Distribution. Journal of Mathematics Research. Vol 3, No 1 (2011): 97-106.

18

Zahrahtul Amani Zakaria, Ani Shabri, Ummi Nadiah Ahmad. Estimation of Generalized Pareto Distribution from Censored Flood Samples using Partial L-moments. Journal of Mathematics Research. Vol 3, No 1 (2011). 112-120.

19 Ani, S. 2000. Penggunaan Analisis Frekuensi Banjir. Matematika.16(1): 47-60.
20 Aziz, A.A.G and Ani, S. 2000. Statistical Flood Frequency Analysis Using Short Term Data. Matematika, 16(1): 11-30.
21 Ani, S. 2001. The Best Plotting Formula for the Pearson Type III Distribution. Journal Teknologi.
22 Ani, S. 2001. Comparison of Time Series Forecasting Methods Using Neural Networks and Box-Jenkins Model. Matematika. 17(1): 25-32.
23 Ani, S. 2002. Nonparametric Kernel Estiamtion of Annual Maximum Stream Flow Quantiles. Matematika. 18(2): 99-107.
24 Ani, S. 2002. Comparisons of the LH-Moments and the L-Moments. Matematika. 18(1): 33-43.
25 Ani, S. 2002. Comparative Study of Flood Estimation Using Nonparametric and Parmateric Models. “Proceedings of National Symposium on Mathematics,UTM”.
26 Ani, S. 2003. Penggunaan Taburan Pareto Umum Dalam Menganalisis Nilai Ekstrim Banjir Menggunakan Siri Aliran Puncak Melebihi Paras. Jurnal Teknologi. 39: 43-52.
27 Azme, K., Zuhaimy, I. and Ani, S. 2003. Permodelan Harga Minyak Sayuran Menggunakan Analisis Regresi Linear Berganda. Matematika, 19(1): 59-70.
28 Azme Khamis & Ani Shabri. Analisis Siri Masa Untuk Peramalan Pengeluaran Minyak Kelapa Sawit Mentah Malaysia.  Technical Report. PPS, KUiTTHO. LT/M Bil. 1/2006 .
29 Ani, S. &  Jemain, A.A. Pengujian Kesesuaian Taburan Normal Berdasarkan Statistik Cramer-von Mises. Sains Malaysiana 36(2)(2007): 201-206.
30 Ani, S. &  Jemain (2007): Analisis Frekuesni banjir Serantau di Semenanjung Malaysia Berdasarkan Pendekatan LQ-Momen. Jurnal Teknologi.47:45-58.
31 Ani, S. &  Jemain (2007): Kaedah Penganggar Parameter Alternatif bagi Taburan Nilai Ekstrim Teritlak. Matematika.23(2): 157-166.
32 Ani, S. &  Jemain (2008): Pengujian Statistik Anderson Darling bagi Taburan Nilai Ekstrim Teritlak. Matematika.24(1): 85-97.
33 Ani, (2008): Penjelmaan Box-Cox dan Penggunaannya dalam Analisis Frekuesni Banjir. Matematika.24(2):259-268.
34 Samsudin, Ruhaidah and Saad, Puteh and Shabri, Ani (2008). The GMDH model and its application to forecating of rice yields. Jurnal Teknologi Maklumat, 20 (4). pp. 113-123. ISSN 0128-3790.
35 Ani, S. &  Jemain (2009): L-Momen Peringkat Tinggi: Penggunaan Bagi Memodelkan Taburan Logistik Teritlak. Jurnal Kejuruteraan. 21: 43-52.
36 Ani. S. & Jemain. A.A. (2009). Pengujian Kesahihan Pemadanan untuk Taburan Nilai Ekstrim I. Matematika. 25(1):53-66.
37 Ani Shabri and Noratiqah Mohd Ariff (2011). On Selection of Probability Distributions of   Annual Maximum Daily Rainfalls Using TL-Moments. Matematika. 26(2):137-151.
38 The Encyclopedia of Science & Technology, UTM & DBP, 2000.


