Search Results - K-nearest neighbor algorithm (KNN) algorithm

Comparative performance analysis of K-nearest neighbour (KNN) algorithm and its different variants for disease prediction by Uddin, Shahadat, Haque, Ibtisham, Lu, Haohui, Moni, Mohammad Ali, Gide, Ergun

“… The k -nearest neighbour (KNN) algorithm is the most frequently used among the wide range of machine learning algorithms…”
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Study on an adaptive thermal comfort model with K-nearest-neighbors (KNN) algorithm by Xiong, Lei, Yao, Ye

“… In this paper, a K-nearest neighbors (KNN)-based thermal comfort model is developed to establish a personalized adaptive thermal comfort environment to adapt to the preferences of the occupants…”
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Efficient improvement of energy detection technique in cognitive radio networks using K-nearest neighbour (KNN) algorithm by Musuvathi, Aneesh Sarjit S., Archbald, Jofin F., Velmurugan, T., Sumathi, D., Renuga Devi, S., Preetha, K. S.

“… An important functionality of CR is spectrum sensing. Energy detection is a very popular algorithm used for spectrum…”
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Detection of Distributed Denial of Service (DDoS) Cyber Attacks through Deep Learning Neural Network by Qamar, Roheen, Zardari, Baqar Ali, Hussain, Zahid, Ghoto, Abbas Ali, Arain, Aijaz Ahmed

“… These concerns highlight the crucial role of robust network security measures. This research proposes a deep learning approach to DDoS attack detection using three distinct algorithms within a neural network framework…”
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The Classification Of Monster And Williams Pear Varieties Using K-Means Clustering And K-Nearest Neighbor (KNN) Algorithm by Indarti, Indriyani, Novita, Budi, Arief Setya, Laraswati, Dewi, Yusnaeni, Wina, Hidayat, Arief

“… Besides, K-Nearest Neighbor (KNN) is used to know the distribution and the classification…”
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QRS detection using K-Nearest Neighbor algorithm (KNN) and evaluation on standard ECG databases by Saini, Indu, Singh, Dilbag, Khosla, Arun

“… This paper presents an application of K-Nearest Neighbor (KNN) algorithm as a classifier for detection of QRS-complex in ECG…”
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Enhancing flood-prone area mapping: fine-tuning the K-nearest neighbors (KNN) algorithm for spatial modelling by Razavi-Termeh, Seyed Vahid, Sadeghi-Niaraki, Abolghasem, Razavi, Saman, Choi, Soo-Mi

“…This study focuses on determining the optimal distance metric in the K-Nearest Neighbors (KNN…”
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SVM-KNN Network Intrusion Detection Method Based on Incremental Learning by FU Zixi, XU Yang, WU Zhaodi, XU Dandan, XIE Xiaoyao

“…) and K-Nearest Neighbor(KNN) algorithm,and the balanced k-dimensional tree is used for data structure to improve the execution…”
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Identification of Herbal Plants Using Morphology Method and K-Nearest Neighbour Algorithm (KNN) by Wirdayanti, Dwiwijaya, K A, Suriani, Rochmawati, D R, Putri, F S

“… Leaves identificiation is based on the Morphological method with K-Nearest Neighbor algorithm…”
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ANALYSIS OF APRIORI AND K-NEAREST NEIGHBOR (KNN) ALGORITHM IN RECOMMENDING APPROPRIATE LEARNING METHOD by Nuril Lutvi Azizah, Ade Eviyanti, Novia Ariyanti, Gita Wardani, Naila Farah Diba

“…The study investigates the utilization of data mining techniques, especially the Apriori algorithm and K-Nearest Neighbor (KNN…”
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Implementation and Optimization of Parallel KNN Algorithm for Sunway Architecture by WANG Qihan, PANG Jianmin, YUE Feng, ZHU Di, SHEN Li, XIAO Qian

“…The K-Nearest Neighbor（KNN） algorithm is the most typically used classification algorithm in artificial intelligence…”
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Optimization of route distance using k-NN algorithm for on-demand food delivery by Paithane, Pradip, Wagh, Sarita Jibhau, Kakarwal, Sangeeta

“…Customers are now more able to purchase goods over the phone or the Internet, and the ability for those purchases to be delivered safely to the customer’s…”
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Extended Collaborative Filtering Approach for Genre-Based Movie Recommender Systems by Motamedi, Radmehr, Neysiani, Behzad Soleimani

“…Collaborative recommender systems (RSs) play a crucial role in predicting user behaviors and suggesting new items. However, existing RSs face challenges…”
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The Analysis of Attribution Reduction of K-Nearest Neighbor (KNN) Algorithm by Using Chi-Square by Danil, Muhammad, Efendi, Syahril, Widia Sembiring, Rahmat

“… In this study, attribute reduction was carried out using the Chi-Square Algorithm implemented in K-Nearest Neighbor (KNN…”
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Lithology Prediction Using K-Nearest Neighbors (KNN) Algorithm Study Case In Upper Cibulakan Formation by Komara, Eki, Faiz Nugraha, Muhammad, Rafi, Muhammad, Lestari, Wien

“… This study focuses on lithology predictions using log data input by applying one of the machine learning algorithms, namely K-Nearest Neighbors (KNN…”
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Comparison of Decision Tree C4.5 Algorithm with K-Nearest Neighbor (KNN) Algorithm in Hadith Classification by Awaludin, Glen Nur, Gerhana, Yana Aditia, Maylawati, Dian Sa'adillah, Darmalaksana, Wahyudin, Arianti, Nunik Destria, Rahman, Ali, Musli, Muhamad

“… An example is the Decision Tree C4.5 and K-Nearest Neighbor algorithm. Based on that, the author wants to make research and this final project to compare the performance…”
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Plagiarism Detection through Data Mining Techniques by Nennuri, Rajashekar, Geetha Yadav, M, Samhitha, M, Sandeep Kumar, S, Roshini, G

“…Plagiarism is a problem that is becoming more prevalent as technology advances and the use of computer systems grows in comparison to previous generations…”
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Unification of K-Nearest Neighbor (KNN) with Distance Aware Algorithm for Intrusion Detection in Evolving Networks Like IoT by Lakshminarayana, S. K., Basarkod, P. I.

“… A k-nearest neighbor-(KNN) algorithm was used prominently in the development of network IDS due to its better detection rates…”
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Comparison Of Facies Estimation Using Support Vector Machine (SVM) And K-Nearest Neighbor (KNN) Algorithm Based On Well Log Data by Prabowo, Urip Nurwijayanto, Ferdiyan, Akmal, Raharjo, Sukmaji Anom, Sehah, Sehah, Candra, Arya Dwi

“… The purpose of this study is to examine the application of machine learning algorithms SVM and KNN in facies estimation…”
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Signature Verification Using The K-Nearest Neighbor (KNN) Algorithm and Using the Harris Corner Detector Feature Extraction Method by Alim Murtopo, Aang, Priyatna, Bayu, Mayasari, Rini

“… In this research, we will verify the authenticity of a signature and test it using the K-Nearest Neighbour (KNN…”
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