• 292 Citations
  • 9 h-Index
20062018
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Research Output 2006 2018

  • 292 Citations
  • 9 h-Index
  • 42 Article
  • 24 Conference contribution
  • 1 Chapter
2018
5 Citations (Scopus)

Absolute cosine-based SVM-RFE feature selection method for prostate histopathological grading

Sahran, S., Albashish, D., Abdullah, A., Shukor, N. A. & Hayati Md Pauzi, S., 1 May 2018, In : Artificial Intelligence in Medicine. 87, p. 78-90 13 p.

Research output: Contribution to journalArticle

Feature extraction
Prostate
Tissue
Textures
Classifiers
1 Citation (Scopus)

A hierarchical classifier for multiclass prostate histopathology image gleason grading

Albashish, D., Sahran, S., Abdullah, A., Alweshah, M. & Adam, A., 1 Apr 2018, In : Journal of Information and Communication Technology. 17, 2, p. 323-346 24 p.

Research output: Contribution to journalArticle

Grading
Multi-class
Classifiers
Classifier
Binary
Fuzzy Logic
fuzzy logic
Fuzzy logic
breasts
Breast

Heterogeneous ensemble pruning based on Bee Algorithm for mammogram classification

Qasem, A., Sahran, S., Sheikh Abdullah, S. N. H., Albashish, D., Iqbal Hussain, R. & Arasaratnam, S., 1 Jan 2018, In : International Journal of Advanced Computer Science and Applications. 9, 12, p. 231-239 9 p.

Research output: Contribution to journalArticle

Classifiers
Discriminant analysis
Set theory
Support vector machines
Costs
1 Citation (Scopus)

Linear intensity-based image registration

Ahmad, Y. M., Sahran, S., Adam, A. & Osman, S. S., 1 Jan 2018, In : International Journal of Advanced Computer Science and Applications. 9, 12, p. 211-217 7 p.

Research output: Contribution to journalArticle

Open Access
Image registration
Imaging techniques
Mean square error
Functional assessment
Patient treatment
1 Citation (Scopus)
artificial intelligence
Malaysia
Poverty
poverty
Learning systems

Multiple descriptors for Visual Odometry Trajectory Estimation

Salameh, M., Abdullah, A. & Sahran, S., 1 Jan 2018, In : International Journal on Advanced Science, Engineering and Information Technology. 8, 4-2, p. 1423-1430 8 p.

Research output: Contribution to journalArticle

trajectories
Trajectories
Benchmarking
robots
Noise

Pattern image significance for camera calibration

Pirahansiah, F., Sheikh Abdullah, S. N. H. & Sahran, S., 28 Feb 2018, IEEE Student Conference on Research and Development: Inspiring Technology for Humanity, SCOReD 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 456-460 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Cameras
cameras
Calibration
Pinhole cameras
pinhole cameras
1 Citation (Scopus)
artificial intelligence
Learning systems
Feature extraction
Set theory
Learning algorithms

Spike Response Function weight and delay updating strategy using delay rules

Almasri, A. H., Sahran, S. & Yafi, E., 1 Jan 2018, In : International Journal of Engineering and Technology(UAE). 7, 4.29 Special Issue 29, p. 173-177 5 p.

Research output: Contribution to journalArticle

Learning
Neural networks
Weights and Measures
Neurons
Pattern recognition
2017
2 Citations (Scopus)
Support vector machines
controllers
Watersheds
segmentation
pixel
9 Citations (Scopus)
Benchmarking
swarms
Particle swarm optimization (PSO)
Random Allocation
Analysis of Variance

Ensemble of bayesian filters for loop closure detection

Salameh, M. O., Abdullah, A. & Sahran, S., 1 Jun 2017, In : Pertanika Journal of Science and Technology. 25, S6, p. 235-242 8 p.

