Most cited papers in Data Mining and Machine Learning Applications
What are the most cited papers in Data Mining and Machine Learning Applications?
The most cited paper in Data Mining and Machine Learning Applications is "ANALISIS DATA KUALITATIF" (Ahmad Rijali, 2019), with 2,949 citations. Next come "Qualitative Data Analysis with NVivo" (2,544) and "Principal component analysis" (1,456).
Showing 50 of 100 papers. Every paper with more than 86 citations is listed.
| # | Paper | ||
|---|---|---|---|
| 1 | ANALISIS DATA KUALITATIF Ahmad Rijali · ALHADHARAH JURNAL ILMU DAKWAH | 2 Jan 2019 | 2,949 |
| 2 | Qualitative Data Analysis with NVivo Pat Bazeley, Kristi Jackson | 2007 | 2,544 |
| 3 | Principal component analysis Jake Lever, Martin I. Krzywinski, Naomi Altman · Nature Methods | 29 Jun 2017 | 1,456 |
| 4 | Integration K-Means Clustering Method and Elbow Method For Identification of The Best Customer Profile Cluster Muhammad Ali Syakur, Bain Khusnul Khotimah, Eka Mala Sari Rochman et al. · IOP Conference Series Materials Science and Engineering | Apr 2018 | 1,208 |
| 5 | Qualitative Data Analysis: An Introduction Maureen Kzillen, Nikki Jarrett · Journal of Advanced Nursing | 2 Aug 2007 | 858 |
| 6 | A Template Approach to Text Analysis: Developing and Using Codebooks Benjamin F. Crabtree, William L. Miller | 1992 | 765 |
| 7 | Introduction to Algorithms Josh Cutler, Matt Dickenson · Textbooks on political analysis | 2020 | 460 |
| 8 | Penerapan Skala Likert dan Skala Dikotomi Pada Kuesioner Online Viktor Handrianus Pranatawijaya, Widiatry Widiatry, Ressa Priskila et al. · Jurnal Sains dan Informatika | 8 Dec 2019 | 407 |
| 9 | What are Different Research Approaches? Comprehensive Review of Qualitative, Quantitative, and Mixed Method Research, Their Applications, Types, and Limitations Hamed Taherdoost · Journal of Management Science & Engineering research | 22 Apr 2022 | 382 |
| 10 | Comparison of Min-Max normalization and Z-Score Normalization in the K-nearest neighbor (kNN) Algorithm to Test the Accuracy of Types of Breast Cancer Henderi Henderi · IJIIS International Journal of Informatics and Information Systems | Mar 2021 | 352 |
| 11 | The Determination of Cluster Number at k-Mean Using Elbow Method and Purity Evaluation on Headline News Dhendra Marutho, Sunarna Hendra Handaka, Ekaprana Wijaya et al. · 2018 International Seminar on Application for Technology of Information and Communication | Sep 2018 | 339 |
| 12 | Teknik Pemeriksaan Keabsahan Data pada Penelitian Kualitatif di Bidang Kesehatan Masyarakat Arnild Augina Mekarisce · JURNAL ILMIAH KESEHATAN MASYARAKAT Media Komunikasi Komunitas Kesehatan Masyarakat | 10 Sep 2020 | 330 |
| 13 | Impact of Pandemic COVID-19 on Education in India Pravat Kumar Jena | 26 Aug 2020 | 314 |
| 14 | Improved the Performance of the K-Means Cluster Using the Sum of Squared Error (SSE) optimized by using the Elbow Method Rena Nainggolan, Resianta Perangin-angin, Emma R. Simarmata et al. · Journal of Physics Conference Series | Nov 2019 | 304 |
| 15 | PENGUJIAN PERSYARATAN ANALISIS (UJI HOMOGENITAS DAN UJI NORMALITAS) Usmadi Usmadi · Inovasi Pendidikan | 3 Nov 2020 | 264 |
| 16 | Klasifikasi Citra Menggunakan Convolutional Neural Network (CNN) pada Caltech 101 Wayan Suartika Eka Putra · Jurnal Teknik ITS | 18 Mar 2016 | 262 |
