Profile image of Mumtaz Ali

Dr Mumtaz Ali

STAFF PROFILE

Position

Post Doctoral Research Fellow, Data Science

Faculty

Faculty of Sci Eng & Built Env

Department

School of Info Technology

Campus

Melbourne Burwood Campus

Qualifications

Doctor of Philosophy, The University of Southern Que, 2020

Contact

mumtaz.ali@deakin.edu.au
+61 3 924 45597

Biography

Dr. MUMTAZ ALI received MSc and MPhil degrees from Quaid-i-Azam University Islamabad, Pakistan. Dr Ali has recently completed PhD degree within the School of Agricultural, Computational and Environmental Sciences at the University of Southern Queensland, Australia. Dr Ali has benn awarded a fully funded PhD Scholarship from University of Southern Queensland to pursue his PhD studies. He has been awarded for the Award of Excellence in Doctoral Research. His current research interests include statistical and machine learning, fuzzy systems, big data analytics and their applications in sustainable environment, agricultural crops, coastal waves modelling, and renewable and sustainable energy resources.

Read more on Mumtaz's profile

Research interests

  • Data Analytics
  • Machine Learning and Deep Neural Networks
  • Fuzzy Systems
  • Atmospheric and Environmental Modelling
  • Agricultural Crop Modelling
  • Sustainable and Renewable Energy Resources

Awards

Award of Excellence in Doctoral Research

Projects

  • Machine Learning Modelling of Renewable and Sustainable Energy Resource Management
  • Big data analytics in Environmental Science: Machine learning and Deep learning perspectives
  • Big data analytics in Agriculture: Machine learning Approaches to Agriculture Crops

Publications

Filter by

2020

Development and comparison of data-driven models for wind speed forecasting in Australia

Ananta Neupane, Nawin Raj, Ravinesh Deo, Mumtaz Ali

(2020), pp. 143-190, Predictive Modelling for Energy Management and Power Systems Engineering, Amsterdam, The Netherlands, B1

book chapter

A new representation of intuitionistic fuzzy systems and their applications in critical decision making

L Son, R Ngan, M Ali, H Fujita, M Abdel-Basset, N Giang, G Manogaran, M Priyan

(2020), Vol. 35, pp. 6-17, IEEE Intelligent Systems, Piscataway, N.J., C1

journal article

Prediction of evaporation in arid and semi-arid regions: a comparative study using different machine learning models

Z Yaseen, A Al-Juboori, U Beyaztas, N Al-Ansari, K Chau, C Qi, M Ali, S Salih, S Shahid

(2020), Vol. 14, pp. 70-89, Engineering applications of computational fluid mechanics, Abingdon, Eng., C1

journal article

Representing complex intuitionistic fuzzy set by quaternion numbers and applications to decision making

R Ngan, L Son, M Ali, D Tamir, N Rishe, A Kandel

(2020), Vol. 87, pp. 1-15, Applied soft computing journal, Amsterdam, The Netherlands, C1

journal article

Uncertainty assessments of linear time-cost tradeoffs using neutrosophic set

M Abdel-Basset, M Ali, A Atef

(2020), Vol. 141, pp. 1-9, Computers and industrial engineering, Amsterdam, The Netherlands, C1

journal article

A double decomposition-based modelling approach to forecast weekly solar radiation

R Prasad, M Ali, Y Xiang, H Khan

(2020), Vol. 152, pp. 9-22, Renewable Energy, Amsterdam, The Netherlands, C1

journal article

River suspended sediment load prediction based on river discharge information: application of newly developed data mining models

S Salih, A Sharafati, K Khosravi, H Faris, O Kisi, H Tao, M Ali, Z Yaseen

(2020), Vol. 65, pp. 624-637, Hydrological sciences journal, Abingdon, Eng., C1

journal article

Complete ensemble empirical mode decomposition hybridized with random forest and kernel ridge regression model for monthly rainfall forecasts

M Ali, R Prasad, Y Xiang, Z Yaseen

(2020), Vol. 584, pp. 1-15, Journal of hydrology, Amsterdam, The Netherlands, C1

journal article

State-of-the art-powerhouse, dam structure, and turbine operation and vibrations

Z Yaseen, A Ameen, M Aldlemy, M Ali, H Afan, S Zhu, A Al-Janabi, N Al-Ansari, T Tiyasha, H Tao