Research output: Contribution to journalArticle

filter
robots
Bayes Theorem
prediction
cameras
1 Citation (Scopus)

Ensemble of vector and binary descriptor for loop closure detection

Salameh, M. O., Abdullah, A. & Sahran, S., 2017, Robot Intelligence Technology and Applications 4 - Results from the 4th International Conference on Robot Intelligence Technology and Applications. Springer Verlag, Vol. 447. p. 329-340 12 p. (Advances in Intelligent Systems and Computing; vol. 447).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning algorithms
Decision making
3 Citations (Scopus)

Lumen-nuclei ensemble machine learning system for diagnosing prostate cancer in histopathology images

Albashish, D., Sahran, S., Abdullah, A., Abd Shukor, N. & Md Pauzi, S. H., 1 Jun 2017, In : Pertanika Journal of Science and Technology. 25, S6, p. 39-48 10 p.

Research output: Contribution to journalArticle

histopathology
artificial intelligence
prostatic neoplasms
prognosis
Learning systems
1 Citation (Scopus)

Multi-level learning approach for prostate histopathology images classification

Sahran, S., Abdullah, A., Albashish, D. & Abu-Taleb, S. J., 20 Oct 2017, ICIT 2017 - 8th International Conference on Information Technology, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 947-955 9 p. 8079973

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Image classification
Prostate
Learning
Histopathology
Decomposition
10 Citations (Scopus)

Strategic alignment between sustainability and information systems: A case analysis in Malaysian public Higher Education Institutions

Goni, F. A., Chofreh, A. G., Mukhtar, M., Sahran, S., Abdul Shukor, S. & Klemeš, J. J., 1 Dec 2017, In : Journal of Cleaner Production. 168, p. 263-270 8 p.

Research output: Contribution to journalArticle

higher education
Sustainable development
Information systems
information system
Education
Dynamic Optimization Problems
Patch
Dynamic Environment
Metaheuristics
Word problem
2016
2 Citations (Scopus)

An inventory model with reworking and setup time to consider effect of inflation and time value of money

Seyedi, I., Mirzazadeh, S., Malekidaronkolaei, A., Mukhtar, M. & Sahran, S., 1 Mar 2016, In : Journal of Engineering Science and Technology. 11, 3, p. 416-430 15 p.

Research output: Contribution to journalArticle

Economics
Cost functions
Costs
3 Citations (Scopus)

Automated service identification framework (ASIF)

Zadeh, A. T., Mukhtar, M., Sahran, S. & Lotfi, Z., 31 Jan 2016, In : Journal of Theoretical and Applied Information Technology. 83, 3, p. 451-464 14 p.

Research output: Contribution to journalArticle

Industry
Service oriented architecture (SOA)
Automation
Service-oriented Architecture
Framework
4 Citations (Scopus)

Automated service identification methods: A review

Zadeh, A. T., Sahran, S. & Mukhtar, M., 2016, In : International Journal on Advanced Science, Engineering and Information Technology. 6, 6, p. 1053-1059 7 p.

Research output: Contribution to journalArticle

Automation
automation
Industry
Identification (control systems)
methodology
4 Citations (Scopus)
histopathology
Prostate
learning
Learning
Tissue
3 Citations (Scopus)

Hexagonal microstrip antenna simulation for breast cancer detection

Kahwaji, A., Arshad, H., Sahran, S., Garba, A. G. & Iqbal Hussain, R., 28 Apr 2016, 2016 International Conference on Industrial Informatics and Computer Systems, CIICS 2016. Institute of Electrical and Electronics Engineers Inc., 7462400

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Microstrip antennas
Antennas
Bandwidth
Communication
3 Citations (Scopus)

Round Randomized Learning Vector Quantization for Brain Tumor Imaging

Sheikh Abdullah, S. N. H., Bohani, F. A., Nayef, B. H., Sahran, S., Al Akash, O., Iqbal Hussain, R. & Ismail, F., 2016, In : Computational and Mathematical Methods in Medicine. 2016, 8603609.

Research output: Contribution to journalArticle

Learning Vector Quantization
Brain Tumor
Vector quantization
Neuroimaging
Brain Neoplasms
6 Citations (Scopus)

The variants of the Bees Algorithm (BA): a survey

Hussein, W. A., Sahran, S. & Sheikh Abdullah, S. N. H., 2 Apr 2016, (Accepted/In press) In : Artificial Intelligence Review. p. 1-55 55 p.

