UMEXPERT - ASSOCIATE PROF. DR. TUTUT HERAWAN

Publication
Research

ARTICLE IN ACADEMIC JOURNALS

NO	DETAILS OF ARTICLE IN ACADEMIC JOURNALS
1.	Advances in Teaching and Learning on the Facebook in Higher Institutions 2017 Author(s) : Lim Shen-yang, Lit Lei Cheng, Tan Ai Huey Source : IEEE Access
2.	Ridge Polynomial Neural Network with Error Feedback for Time Series Forecasting 2017 Author(s) : Tutut Herawan Source : Plos One
3.	Soft Set Approach for Analyzing Missing data in Online Social Networks 2017 Author(s) : Tutut Herawan Source : IEEE Access
4.	An Alternative Approach to Normal Parameter Reduction Algorithm for Soft Set Theory 2017 Author(s) : Tutut Herawan Source : IEEE Access
5.	Forecasting of electricity consumption based on soft computing for advancing performance: The case study for the Organization of Petroleum Exporting Countries (OPEC) 2017 Author(s) : Tutut Herawan, Nor Liyana Bt Mohd Shuib Source : Energy
6.	he Concept of Entire Boolean values Recalculations from Aggregates in the Pre-Processed Category of Incomplete Soft Sets 2017 Author(s) : Tutut Herawan Source : IEEE Access
7.	Studying the Effect of Training Levenberg Marquardt Neural Network by Using Hybrid Meta-Heuristic Algorithms 2016 Author(s) : Tutut Herawan Source : Journal of Computational and Theoretical Nanoscience
8.	A Modified Fuzzy k-Partition based on Indiscernibility Relation for Categorical Data Clustering 2016 Author(s) : Tutut Herawan Source : Engineering Applications of Artificial Intelligence
9.	Hybrid Bat & Levenberg-Marquardt Algorithms for Artificial Neural Networks Learning 2016 Author(s) : Tutut Herawan Source : Journal of Information Science and Engineering
10.	An Alternative Data Filling Approach for Prediction of Missing Data in Soft Sets (ADFIS) 2016 Author(s) : Tutut Herawan Source : SpringerPlus
11.	Ringed Seal Search for Global Optimization via a Sensitive Search Model 2016 Author(s) : Tutut Herawan Source : PLos One
12.	A New Approach for Forecasting OPEC Petroleum Consumption Based on Neural Network Train by using Flower Pollination Algorithm 2016 Author(s) : Tutut Herawan Source : Applied Soft Computing
13.	MuDi-Stream: A Multi Density Clustering Algorithm for Evolving Data Stream 2016 Author(s) : Tutut Herawan Source : Journal of Network and Computer Applications
14.	A novel soft rough set: Soft rough hemirings and corresponding multicriteria group decision making 2016 Author(s) : Tutut Herawan Source : Applied Soft Computing
15.	Privacy Preserving Social Network Data Publication and Analysis 2016 Author(s) : Tutut Herawan Source : IEEE Communication, Survey and Tutorials
16.	A Modified Bat Algorithm based on Gaussian Distribution for Solving Optimization Problem 2016 Author(s) : Tutut Herawan Source : Journal of Computational and Theoretical Nanoscience
17.	An Alternative Data Collection Scheduling Scheme in Wireless Sensor Networks 2016 Author(s) : Tutut Herawan Source : Computing
18.	Extracting Information in Agricultural Data Using Fuzzy Rough Sets Hybridization and Clonal Selection Theory Inspired Algorithms 2016 Author(s) : Tutut Herawan Source : International Journal of Pattern Recognition and Artificial Intelligence DOI : http://dx.doi.org/10.1142/S0218
19.	Iterative Big Data Clustering Algorithms: A Review 2016 Author(s) : Wan Mohd Ashri Bin Wan Daud, Lee Ching Shya Source : Software: Practice & Experience
20.	Soft Computing Approach for Predicting OPEC Countries Oil Consumption 2016 Author(s) : Tutut Herawan Source : International Journal of Oil, Gas and Coal Technology
21.	Soft Set Approach for Clustering Student Assessment Data 2016 Author(s) : Tutut Herawan Source : Journal of Computational and Theoretical Nanoscience
22.	A Review on Artificial Intelligence Methodologies for the Forecasting of Crude Oil Price 2016 Author(s) : Tutut Herawan Source : Intelligent Automation & Soft Computing
23.	Vertex Re-identification Attack using Neighbourhood- Pair Properties 2016 Author(s) : Tutut Herawan Source : Concurrency and Computation: Practice and Experience