(2020), Vol. 12, pp. 1-40, Sustainability, Basel, Switzerland, C1

journal article

M-CFIS-R: Mamdani Complex Fuzzy Inference System with rule reduction using complex fuzzy measures in granular computing

T Tuan, L Lan, S Chou, T Ngan, L Son, N Giang, M Ali

(2020), Vol. 8, pp. 1-24, Mathematics, Basel, Switzerland, C1

journal article

The generalized neutrosophic cubic aggregation operators and their application to multi-expert decision-making method

M Khan, M Gulistan, M Ali, W Chammam

(2020), Vol. 12, pp. 1-15, Symmetry, Basel, Switzerland, C1

journal article

Near real-time significant wave height forecasting with hybridized multiple linear regression algorithms

Mumtaz Ali, Ramendra Prasad, Yong Xiang, Ravinesh Deo

(2020), Vol. 132, pp. 1-14, Renewable and sustainable energy reviews, Amsterdam, The Netherlands, C1

journal article

Near Real-Time Global Solar Radiation Forecasting at Multiple Time-Step Horizons Using the Long Short-Term Memory Network

Anh Huynh, Ravinesh Deo, Duc-Anh An-Vo, Mumtaz Ali, Nawin Raj, Shahab Abdulla

(2020), Vol. 13, pp. 1-28, Energies, Basel, Switzerland, C1

journal article

Forecasting long-term precipitation for water resource management: a new multi-step data-intelligent modelling approach

Mumtaz Ali, Ravinesh Deo, Yong Xiang, Ya Li, Zaher Yaseen

(2020), Hydrological Sciences Journal, C1

journal article
2019

Significant wave height forecasting via an extreme learning machine model integrated with improved complete ensemble empirical mode decomposition

M Ali, R Prasad

(2019), Vol. 104, pp. 281-295, Renewable and sustainable energy reviews, Amsterdam, The Netherlands, C1-1

journal article

Designing a multi-stage multivariate empirical mode decomposition coupled with ant colony optimization and random forest model to forecast monthly solar radiation

R Prasad, M Ali, P Kwan, H Khan

(2019), Vol. 236, pp. 778-792, Applied energy, Amsterdam, The Netherlands, C1-1

journal article

A novel approach for fuzzy clustering based on neutrosophic association matrix

H Long, M Ali, L Son, M Khan, D Tu

(2019), Vol. 127, pp. 687-697, Computers and industrial engineering, Amsterdam, The Netherlands, C1-1

journal article

An intuitionistic fuzzy clustering algorithm based on a new correlation coefficient with application in medical diagnosis

N Thao, M Ali, F Smarandache

(2019), Vol. 36, pp. 189-198, Journal of intelligent and fuzzy systems, Amsterdam, Netherlands, C1-1

journal article

Dynamic interval valued neutrosophic set: Modeling decision making in dynamic environments

N Thong, L Dat, L Son, N Hoa, M Ali, F Smarandache

(2019), Vol. 108, pp. 45-52, Computers in industry, Amsterdam, The Netherlands, C1-1

journal article

Linguistic approaches to interval complex neutrosophic sets in decision making

L Dat, N Thong, L Son, M Ali, F Smarandache, M Abdel-Basset, H Long

(2019), Vol. 7, pp. 38902-38917, IEEE access, Piscataway, N.J., C1-1

journal article

Load-carrying capacity and mode failure simulation of beam-column joint connection: application of self-tuning machine learning model

A Alwanas, A Al-Musawi, S Salih, H Tao, M Ali, Z Yaseen

(2019), Vol. 194, pp. 220-229, Engineering structures, Amsterdam, The Netherlands, C1

journal article

Improving SPI-derived drought forecasts incorporating synoptic-scale climate indices in multi-phase multivariate empirical mode decomposition model hybridized with simulated annealing and kernel ridge regression algorithms

M Ali, R Deo, T Maraseni, N Downs

(2019), Vol. 576, pp. 164-184, Journal of hydrology, Amsterdam, The Netherlands, C1-1

journal article

Novel neutrosophic cubic graphs structures with application in decision making problems