| 17 | Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks Yizhong Wang et al. | 2022 | 252 |
| 18 | STATISTIK DESKRIPTIF DALAM PENELITIAN KUALITATIF Amirotun Sholikhah · KOMUNIKA Jurnal Dakwah dan Komunikasi | 1970 | 242 |
| 19 | Prediction and analysis of Indonesia Presidential election from Twitter using sentiment analysis Widodo Budiharto, Meiliana Meiliana · Journal Of Big Data | Dec 2018 | 240 |
| 20 | Time series analysis and forecasting of coronavirus disease in Indonesia using ARIMA model and PROPHET Christophorus Beneditto Aditya Satrio, William Darmawan, Bellatasya Unrica Nadia et al. · Procedia Computer Science | 2021 | 232 |
| 21 | Sentiment Analysis Using Naive Bayes Algorithm Of The Data Crawler: Twitter Meylan Wongkar, Apriandy Angdresey · 2019 Fourth International Conference on Informatics and Computing (ICIC) | Oct 2019 | 229 |
| 22 | Data Mining : Klasifikasi Menggunakan Algoritma C4.5 Yuli Mardi · Edik Informatika | 9 Feb 2017 | 224 |
| 23 | A comparative study of Reduced Error Pruning method in decision tree algorithms W. Nor Haizan W. Mohamed, Mohd Najib Mohd Salleh, Abdul Halim Omar | Nov 2012 | 218 |
| 24 | Credit Card Fraud Detection Using Machine Learning Ruttala Sailusha, V. Gnaneswar, R. Ramesh et al. | May 2020 | 203 |
| 25 | An urbanizing world: Global report on human settlements, 1996 Alan Gilbert · Habitat International | Mar 1998 | 203 |
| 26 | K-Nearest Neighbor (K-NN) based Missing Data Imputation Della Murbarani Prawidya Murti, Utomo Pujianto, Aji Prasetya Wibawa et al. | Oct 2019 | 200 |
| 27 | Sentiment Analysis Using Word2vec And Long Short-Term Memory (LSTM) For Indonesian Hotel Reviews Putra Fissabil Muhammad, Retno Kusumaningrum, Adi Wibowo · Procedia Computer Science | 2021 | 182 |
| 28 | Sigmoid Activation Function in Selecting the Best Model of Artificial Neural Networks Heny Pratiwi, Agus Perdana Windarto, S Susliansyah et al. · Journal of Physics Conference Series | Feb 2020 | 169 |
| 29 | Uji Validitas dan Reliabilitas Tingkat Partisipasi Politik Masyarakat Kota Padang Livia Amanda, Ferra Yanuar, Dodi Devianto · Jurnal Matematika UNAND | 5 Jul 2019 | 167 |
| 30 | The Clustering Validity with Silhouette and Sum of Squared Errors Tippaya Thinsungnoen, Nuntawut Kaoungku, Pongsakorn Durongdumronchai et al. | 2015 | 167 |
| 31 | Heart disease classification using data mining tools and machine learning techniques Ilias Tougui, Abdelilah Jilbab, Jamal El Mhamdi · Health and Technology | 18 May 2020 | 165 |
| 32 | A Study of the Optimization Algorithms in Deep Learning Raniah Zaheer, Humera Shaziya | 2019 | 163 |
| 33 | Comparative analysis of k-nearest neighbor and modified k-nearest neighbor algorithm for data classification Okfalisa, Ikbal Gazalba, Mustakim Mustakim et al. | Nov 2017 | 163 |
| 34 | Determination of Optimal Epsilon (Eps) Value on DBSCAN Algorithm to Clustering Data on Peatland Hotspots in Sumatra Nadia Rahmah, Imas Sukaesih Sitanggang · IOP Conference Series Earth and Environmental Science | 2016 | 160 |
| 35 | Qualitative data analysis with NVIVO Andrew Edwards‐Jones · Journal of Education for Teaching International Research and Pedagogy | 13 Jan 2014 | 159 |
| 36 | The Effect of Land Use and Land Cover Changes on Flood Occurrence in Teunom Watershed, Aceh Jaya Sugianto Sugianto, Anwar Deli, Edy Miswar et al. · Land | 8 Aug 2022 | 155 |