24.	Soft Set Based Association Rule Mining 2016 Author(s) : Tutut Herawan Source : Knowledge-Based Systems
25.	An efficient soft set-based approach for conflict analysis 2016 Author(s) : Tutut Herawan Source : PLoS One
26.	Mining critical least association rules of student suffering study anxieties 2015 Author(s) : Tutut Herawan Source : Quality & Quantity
27.	Global Warming: Predicting OPEC Carbon Dioxide Emissions from Petroleum Consumption Using Neural Network and Hybrid Cuckoo Search Algorithm 2015 Author(s) : Tutut Herawan Source : PLoS One
28.	A Data Fusion Method in Wireless Sensor Networks 2015 Author(s) : Tutut Herawan Source : Sensors
29.	Evolutionary Neural Network Model for West Texas Intermediate Crude Oil Price Prediction 2015 Author(s) : Tutut Herawan, Sameem Binti Abdul Kareem Source : Applied Energy
30.	Object-based Viewpoint for large-scale distributed environment 2015 Author(s) : Tutut Herawan Source : Malaysian Journal of Computer Science
31.	A large Scale Distributed Virtual Environment Architecture 2015 Author(s) : Tutut Herawan Source : Studies in Informatics and Control
32.	Malaria severity classification through Jordan- Elman neural network based on features extracted from thick blood smear 2015 Author(s) : Tutut Herawan, Sameem Binti Abdul Kareem
33.	Study the Effect of Metaheuristic Technique on Neural Network Weights Optimization for Data Classification 2015 Author(s) : Tutut Herawan Source : Mathematical Problem in Engineering
34.	Information Security Conscious Care Behaviour Formation in Organizations 2015 Author(s) : Tutut Herawan Source : Computers & Security
35.	The parameter reduction of the interval-valued fuzzy soft sets and its related algorithms 2014 Author(s) : Tutut Herawan Source : IEEE Transaction on Fuzzy Systems
36.	A Hybrid Algorithm for Clustering of Time-series Data based on Affinity Search Technique 2014 Author(s) : Saad Mekhilef Source : The Scientific World Journal
37.	Effect of thesaurus size on schema matching quality 2014 Author(s) : Tutut Herawan Source : Knowledge-Based Systems
38.	MGR: An information theory based hierarchical divisive clustering algorithm for categorical data 2014 Author(s) : Tutut Herawan Source : Knowledge-based Systems
39.	A Fast Density-based Clustering Algorithm for Real- Time Internet of Things Stream 2014 Author(s) : Tutut Herawan Source : The Scientific World Journal
40.	Visualization of Three-dimensional (3D) Object s optimal reality of 3D Map on Mobile Device 2014 Author(s) : Tutut Herawan Source : Applied Mathematics & Information Sciences
41.	MAR: Soft Set-based Maximum Attribute Relative Technique for Clustering Attribute Selection 2013 Author(s) : Tutut Herawan Source : Knowledge-based Systems
42.	Computational and Mathematical Methods in Medicine 2013 Author(s) : Tutut Herawan
43.	ECLAR: An Enhanced Critical Least Association Rules Model 2013 Author(s) : Tutut Herawan Source : International Journal of Data Warehousing and Mining
44.	DFIS: A Novel Data Filling Approach for Incomplete Soft Set 2012 Author(s) : Tutut Herawan Source : Journal of Applied Mathematics and Computer Science
45.	Mining highly correlated least association rules using scalable trie-based algorithm 2012 Author(s) : Tutut Herawan Source : Journal of The Chinese Institute of Engineer
46.	Applying Variable Precision Rough Set Model for Clustering Student Suﬀering Study�s Anxiety 2012 Author(s) : Tutut Herawan Source : Expert System with Applications
47.	A Novel Soft Set Approach for Selecting Clustering Attribute 2012 Author(s) : Tutut Herawan
48.	A New Eﬃcient Normal Parameter Reduction Algorithm of Soft Sets 2011 Author(s) : Tutut Herawan Source : Computer and Mathematics with Application
49.	A soft set approach for association rules mining 2011 Author(s) : Tutut Herawan
50.	Data clustering using Variable Precision Rough Set 2011 Author(s) : Tutut Herawan
51.	A rough set approach for selecting clustering attribute 2010 Author(s) : Tutut Herawan Source : Knowledge Based Systems