Muhammad Gulistan, Mumtaz Ali, Muhammad Azhar, Seungmin Rho, Seifedine Kadry

(2019), Vol. 7, pp. 94757-94778, IEEE access, Piscataway, N.J., C1

journal article

Viability of the advanced adaptive neuro-fuzzy inference system model on reservoir evaporation process simulation: case study of Nasser Lake in Egypt

S Salih, M Allawi, A Yousif, A Armanuos, M Saggi, M Ali, S Shahid, N Al-Ansari, Z Yaseen, K Chau

(2019), Vol. 13, pp. 878-891, Engineering Applications of Computational Fluid Mechanics, London, Eng., C1

journal article
2018

Global solar radiation prediction using hybrid online sequential extreme learning machine model

M Hou, T Zhang, F Weng, M Ali, N Al-Ansari, Z Yaseen

(2018), Vol. 11, Energies, Basel, Switzerland, C1-1

journal article

Logic connectives of complex fuzzy sets

T Ngan, L Lan, M Ali, D Tamir, L Son, T Tuan, N Rishe, A Kandel

(2018), Vol. 21, pp. 344-357, Romanian journal of information science and technology, Bucharest, Romania, C1-1

journal article

Cotton yield prediction with Markov Chain Monte Carlo-based simulation model integrated with genetic programing algorithm: a new hybrid copula-driven approach

M Ali, R Deo, N Downs, T Maraseni

(2018), Vol. 263, pp. 428-448, Agricultural and forest meteorology, Amsterdam, The Netherlands, C1-1

journal article

Systematic review of decision making algorithms in extended neutrosophic sets

M Khan, L Son, M Ali, H Chau, N Na, F Smarandache

(2018), Vol. 10, Symmetry, Basel, Switzerland, C1-1

journal article

H-max distance measure of intuitionistic fuzzy sets in decision making

R Ngan, L Son, B Cuong, M Ali

(2018), Vol. 69, pp. 393-425, Applied soft computing journal, Amsterdam, The Netherlands, C1-1

journal article

Study on the development of neutrosophic triplet ring and neutrosophic triplet field

M Ali, F Smarandache, M Khan

(2018), Vol. 6, Mathematics, Basel, Switzerland, C1-1

journal article

An ensemble-ANFIS based uncertainty assessment model for forecasting multi-scalar standardized precipitation index

M Ali, R Deo, N Downs, T Maraseni

(2018), Vol. 207, pp. 155-180, Atmospheric research, Amsterdam, The Netherlands, C1-1

journal article

Interval complex neutrosophic set: formulation and applications in decision-making

M Ali, L Dat, L Son, F Smarandache

(2018), Vol. 20, pp. 986-999, International journal of fuzzy systems, New York, N.Y., C1-1

journal article

Link prediction in co-authorship networks based on hybrid content similarity metric

P Chuan, L Son, M Ali, T Khang, L Huong, N Dey

(2018), Vol. 48, pp. 2470-2486, Applied intelligence, New York, N.Y., C1-1

journal article

Multi-stage committee based extreme learning machine model incorporating the influence of climate parameters and seasonality on drought forecasting

M Ali, R Deo, N Downs, T Maraseni

(2018), Vol. 152, pp. 149-165, Computers and electronics in agriculture, Amsterdam, The Netherlands, C1-1

journal article

Multi-stage hybridized online sequential extreme learning machine integrated with Markov Chain Monte Carlo copula-Bat algorithm for rainfall forecasting

M Ali, R Deo, N Downs, T Maraseni

(2018), Vol. 213, pp. 450-464, Atmospheric research, Amsterdam, The Netherlands, C1-1

journal article

Neutrosophic triplet group

F Smarandache, M Ali

(2018), Vol. 29, pp. 595-601, Neural computing and applications, New York, N.Y., C1-1

journal article

A neutrosophic recommender system for medical diagnosis based on algebraic neutrosophic measures

M Ali, L Son, N Thanh, N Minh

(2018), Vol. 71, pp. 1054-1071, Applied soft computing journal, Amsterdam, The Netherlands, C1-1

journal article

Segmentation of dental X-ray images in medical imaging using neutrosophic orthogonal matrices

M Ali, L Son, M Khan, N Tung

(2018), Vol. 91, pp. 434-441, Expert systems with applications, Amsterdam, The Netherlands, C1-1

journal article

?-equality of intuitionistic fuzzy sets: a new proximity measure and applications in medical diagnosis