| 37 | Performance comparison of TF-IDF and Word2Vec models for emotion text classification Denis Eka Cahyani, Irene Patasik · Bulletin of Electrical Engineering and Informatics | Oct 2021 | 155 |
| 38 | Potensi Pembelajaran Pendidikan Jasmani Olahraga Dan Kesehatan (PJOK) Di Tengah Pandemi Corona Virus Disease (COVID)-19 Di Sekolah Dasar Herlina Herlina, Maman Suherman · Tadulako Journal Sport Sciences And Physical Education | 23 Jun 2020 | 149 |
| 39 | Kriteria Empirik dalam Menentukan Ukuran Sampel Pada Pengujian Hipotesis Statistika dan Analisis Butir Idrus Alwi · Formatif Jurnal Ilmiah Pendidikan MIPA | 5 Aug 2015 | 146 |
| 40 | Penerapan Algoritma K-Means Untuk Clustering Data Obat-Obatan Gustientiedina Gustientiedina, M. Hasmil Adiya, Yenny Desnelita · Jurnal Nasional Teknologi dan Sistem Informasi | 30 Apr 2019 | 145 |
| 41 | Optimization of distance formula in K-Nearest Neighbor method Arif Ridho Lubis, Muharman Lubis, Al-Khowarizmi Al-Khowarizmi · Bulletin of Electrical Engineering and Informatics | Feb 2020 | 137 |
| 42 | PERAN PENDIDIKAN JASMANI DAN OLAHRAGA PADA LEMBAGA PENDIDIKANDI INDONESIA Sabaruddin Yunis Bangun · Publikasi Pendidikan | Oct 2016 | 137 |
| 43 | Analisis Sentimen Calon Gubernur DKI Jakarta 2017 Di Twitter Ghulam Asrofi Buntoro · INTEGER Journal of Information Technology | 9 Mar 2017 | 135 |
| 44 | Diabetes prediction using supervised machine learning Muhammad Exell Febrian, Fransiskus Xaverius Ferdinan, Gustian Paul Sendani et al. · Procedia Computer Science | 2023 | 133 |
| 45 | Data science approach to stock prices forecasting in Indonesia during Covid-19 using Long Short-Term Memory (LSTM) Widodo Budiharto · Journal Of Big Data | 11 Mar 2021 | 133 |
| 46 | The application of K-means clustering for province clustering in Indonesia of the risk of the COVID-19 pandemic based on COVID-19 data Dahlan Abdullah, Sidik Susilo, Ansari Saleh Ahmar et al. · Quality & Quantity | 3 Jun 2021 | 131 |
| 47 | Perbandingan Normalisasi Data untuk Klasifikasi Wine Menggunakan Algoritma K-NN Darnisa Azzahra Nasution, Hidayah Husnul Khotimah, Nurul Chamidah · CESS (Journal of Computer Engineering System and Science) | 31 Jan 2019 | 128 |
| 48 | Klasifikasi Masyarakat Miskin Menggunakan Metode Naive Bayes Haditsah Annur · ILKOM Jurnal Ilmiah | 31 Aug 2018 | 128 |
| 49 | ANALISIS DATA MINING UNTUK CLUSTERING KASUS COVID-19 DI PROVINSI LAMPUNG DENGAN ALGORITMA K-MEANS Zulfa Nabila, Auliya Rahman Isnain, Permata Permata et al. · Jurnal Nasional Teknologi dan Sistem Informasi | 27 Jul 2021 | 125 |
| 50 | PENERAPAN ALGORITMA NAIVE BAYES UNTUK ANALISIS SENTIMEN REVIEW DATA TWITTER BMKG NASIONAL Dedi Darwis, Nery Siskawati, Zaenal Abidin · Jurnal Tekno Kompak | 17 Feb 2021 | 124 |
Citations are OpenAlex's own counts, from its 2026-09-23 snapshot, so the ranking can differ from Google Scholar or Web of Science. A paper is listed for a field when OpenAlex files it under one of the field's topics; retracted papers and papers whose citation count cannot be traced to citing works are left out, and a preprint and the article it became are shown once. Release dates are OpenAlex's: where a source gave only a month or a year, that is what is shown. How the lists are chosen.