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Scopus Author ID: 35230685400
SciProfiles: 2385487

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Works (31)

Modeling of Evaporation Rate for Peatland Fire Prevention Using Internet of Things (IoT) System

Fire
2023-07 | Journal article | Author
DOI: 10.3390/fire6070272
Contributors: LU LI; Aduwati Sali; Nor Kamariah Noordin; A.Ismail; Fazirulhisyam Hashim; Mohd Fadlee A. Rasid; Marsyita Hanafi; Sheriza Mohd Razali; Nurizana Amir Aziz; Imas Sukaesih Sitanggang et al.
Source: check_circle
Multidisciplinary Digital Publishing Institute

Feature Selection Using New Version of V-Shaped Transfer Function for Salp Swarm Algorithm in Sentiment Analysis

Computation
2023-03 | Journal article | Author
DOI: 10.3390/computation11030056
Contributors: Dinar Ajeng Kristiyanti; Imas Sukaesih Sitanggang; Annisa NA; Sri Nurdiati
Source: check_circle
Multidisciplinary Digital Publishing Institute

Indonesian Forest and Land Fire Prevention Patrol System

Fire
2022-09 | Journal article | Author
DOI: 10.3390/fire5050136
Contributors: Imas Sukaesih Sitanggang; Lailan Syaufina; Rina Trisminingsih; Deny Ramdhany; Endang Nuradi; Muhammad Fakhri Alauddin Hidayat; Hendra Rahmawan; Wulandari; Firman Ardiansyah; Israr Albar et al.
Source: check_circle
Multidisciplinary Digital Publishing Institute

Large-Scale Oil Palm Trees Detection from High-Resolution Remote Sensing Images Using Deep Learning

Big Data and Cognitive Computing
2022-08 | Journal article | Author
DOI: 10.3390/bdcc6030089
Contributors: Hery Wibowo; Imas Sukaesih Sitanggang; Mushthofa Mushthofa; Hari Agung Adrianto
Source: check_circle
Multidisciplinary Digital Publishing Institute

Association rules mining on forest fires data using FP-Growth and ECLAT algorithm

Proceedings - 2015 3rd International Conference on Adaptive and Intelligent Agroindustry, ICAIA 2015
2016 | Conference paper
DOI: 10.1109/ICAIA.2015.7506520
EID:

2-s2.0-84981316476
Contributors: Arincy, N.; Sitanggang, I.S.
Source: Self-asserted source
Imas Sukaesih Sitanggang via Scopus - Elsevier

Detection and prediction of peatland cover changes using support vector machine and Markov Chain Model

Telkomnika (Telecommunication Computing Electronics and Control)
2016 | Journal article
DOI: 10.12928/TELKOMNIKA.v14i1.2400
EID:

2-s2.0-84964765970
Contributors: Khaira, U.; Sitanggang, I.S.; Syaufina, L.
Source: Self-asserted source
Imas Sukaesih Sitanggang via Scopus - Elsevier

Determination of Optimal Epsilon (Eps) Value on DBSCAN Algorithm to Clustering Data on Peatland Hotspots in Sumatra

IOP Conference Series: Earth and Environmental Science
2016 | Conference paper
DOI: 10.1088/1755-1315/31/1/012012
EID:

2-s2.0-84966312438
Contributors: Rahmah, N.; Sitanggang, I.S.
Source: Self-asserted source
Imas Sukaesih Sitanggang via Scopus - Elsevier

Outlier Detection on Hotspots Data in Riau Province using DBSCAN Algorithm

IOP Conference Series: Earth and Environmental Science
2016 | Conference paper
DOI: 10.1088/1755-1315/31/1/012035
EID:

2-s2.0-84966397474
Contributors: Sukmasetya, P.; Sitanggang, I.S.
Source: Self-asserted source
Imas Sukaesih Sitanggang via Scopus - Elsevier

Sequential Pattern Mining on hotspot data in Riau province using the PrefixSpan algorithm

Proceedings - 2015 3rd International Conference on Adaptive and Intelligent Agroindustry, ICAIA 2015
2016 | Conference paper
DOI: 10.1109/ICAIA.2015.7506517
EID:

2-s2.0-84981336626
Contributors: Nurulhaq, N.Z.; Sitanggang, I.S.
Source: Self-asserted source
Imas Sukaesih Sitanggang via Scopus - Elsevier

Sequential Patterns for hotspot occurrences based weather datausing Clospan algorithm

Proceedings - 2015 3rd International Conference on Adaptive and Intelligent Agroindustry, ICAIA 2015
2016 | Conference paper
DOI: 10.1109/ICAIA.2015.7506514
EID:

2-s2.0-84981320695
Contributors: Agustina, T.; Sitanggang, I.S.
Source: Self-asserted source
Imas Sukaesih Sitanggang via Scopus - Elsevier

Web-Based Application for Outliers Detection on Hotspot Data Using K-Means Algorithm and Shiny Framework

IOP Conference Series: Earth and Environmental Science
2016 | Conference paper
DOI: 10.1088/1755-1315/31/1/012003
EID:

2-s2.0-84966349539
Contributors: Suci, A.M.Y.A.; Sitanggang, I.S.
Source: Self-asserted source
Imas Sukaesih Sitanggang via Scopus - Elsevier

Burn area processing to generate false alarm data for hotspot prediction models

Telkomnika (Telecommunication Computing Electronics and Control)
2015 | Journal article
DOI: 10.12928/telkomnika.v13i3.1543
EID:

2-s2.0-84979747936
Contributors: Sitanggang, I.S.; Yaakob, R.; Mustapha, N.; Ainuddin, A.N.
Source: Self-asserted source
Imas Sukaesih Sitanggang via Scopus - Elsevier

Comparative analysis of classification methods in determining non-active student characteristics in Indonesia Open University

Journal of Applied Statistics
2015 | Journal article
DOI: 10.1080/02664763.2015.1077940
EID:

2-s2.0-84946430559
Contributors: Ratnaningsih, D.J.; Sitanggang, I.S.
Source: Self-asserted source
Imas Sukaesih Sitanggang via Scopus - Elsevier

Expert system modeling for land suitability based on fuzzy genetic for cereal commodities: Case study wetland paddy and corn

Telkomnika (Telecommunication Computing Electronics and Control)
2015 | Journal article
DOI: 10.12928/telkomnika.v13i3.1735
EID:

2-s2.0-84979730349
Contributors: Insani, F.; Sitanggang, I.S.; Marimin
Source: Self-asserted source
Imas Sukaesih Sitanggang via Scopus - Elsevier

Global and collective outliers detection on hotspot data as forest fires indicator in Riau Province, Indonesia

ICSDM 2015 - Proceedings 2015 2nd IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services
2015 | Conference paper
DOI: 10.1109/ICSDM.2015.7298027
EID:

2-s2.0-84956687574
Contributors: Sitanggang, I.S.; Baehaki, D.A.M.
Source: Self-asserted source
Imas Sukaesih Sitanggang via Scopus - Elsevier

Poisson clustering process on hotspot in peatland area in Sumatera

Telkomnika (Telecommunication Computing Electronics and Control)
2015 | Journal article
DOI: 10.12928/TELKOMNIKA.v13i4.2272
EID:

2-s2.0-84979673493
Contributors: Kirana, A.P.; Sitanggang, I.S.; Syaufina, L.
Source: Self-asserted source
Imas Sukaesih Sitanggang via Scopus - Elsevier

Star catalog generation for satellite attitude navigation using density based clustering

Journal of Computer Science
2015 | Journal article
DOI: 10.3844/jcssp.2015.1082.1089
EID:

2-s2.0-84958964343
Contributors: Saifudin, M.A.; Silalahi, B.P.; Sitanggang, I.S.
Source: Self-asserted source
Imas Sukaesih Sitanggang via Scopus - Elsevier

A decision tree based on spatial relationships for predicting hotspots in peatlands

Telkomnika (Telecommunication Computing Electronics and Control)
2014 | Journal article
DOI: 10.12928/TELKOMNIKA.v12i2.2036
EID:

2-s2.0-84904638346
Contributors: Sitanggang, I.S.; Yaakob, R.; Mustapha, N.; Ainuddin, A.N.
Source: Self-asserted source
Imas Sukaesih Sitanggang via Scopus - Elsevier

A spatial decision tree based on topological relationships for classifying hotspot occurences in Bengkalis Riau Indonesia

Proceedings - ICACSIS 2014: 2014 International Conference on Advanced Computer Science and Information Systems
2014 | Conference paper
DOI: 10.1109/ICACSIS.2014.7065844
EID:

2-s2.0-84927739561
Contributors: Khoiriyah, Y.M.; Sitanggang, I.S.
Source: Self-asserted source
Imas Sukaesih Sitanggang via Scopus - Elsevier

A time-delay cascading neural network architecture for modeling time-dependent predictor in onset prediction

Journal of Computer Science
2014 | Journal article
DOI: 10.3844/jcssp.2014.976-984
EID:

2-s2.0-84894633256
Contributors: Buono, A.; Sitanggang, I.S.; Mushthofa; Kustiyo, A.
Source: Self-asserted source
Imas Sukaesih Sitanggang via Scopus - Elsevier