Research/Conference Papers

1 Comparative Study of Flood Estimation Using Nonparametric and Parmateric Models. “Proceedings of National Symposium on Mathematics,UTM” (2002)
2 “Perbandingan Ramalan Siri Masa Menggunakan Rangkaian Neural dan Box-Jenkins”. Seminar Jabatan Matematik, UTM. 30 Ogos, 2000.
3 “Pemilihan Model Statistik Bagi Aliran Sungai Terbaik di Johor”. Seminar Jabatan Matematik, UTM. 9 Januari 2002.
4 Hybridizing ARIMA and Neural Network for Rice Yields Time Series Predication. One Day Seminar on Hybrid Soft Computing Techiques and Algorithms. 3 Dis. 2007.
5 A Comparison of Time Series Forecasting For Chemical Process Concentration using Neural Network and Support Vector Machine (SVM) Model. International Conference on Software Engineering and Computer Systems (ICSECS '09). 20 Oct 2009.
6 A Comparison of Time Series Forecasting using Neural Network and Group Method of Data Handling. International Conference on Software Engineering and Computer Systems (ICSECS '09). 20 Oct 2009.
7 River Flow Forecasting Using Group Method of Handling.KL2010
8

GMDH forecasting for ungauged in Peninsular Malaysia. The 1st ISM International Statistical Conference(ISM-1)(2012). 4-6 Sept 2012.

9

Statistical Analysis of Annual Maximum using Partial L-moments. Australia Statistical Conference 2012.

10

Flood Frequency Analysis At Ungauged Sites in the Peninsular Malaysia using Least Square Support Vector Machines. International Conference on Science, Technology and Social Sciencs Conference( ICSTSS 2012).

11

TL-Moments: Application to the Generalized Logistic Distribution. International Conference on Science, Technology and Social Sciencs Conference ( ICSTSS 2012).

12

Statistical analysis of Generalized Logistic Distribution using LH Moments. International Conference on Science, Technology and Social Sciencs Conference( ICSTSS 2012).

13

Partial L-moments for statistical Analysis of Extreme Events. Postgraduate Conference, Faculty of Science. 5-7 October 2010.

14

A Hybrid SOM-LSSVM for rice yield forecasting. Postgraduate Conference, Faculty of Science. 5-7 October 2010.

15

Comparison of Group Method of Data Handling (GMDH) and Artificial Neural Network (ANN) in mean monthly river flow. Postgraduate Conference, Faculty of Science. 5-7 October 2010.

16

TL-moments of the Generalized Extreme Value Distribution. Postgraduate Conference, Faculty of Science. 5-7 October 2010.

 

Phd Students (Main Suppervisor)

1

Zaharatul bt Amani  (2012) (Fast Track)

(Waiting for Viva 13 Feb 2013)

Regional flood frequency analysis using PL-moment method

2

Siraj Pandhiani (2013) (Pakistan)

River flow time Series forecasting using LSSVM and Wavelet Model

3

Shuhaida bt Ismail (2014) (Malaysia)

River Flow Forecasting Using Artificial Intelligent Models

4

Rana Abdullah Ahmed (2015) (Iraq)

A hybrid of ARIMA-GARCH and LSSVM model in crude oil time series forecasting

5 Syeda Asifa Arif (2016) (Pakistan)
A new hybrid LSSVM and SSA in financing time series forecasting

 

Graduate

PHD (Co-Supervisor)

1

Ruhaidah bt Samsudin (2012)

Enhance GMDH In Time Series Forecasting

2

Wan Nur Syahidah Bt Wan Yusoff (Jan 2013)

A new method in Quality Control

 

Graduate

M.Sc (Research)

1

Shuhaida bt Ismail (2011)

Self Organizing Map and Least Square Support Vector Machine Method for River Flow Modelling

2

Ummi Nadiah bt Ahmad (2012)

Flood Frequency Analysis using TL-moment approach

3

Nadira bt Mohammed Isa (2012)

A Hybrid Group Method of Data Handling With Discrete Wavelet Transform for River Flow Forecasting

 

M.Sc (Research)

1

Nur Amalina bt Mat Jan (2013)

Flood frequency analysis using TL-moments

2

Dewi Sukma (2013)

Rainfall frequency analysis using LH-Moments

3

Basri Badyalina (2013)

Flood frequency analysis at ungauged sites using GMDH model

4

Nur Shahidah bt Roselan (2013)

Regional flood frequency analysis at ungauged sites using LSSVM model

5

Mohamad Aiman Zainuddin (2013)

A new hybrid time series using GARCH and ANN model

6

Mohamad Alfa (2013)

Seasonal time series forecasting

M.SC (Dissertation)

1

Nuradden Muhammad Babangida (2011)

Pedotransfer Functions for Various Tropical Soil Textures

2

Siti Nor Hazanah bt Mohamed (2011)

Short-Term Forecast of Gold Price Using Generalized Autoregressive Conditional Heteroscedastic Models

3

Hasnah bt Ismail (2011)

Parameter Estimation of Mean Survival Time Using Parametric and Nonparametric Approach

4

Rafidah bt Ali (2011)

River Flow Forecasting using Support Vector Machines

5

Noratiqah Mohd Ariff (2009)

Regional Flood Frequency Analysis using TL-moments

 

EXAMINER OF BACHELOR/MASTER/PhD PROJECTS

2002/ Suriawati bt Sahari/ Perbandingan Penelahan Data Penginapan Bilik Hotel Menggunakan Pengkaedahan Regresi Bermusim Berdaya Tambah dan Box-Jenkins (BSc).