R Ngan, M Ali, L Son

(2018), Vol. 48, pp. 499-525, Applied intelligence, New York, N.Y., C1-1

journal article

Fuzzy equivalence on standard and rough neutrosophic sets and applications to clustering analysis

N Thao, L Son, B Cuong, M Ali, L Lan

(2018), pp. 834-842, INDIA 2017 : Information systems design and intelligent applications : proceedings of Fourth International Conference, Da Nang, Vietnam, E1-1

conference
2017

Neutrosophic sets and logic

M Ali, F Smarandache, L Vladareanu

(2017), pp. 18-63, Emerging research on applied fuzzy sets and intuitionistic fuzzy matrices, Hershey, Pa., B1-1

book chapter

Bipolar neutrosophic soft sets and applications in decision making

M Ali, L Son, I Deli, N Tien

(2017), Vol. 33, pp. 4077-4087, Journal of intelligent and fuzzy systems, Amsterdam, Netherlands, C1-1

journal article

A novel clustering algorithm in a neutrosophic recommender system for medical diagnosis

N Thanh, M Ali, L Son

(2017), Vol. 9, pp. 526-544, Cognitive computation, New York, N.Y., C1-1

journal article

Complex neutrosophic set

M Ali, F Smarandache

(2017), Vol. 28, pp. 1817-1834, Neural computing and applications, New York, N.Y., C1-1

journal article

Neutrosophic recommender system for medical diagnosis based on algebraic similarity measure and clustering

N Thanh, L Son, M Ali

(2017), pp. 1-6, FUZZ-IEEE 2017 : 2017 IEEE International Conference on Fuzzy Systems : 9-12 July 2017, Royal Continental Hotel, Naples, Italy, Naples, Italy, E1-1

conference
2016

The theory of neutrosophic cubic sets and their applications in pattern recognition

M Ali, I Deli, F Smarandache

(2016), Vol. 30, pp. 1957-1963, Journal of intelligent and fuzzy systems, Amsterdam, Netherlands, C1-1

journal article

Complex intuitionistic fuzzy classes

M Ali, D Tamir, N Rishe, A Kandel

(2016), pp. 2027-2034, FUZZ-IEEE 2016 : Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, Vancouver, B.C., E1-1

conference

Interval valued bipolar fuzzy weighted neutrosophic sets and their application

I Deli, Y ?uba?, F Smarandache, M Ali

(2016), pp. 2460-2467, FUZZ-IEEE : Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, Vancouver, B.C., E1-1

conference

? -equalities of neutrosophic sets

Mumtaz Ali, Florentin Smarandache, Jian-qiang Wang

(2016), pp. 2433-2440, FUZZ-IEEE 2016 : Proceedings of the IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) : 24-29 July 2016, Vancouver, Canada, Vancouver, British Columbia, E1-1

conference

Robot system identification using 3D simulation component applied on VIPRO platform

L Vladareanu, F Smarandache, M Ali, V Vladareanu, M Deng

(2016), pp. 406-411, ICAMechS 2016 : Conference proceedings : 2016 International Conference on Advanced Mechatronic Systems : Nov. 30 - Dec. 3, 2016, Melbourne, Australia, Melbourne, Victoria, E1-1

conference
2015

Operation properties and ? -equalities of complex fuzzy classes

M Ali, V Behbood

(2015), pp. 586-593, ISKE 2015 : Proceedings of the 2015 10th International Conference on Intelligent Systems and Knowledge Engineering, Taipei, Taiwan, E1-1

conference

Bipolar neutrosophic sets and their application based on multi-criteria decision making problems

I Deli, M Ali, F Smarandache

(2015), pp. 249-254, ICAMechS 2015 : International Conference on Advanced Mechatronic Systems : August 22-24, 2015, Beijing, China, Beijing, China, E1-1

conference

The optimization of intelligent control interfaces using Versatile Intelligent Portable Robot Platform

Victor Vladareanu, Radu Munteanu, Ali Mumtaz, Florentin Smarandache, Luige Vladareanu

(2015), Vol. 65, pp. 225-232, ICCMIT 2015 : Proceedings of the International Conference on Communications, Management, and Information Technology, Prague, Czech Republic, E1-1

conference

Funded Projects at Deakin

No Funded Projects at Deakin found

Supervisions

No completed student supervisions to report