Research output: Contribution to journalArticle

Bees
Tuning
experiment
Patents and inventions
local population
1 Citation (Scopus)

Type 2 Fuzzy Logic for mammogram breast tissue classification

Baharuddin, W. N. A., Sheikh Abdullah, S. N. H., Sahran, S., Qasem, A., Abdullah, A., Iqbal Hussain, R. & Ismail, F., 28 Apr 2016, 2016 International Conference on Industrial Informatics and Computer Systems, CIICS 2016. Institute of Electrical and Electronics Engineers Inc., 7462439

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Fuzzy logic
Membership functions
Tissue
Radiology
Linguistics
2 Citations (Scopus)

Vision based inspection system for missing footprint detection on printed circuit boards

Mogharrebi, M., Sahran, S., Ang, M. C. & Prabuwono, A. S., 1 Feb 2016, In : Journal of Theoretical and Applied Information Technology. 84, 1, p. 10-18 9 p.

Research output: Contribution to journalArticle

Printed Circuit Board
Printed circuit boards
Inspection
Production Rules
Image Processing
2015
23 Citations (Scopus)

A fast scheme for multilevel thresholding based on a modified bees algorithm

Hussein, W. A., Sahran, S. & Sheikh Abdullah, S. N. H., 10 Jun 2015, (Accepted/In press) In : Knowledge-Based Systems.

Research output: Contribution to journalArticle

Image segmentation
Maximum entropy methods
Image quality
Pattern recognition
Image processing
8 Citations (Scopus)

Environmental sustainability: Research growth and trends

Goni, F. A., Abdul Shukor, S., Mukhtar, M. & Sahran, S., 2015, In : Advanced Science Letters. 21, 2, p. 192-195 4 p.

Research output: Contribution to journalArticle

Sustainability
Sustainable development
sustainability
trend
Growth
3 Citations (Scopus)
Automotive industry
Instrument development
Product quality
Supply chain integration
Suppliers
2 Citations (Scopus)

Multi-scoring feature selection method based on SVM-RFE for prostate cancer diagnosis

Albashish, D., Sahran, S., Abdullah, A., Adam, A., Shukor, N. A. & Md Pauzi, S. H., 10 Dec 2015, Proceedings - 5th International Conference on Electrical Engineering and Informatics: Bridging the Knowledge between Academic, Industry, and Community, ICEEI 2015. Institute of Electrical and Electronics Engineers Inc., p. 682-686 5 p. 7352585

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Feature extraction
Textures
Tissue
Computer aided diagnosis
Histology
2014
1 Citation (Scopus)
Signal to noise ratio
Pattern recognition
Imaging techniques
9 Citations (Scopus)

An investigation of lead benchmarking implementation: A comparison of small/medium enterprises and large companies

Zeinalnezhad, M., Mukhtar, M. & Sahran, S., 2014, In : Benchmarking. 21, 1, p. 121-145 25 p.

Research output: Contribution to journalArticle

Large companies
Benchmarking
Small and medium-sized enterprises
Manufacturing organizations
Performance indicators
2 Citations (Scopus)
Ownership
Watermark
Watermarking
ownership
transform
1 Citation (Scopus)
Resiliency
Multimedia
Ownership
Watermarking
multimedia
2 Citations (Scopus)

Brain images application and supervised learning algorithms: A review

Nayef, B. H., Sheikh Abdullah, S. N. H., Iqbal Hussain, R., Sahran, S. & Almasri, A. H., 2014, In : Journal of Medical Sciences (Faisalabad). 14, 3, p. 108-122 15 p.

Research output: Contribution to journalArticle

Learning
Brain Neoplasms
Magnetic Resonance Spectroscopy
Brain
Workload
8 Citations (Scopus)

Breast cancer mass localization based on machine learning

Qasem, A., Sheikh Abdullah, S. N. H., Sahran, S., Tengku Wook, T. S. M., Iqbal Hussain, R., Abdullah, N. & Ismail, F., 2014, Proceedings - 2014 IEEE 10th International Colloquium on Signal Processing and Its Applications, CSPA 2014. IEEE Computer Society, p. 31-36 6 p. 6805715

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Support vector machines
Learning systems
Watersheds
Controllers
Image processing
5 Citations (Scopus)
Magnetic Resonance Imaging
Hybrid Algorithm
Magnetic resonance imaging
Search Algorithm
Brain
16 Citations (Scopus)

Patch-Levy-based initialization algorithm for Bees Algorithm

Hussein, W. A., Sahran, S. & Sheikh Abdullah, S. N. H., 2014, In : Applied Soft Computing Journal. 23, p. 104-121 18 p.