BOOK

NO	DETAILS OF BOOK
1.	Advanced Data and Information Engineering2 2017 Author(s) : Tutut Herawan
2.	Advances on Computational Intelligence in Energy- The Applications of Nature-Inspired & Metaheuristic Algorithms in Energy 2017 Author(s) : Tutut Herawan
3.	Advances in Intelligent Systems and Computing 2016 Author(s) : Tutut Herawan
4.	Recent Advances on Soft Computing and Data Mining 2014 Author(s) : Tutut Herawan
5.	Advanced Data and Information Engineering 2014 Author(s) : Tutut Herawan

CHAPTER IN BOOK

NO	DETAILS OF CHAPTER IN BOOK
1.	An improved genetic clustering algorithm for categorical data 2013 Author(s) : Tutut Herawan

PROCEEDING

NO	DETAILS OF PROCEEDING
1.	Review of Replication Techniques for Distributed Systems 2015 Author(s) : Tutut Herawan
2.	Workflow scheduling on distributed systems 2015 Author(s) : Tutut Herawan
3.	Layered workflow scheduling algorithm 2015 Author(s) : Tutut Herawan
4.	Orchestrating Real-Valued Negative Selection Algorithm with Computational Efficiency for Crude Oil Price 2015 Author(s) : Tutut Herawan
5.	Vertical Association Rule Mining: Case study implementation with relational DBMS 2015 Author(s) : Tutut Herawan
6.	An Approachable Analytical Study on Big Educational Data Mining 2014 Author(s) : Saeed Reza Aghabozorgi Sahaf Yazdi, Teh Ying Wah, Tutut Herawan
7.	Spatial and Temporal Clustering of Air Pollution in Malaysia: A Review 2014 Author(s) : Saeed Reza Aghabozorgi Sahaf Yazdi, Teh Ying Wah, Tutut Herawan
8.	Big Data Clustering: A Review 2014 Author(s) : Saeed Reza Aghabozorgi Sahaf Yazdi, Teh Ying Wah, Tutut Herawan

RESEARCH PROJECT

GRANT	PROGRESS	STATUS
Rough And Soft Set Theories For Tag Recommendation In Social Network And Conflict Analysis In Social Choice		end
An Efficient Model For Constructing Frequent Pattern Tree And Its Application For Educational Data Mining Researcher(s) : Associate Prof. Dr. Suraya Binti Hamid		end
Soft Set-based Knowledge Discovery in Boolean and Categorical-valued Information Systems.		end
A Generalized Parameterization Reduction and Decision Making Approach to Interval-Valued Intuitionistic Fuzzy Soft Sets Researcher(s) : Prof. Dr. Teh Ying Wah, Rabiei Mamat, Ma Xiuqin , Ahmad Nazari Mohd Rose , Mohd Isa Awang, Norhalina Senan		end
A SOFT SET-BASED MAXIMAL DEGREE OF DOMINATION ALGORITHM FOR SUPPLIER BASE MANAGEMENT CLUSTERING		end

RESEARCH COLLABORATOR

GRANT	PROGRESS	STATUS
Higher Learning Institution Recommendation for Malaysian Post Islamic Boarding School Students using Data Mining Technique Researcher(s) : Associate Prof. Dr. Suhaili Bin Sarif, Associate Prof. Dr. Mohd Abd Wahab Fatoni Bin Mohd Balwi, Associate Prof. Dr. Tutut Herawan		end
An Enhanced Trust Model for Recommender Systems in a Multi-Agent Environment Researcher(s) : Associate Prof. Dr. Tutut Herawan, Associate Prof. Dr. Sharmila A/p Jayasingam		end