2002/ Aini Sharidah bt Sahid/ Pemodelan Box-Jenkins Bagi Data Jumlah Jualan Kertas Syarikat Asia Pulp & Paper (Malaysia) Sdn. Bhd.(BSc)

2002/ Effiza bt Othman/ Menyelesaikan Masalah Pelaburan Menggunakan Pendekatan Pengaturcaraan Dinamik.(BSc)

2002/ Teh Teik Chong/ Masalah Pengangkutan Komoditi Tunggal dan Multi Komoditi Serta Peranannya Dalam Pengurusan Rantai Pembekalan.(BSc)

2003/ Azlyna bt Senawi/ Box-Jenkins Forcasting Models.(BSc)

2003/ Faeza bt Abdul Talib/ Penggunaan Ujian Ketakbersandaran Khi Kuasa Dua Dalam Pengujian Hipotesis.(BSc)

2003/ Noorazlina bt Azman/ Pengecaman Model Box-Jenkins Dengan Menggunakan Komputer Bagi Data Bermusiam. (BSc)

2010/ Noradzilah binti Ismail/Adaptive Neural Network Approach for Forecasting Intermittent Demand/ External Examiner For Master Eng. Mulimedia University.(Ms)

2011/Ahmad Zulzaile bin Ahmad Othman. Logistic Regression on Numeracy Ability Problems Toward Standard one in Kulai Jaya Distric(BSc).

2011/Chai Fui Teng/Modeling Rainfall Data Over 6 Rain Gauge Stations in Peninsular Malaysia/Bsc

2011/Siti Hajar bt Arbain/Monthly Maximum Rainfall Forecasting for Kota Tinggi Dstrict Using Eksponen, ARIMA and ANN Approaches/Bsc.

2011/Siti Nur Haseela bt Izani/Forecasting Crude Palm Oil Price Using Simple Moving Average and Single Exponential Smoothing/BSc

2011/Joanne Kirubalini a/p Jeyaseelan John/Comparison of Exponential Smoothing, ARIMA and ANN for Water Stage/BSc.

2011/Nor Shahirah bt Ahmad Rodzo’an/Time Series Approach Solving Crosswind Problem on Ground Vehicles/Msc (Dissertation).

2011/Chu Foung Fui/Comparison between Method of Maximum Likelihood Estimation and Restricted Maximum Likelihood Estimation/BSc

 

EDITING/REVIEW

Penilai Jurnal Teknologi “Methods for Improving the Accuracy of Forecasts in Time Series Data Analysis”(1999).

Examiner of The Encyclopedia of Science & Technology, UTM & DBP, 2000.

“ Jangkaan Categori 3”.

Penilai Jurnal Matematika “Pengujian Statistik Bagi Min Taburan Terpencong” (2001).

Penilaian Makalah Untuk Prosiding Simposium Kebangsaan Sains Matematik ke-10, 2002. “Peramalan Kedalaman Keruk Di Sekitar Pier”.

Penilai Jurnal Matematika “A Comparison Study of the Performance of the Extreme Value Type I (EV1) and the Rayleigh Distribution in Flood Frequency Analysis” (2007).

Penilai Jurnal Matematika “AIDS epidemic modeling for both males and females in Malaysia”. (2007).

Penilai Jurnal Sains Malaysiana “Assessment of T-Year Return Level for Partial Duration Rainfall Series”(2012)

Penilai Jurnal Sains Malaysiana “Wet Condition Study in Peninsular Malaysia based on Standard Precipition Index”(2012)

Penilai Jurnal Teoretical and Applied Climatology (IF 1.45 “Modeling the Distribution of Annual Maximum Rainfall in Pakistan”(2011).

Penilai Jurnal Teoretical and Applied Climatology (IF 1.45 “Application of Self-Organizing Maps in Missing Daily Rainfall Data in Malaysia”(2011).