Classification model for hotspot occurrences using spatial decision tree algorithm

Journal of Computer Science
2013 | Journal article
DOI: 10.3844/jcssp.2013.244.251
EID:

2-s2.0-84880101985
Contributors: Sitanggang, I.S.; Yaakob, R.; Mustapha, N.; Ainuddin, A.N.
Source: Self-asserted source
Imas Sukaesih Sitanggang via Scopus - Elsevier

Predictive models for hotspots occurrence using decision tree algorithms and logistic regression

Journal of Applied Sciences
2013 | Journal article
DOI: 10.3923/jas.2013.252.261
EID:

2-s2.0-84874336175
Contributors: Sitanggang, I.S.; Yaakob, R.; Mustapha, N.; Ainuddin, A.N.
Source: Self-asserted source
Imas Sukaesih Sitanggang via Scopus - Elsevier

Application of classification algorithms in data mining for hotspots occurrence prediction in Riau province Indonesia

Journal of Theoretical and Applied Information Technology
2012 | Journal article
EID:

2-s2.0-84867180480
Contributors: Sitanggang, I.S.; Yaakob, R.; Mustapha, N.; Ainuddin, A.N.
Source: Self-asserted source
Imas Sukaesih Sitanggang via Scopus - Elsevier

An extended ID3 decision tree algorithm for spatial data

ICSDM 2011 - Proceedings 2011 IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services
2011 | Conference paper
DOI: 10.1109/ICSDM.2011.5969003
EID:

2-s2.0-80052104797
Contributors: Sitanggang, I.S.; Yaakob, R.; Mustapha, N.; Nuruddin, A.A.B.
Source: Self-asserted source
Imas Sukaesih Sitanggang via Scopus - Elsevier

Classification model for hotspot occurrences using a decision tree method

Geomatics, Natural Hazards and Risk
2011 | Journal article
DOI: 10.1080/19475705.2011.565807
EID:

2-s2.0-79957448940
Contributors: Sitanggang, I.S.; Ismail, M.H.
Source: Self-asserted source
Imas Sukaesih Sitanggang via Scopus - Elsevier

Modeling forest fires risk using spatial decision tree

Conference on Data Mining and Optimization
2011 | Conference paper
DOI: 10.1109/DMO.2011.5976512
EID:

2-s2.0-80055056283
Contributors: Yaakob, R.; Mustapha, N.; Nuruddin, A.A.B.; Sitanggang, I.S.
Source: Self-asserted source
Imas Sukaesih Sitanggang via Scopus - Elsevier

A fuzzy based decision support system for evaluating land suitability and selecting crops

Journal of Computer Science
2010 | Journal article
EID:

2-s2.0-77952468092
Contributors: Hartati, S.; Sitanggang, I.S.
Source: Self-asserted source
Imas Sukaesih Sitanggang via Scopus - Elsevier

Hotspot occurrences classification using decision tree method: Case study in the rokan Hilir, Riau Province, Indonesia

Proceedings - 2010 8th International Conference on ICT and Knowledge Engineering, ICT and KE 2010
2010 | Conference paper
DOI: 10.1109/ICTKE.2010.5692912
EID:

2-s2.0-79951785931
Contributors: Sitanggang, I.S.; Ismail, M.H.
Source: Self-asserted source
Imas Sukaesih Sitanggang via Scopus - Elsevier

Sequential pattern mining on library transaction data

Proceedings 2010 International Symposium on Information Technology - Visual Informatics, ITSim'10
2010 | Conference paper
DOI: 10.1109/ITSIM.2010.5561316
EID:

2-s2.0-78049389738
Contributors: Sitanggang, I.S.; Husin, N.A.; Agustina, A.; Mahmoodian, N.
Source: Self-asserted source
Imas Sukaesih Sitanggang via Scopus - Elsevier

Data warehouse and web-based OLAP for hotspot distribution in Indonesia

2009 2nd Conference on Data Mining and Optimization, DMO 2009
2009 | Conference paper
DOI: 10.1109/DMO.2009.5341921
EID:

2-s2.0-72449186559
Contributors: Hayardisi, G.; Sitanggang, I.S.; Syaufina, L.
Source: Self-asserted source
Imas Sukaesih Sitanggang via Scopus - Elsevier

Fuzzy decision tree dengan algoritme ID3 pada data diabetes

Internetworking Indonesia Journal
2009 | Journal article
EID:

2-s2.0-84865120422
Contributors: Romansyah, F.; Sitanggang, I.S.; Nurdiati, S.
Source: Self-asserted source
Imas Sukaesih Sitanggang via Scopus - Elsevier
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