Research output: Contribution to journalArticle

Experiments

Trigonometry technique for ball prediction in robot soccer

Sudin, M. N., Sheikh Abdullah, S. N. H., Nasrudin, M. F. & Sahran, S., 2014, Advances in Intelligent Systems and Computing. Springer Verlag, Vol. 274. p. 753-762 10 p. (Advances in Intelligent Systems and Computing; vol. 274).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Robots
2013
14 Citations (Scopus)

Aligning an information system strategy with sustainability strategy towards sustainable campus

Goni, F. A., Sahran, S., Mukhtar, M., Abdul Shukor, S. & Chofreh, A. G., 2013, International Conference on Research and Innovation in Information Systems, ICRIIS. p. 245-250 6 p. 6716717

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Sustainable development
Information systems
Education
4 Citations (Scopus)

A memory-based bees algorithm: An enhancement

Shatnawi, N., Sahran, S. & Nasrudin, M. F., 2013, In : Journal of Applied Sciences. 13, 3, p. 497-502 6 p.

Research output: Contribution to journalArticle

Data storage equipment
Social aspects
4 Citations (Scopus)

A New Initialization Algorithm for Bees Algorithm

Hussein, W. A., Sahran, S. & Sheikh Abdullah, S. N. H., 2013, Communications in Computer and Information Science. Springer Verlag, Vol. 378 CCIS. p. 39-52 14 p. (Communications in Computer and Information Science; vol. 378 CCIS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

12 Citations (Scopus)

A product quality-supply chain integration framework

Lotfi, Z., Sahran, S. & Mukhtar, M., 2013, In : Journal of Applied Sciences. 13, 1, p. 36-48 13 p.

Research output: Contribution to journalArticle

Product quality
Supply chain integration
Factor analysis
Factors
Supply chain management
5 Citations (Scopus)

Brain imaging classification based on Learning Vector Quantization

Nayef, B. H., Sahran, S., Iqbal Hussain, R. & Sheikh Abdullah, S. N. H., 2013, 2013 1st International Conference on Communications, Signal Processing and Their Applications, ICCSPA 2013. 6487253

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Vector quantization
Brain
Classifiers
Neural networks
Imaging techniques

Brain Tumor Treatment Advisory System

Kaidar, S. M., Iqbal Hussain, R., Bohani, F. A., Sahran, S., Zainuddin, N. B., Ismail, F., Thanabalan, J., Kalimuthu, G. & Sheikh Abdullah, S. N. H., 2013, Communications in Computer and Information Science. Springer Verlag, Vol. 378 CCIS. p. 78-88 11 p. (Communications in Computer and Information Science; vol. 378 CCIS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Tumors
Brain
Decision making
Testing
1 Citation (Scopus)

Collaborative E-learning tool for secondary schools

Lotfi, Z., Nasaruddin, F. H., Sahran, S. & Mukhtar, M., 2013, In : Journal of Applied Sciences. 13, 1, p. 22-35 14 p.

Research output: Contribution to journalArticle

E-learning
Educational technology
Statistical methods
2 Citations (Scopus)

Infrastructural phases of automated service identification framework (ASIF)

Zadeh, A. T., Mukhtar, M. & Sahran, S., 2013, In : Journal of Theoretical and Applied Information Technology. 56, 2, p. 167-175 9 p.

Research output: Contribution to journalArticle

Service oriented architecture (SOA)
Modeling
Small and Medium-sized Enterprises
Service-oriented Architecture
Justification
1 Citation (Scopus)

Optimization of multilevel image thresholding using the bees algorithm

Shatnawi, N., Nasrudin, M. F. & Sahran, S., 2013, In : Journal of Applied Sciences. 13, 3, p. 458-464 7 p.

Research output: Contribution to journalArticle

Sampling
Particle swarm optimization (PSO)
Image quality
Signal to noise ratio
Pixels
6 Citations (Scopus)
Image segmentation
Image Segmentation
Signal to noise ratio
Thresholding
Pattern recognition