Relevant SMS Spam Feature Selection Using Wrapper Approach and XGBoost Algorithm di Diyari Jalal Mussa, Noor Ghazi M. Jameel

“...According to this paper, XGBoost algorithm used for handling SMS spam detection problem. ...”
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A Comparative Study Evaluated the Performance of Two-class Classification Algorithms in Machine Learning di Shilan Abdullah Hassan, Maha Sabah Saeed

“...Among these algorithms, the Two-Class Boosted Decision Tree method demonstrated outstanding prediction ability, achieving a 100% accuracy rating. ...”
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A machine learning algorithm to increase COVID-19 inpatient diagnostic capacity. di David Goodman-Meza, Akos Rudas, Jeffrey N Chiang, Paul C Adamson, Joseph Ebinger, Nancy Sun, Patrick Botting, Jennifer A Fulcher, Faysal G Saab, Rachel Brook, Eleazar Eskin, Ulzee An, Misagh Kordi, Brandon Jew, Brunilda Balliu, Zeyuan Chen, Brian L Hill, Elior Rahmani, Eran Halperin, Vladimir Manuel

“...Our aim was to develop and evaluate a machine learning algorithm to diagnose COVID-19 in the inpatient setting. ...”
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Mapping burnt areas using very high-resolution imagery and deep learning algorithms - a case study in Bandipur, India. di Sai Balakavi, Vineet Vadrevu, Kristofer Lasko

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Improved Image Compression Scheme Using Hybrid Encoding Algorithm di Yusra Ahmed Salih, Aree Ali Mohammed, Loay Edwar George

“...In this work, an effective compression method for hybrid images is proposed based on the discrete wavelet transformation and hybrid encoding algorithm (Huffman and SPIHT). This paper's primary participation is to take advantage of the hybrid encoding technique to maintain the quality of the reconstructed image and the reduction of time complexity. ...”
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LMAD-YOLO: A vehicle image detection algorithm for drone aerial photography based on multi-scale feature fusion. di Xue Xing, Fahui Luo, Le Wan, Kang Lu, Yuqi Peng, Xiujuan Tian

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Peningkatan Kinerja Jaringan Dengan Menggunakan Multi-Rule Algorithm di Tanwir Tanwir, Parma Hadi Rantelinggi, Sri Widiastuti

“...To overcome this problem a combination of Multi-Rule Algorithm cache replacement algorithms is performed, in the form of a double combination algorithm FIFO-LRU and triple FIFO-LRU-LFU. ...”
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Update on Erythrodermic Psoriasis: Proposal of a Management Algorithm by an Innovative Severity Evaluation Approach di Xu JM, Wu C, Feng H, Jin HZ

“...We also introduced, for the first time, a practical management algorithm based on severity evaluation to guide the appropriate treatment of EP.Keywords: erythrodermic psoriasis, treatment, conventional systemic drugs, biologics, small molecule drugs...”
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A Hybrid Artificial Neural Network and Particle Swarm Optimization algorithm for Detecting COVID-19 Patients di Alla Ahmad Hassan, Tarik A Rashid

“...Following that, we implemented Neural Network and Particle Swarm Optimization algorithms. We used precision, accuracy score, recall, and F-Measure tests to evaluate the Neural Network with Particle Swarm Optimization algorithms. ...”
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Utilizing Statistical Tests for Comparing Machine Learning Algorithms di Hozan Khalid Hamarashid

Soggetti: “...machine learning, machine learning assessment, statistical tests, machine learning algorithm, machine learning comparison....”
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An Immune Algorithm based Reliability Optimization Method of Circuit Board di XIA Quan, REN Yi, SUN Bo, WU Zeyu

Soggetti: “...immune algorithm...”
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Weighted Implementation of Suboptimal Paths (WISP): An Optimized Algorithm and Tool for Dynamical Network Analysis di Van Wart, Adam T., Durrant, Jacob, Votapka, Lane, Amaro, Rommie E.

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Implementation of the Hungarian Algorithm to Account for Ligand Symmetry and Similarity in Structure-Based Design di Allen, William J., Rizzo, Robert C.

“...The algorithm adds only a trivial amount of computation time to the RMSD calculations and is shown to increase the reported overall docking success rate by approximately 5% when tested over 1043 receptor–ligand systems. ...”
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Crossword: A Fully Automated Algorithm for the Segmentation and Quality Control of Protein Microarray Images di Gierahn, Todd M., Loginov, Denis, Love, J. Christopher

“...In order to automate the extraction and curation of data from protein microarrays, we describe an algorithm called Crossword that logically combines information from multiple approaches to fully automate microarray segmentation. ...”
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Assessment of MS/MS Search Algorithms with Parent-Protein Profiling di Lin, Miin S., Cherny, Justin J., Fournier, Claire T., Roth, Samuel J., Krizanc, Danny, Weir, Michael P.

“...This data set can be used as a resource for future algorithm assessment....”
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Closed-Loop Artificial Pancreas Systems: Engineering the Algorithms di Doyle, Francis J., Huyett, Lauren M., Lee, Joon Bok, Zisser, Howard C., Dassau, Eyal

“...In the preceding Bench narrative, Kudva and colleagues provide an in-depth understanding of the modified glucoregulatory physiology of type 1 diabetes that will help refine future AP algorithms. In the Clinic narrative presented here, we compare and evaluate AP technology to gain further momentum toward outpatient trials and eventual approval for widespread use. ...”
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Automated Structure Refinement for a Protein Heterodimer Complex Using Limited EPR Spectroscopic Data and a Rigid-Body Docking Algorithm: A Three-Dimensional Model for an Ankyrin-CDB3 Complex di Edwards, Sarah J., Moth, Christopher W., Kim, Sunghoon, Brandon, Suzanne, Zhou, Zheng, Cobb, Charles E., Hustedt, Eric J., Beth, Albert H., Smith, Jarrod A., Lybrand, Terry P.

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Visualizing and quantifying movement from pre-recorded videos: The spectral time-lapse (STL) algorithm di Madan, Christopher R, Spetch, Marcia L

“...Here we describe the STL algorithm and offer a freely available MATLAB toolbox that implements the algorithm and allows for a large degree of end-user control and flexibility....”
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Current Algorithms for the Diagnosis of wide QRS Complex Tachycardias di Vereckei, András

“...This comprehensive review discusses the causes and differential diagnosis of WCT, and since the ECG remains the cornerstone of WCT differential diagnosis, focuses on the application and diagnostic value of different ECG criteria and algorithms in this setting and also provides a practical clinical approach to patients with WCTs....”
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An electronic health record driven algorithm to identify incident antidepressant medication users di Bobo, William V, Pathak, Jyotishman, Kremers, Hilal Maradit, Yawn, Barbara P, Brue, Scott M, Stoppel, Cynthia J, Croarkin, Paul E, St Sauver, Jennifer, Frye, Mark A, Rocca, Walter A

“...OBJECTIVE: We validated an algorithm designed to identify new or prevalent users of antidepressant medications via population-based drug prescription records. ...”
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