Penilai Jurnal Teknologi “Kriging Method in Drought Analysis” (2011)

Penilai Jurnal Teknologi “A Comparison by Using Time Series Model for Short Term Load Data” (2011)

Penilai Jurnal Teknologi “Sarima Models for Modelling and Forecasting Air Pollution Index in lohor” (2011)

Penilai Jurnal Teknologi “Forecasting Of Tourist Arrivals Using Fuzzy Time Series” (2011)

Penilai Jurnal Teknologi “Modelling and Forecasting Arfima Model Based On Fractional Differencing” (2011)

 

 

RESEARCH EXPERIENCE (GRANTS)

Title                          :     The Development Of Clustering System For Rice Yield

Prediction Precision Farming Using Machine Learning Techniques

Date of research        :     09/1/2009-8/1/2011

Sponsor                    :     E-SCIENCE FUND (Vot

Amount                    :     RM180 000.00

Researchers              :     Pn Ruhaidah bt Samsudin

Dr Ani bin Shabri

PM Dr Puteh

 

Title                          :     An Improved Method of Identifying Homogeneous

Regions for Regional Frequency Analyisis Based on the

Self-Organizing Map

Date of research       :     25/11/2009-24/5/2011

Sponsor                    :     RMC, UTM (Vot # 77219)

Amount                    :     RM 20 000.00

Researchers              :     Dr Ani bin Shabri

 

Title                          :     Regional Flood Frequency Analysis using TL-Moments

Date of research       :     01/7/2011-30/6/2012

Sponsor                    :     FRGS Grant (Vot # 78264)

Amount                    :     RM59 000.00

Researchers              :     Dr Ani bin Shabri

Pn Ruhaidah bt Samsudin

PM Dr Sobri Harun

 

Title                          :     Regional Probability Distribution Type of Peninsular

Malaysia Annual Streamflow by PL-Moments Approach

Date of research       :     01/4/2011-31/3/2012

Sponsor                    :     RMC, UTM Grant (Vot # 7126)

Amount                    :     RM40 000.00

Researchers              :     Dr Ani bin Shabri

Pn Ruhaidah bt Samsudin

 

Title                           :    Permodelan Neural Network dalam Peramalan

Pertumbuhan Ekonomi Negara Pendapatan Tinggi

Date of research       :     01/8/2011-31/7/2013

Sponsor                    :     FRGS Grant (Vot # 7126)

Amount                    :     RM29 000.00

Researchers              :     PM Dr Fauziah Abu Hasan

Dr Ani bin Shabri

Nur Azura Sanusi (Dr.)

Suriyani Dato' Muhamad (Dr.)

 

Title                          :     Development Of Pedotransfer Functions For Malaysian Soils

Date of research       :     01/11/2011-1/12/2012

Sponsor                    :     UTM Grant (Vot # 7126)

Amount                    :     RM30 000.00

Researchers              :     Dr Muhammad Askari

Dr Ani bin Shabri

 

Books/Modules

Ani Shabri. Modul Statistik (SSM2762/ 3792), Department Matematik UTM, 1999/2000.

Ani Shabri. Modul Statistik (DSM 2703), Department Matematik UTM, 2000/2001.

Ensiklopedia Sains dan Teknologi, Jilid Matematik, DBP (2000) 12 Kata Masukan.

Book Chapter -Advances In Artificial Intelligence Applications. “The GMDH Model And Its Application To Forecasting Of Rice Yields” pg 113-213. Penerbit UTM (2008).

 

Awards

1 UTM/SLAB Scholarship for Ms.C program, July 1993 – June 1995
2

UTM/SLAB Scholarship for Ph.D program, December 2003 – June 2007.

3.

Received Anugerah Cemerlang dalam Perkhidmatan (Cuti Belajar) year 2006

4 Hadiah Sagu Hati bagi kategori "Tesis PhD Terbaik 2007 " Anjuran PERSAMA
5 2 Hadiah Saguhati Bagi kategori Jurnal Kebangsaan Terbaik 2007."Anjuran PERSAMA"
6

Anugerah Pencapaian Cemerlang Cuti Belajar, Fakulti Sains, UTM 2008.

7

Penghargaan Anugerah PERSAMA Tahun 2008: Kategori Tesis Doktor Falsafah: Analisis Frekuensi Banjir Menggunakan LQ-Momen.

8

Penghargaan Anugerah PERSAMA Tahun 2008: Kategori Makalah Ilmiah

“Kaedah Penganggar Parameter Alternatif bagi Taburan Nilai Ekstrim Teritlak” .

9

Penghargaan Anugerah PERSAMA Tahun 2010: Kategori Makalah Ilmiah

“On Selection of Probability Distribution of Annual Maximum Daily Rainfalls using TL-Moments”.

10

Anugerah Pencapaian Cemerlang Perkhidmatan,  UTM 2010.

11

Anugerah Pencapaian Cemerlang Perkhidmatan, Fakulti Sains, UTM 2010.

12

Anugerah Pencapaian Cemerlang Perkhidmatan, Fakulti Sains, UTM 2011.

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