IHML: Incremental Heuristic Meta-Learner by Onur Karadeli, Kıymet Kaya, Şule Gündüz Öğüdücü

“…This study introduces the IHML: Incremental Heuristic Meta-Learner, a novel meta-learning algorithm for classification tasks. …”
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Incremental Adversarial Learning for Polymorphic Attack Detection by Ulya Sabeel, Shahram Shah Heydari, Khalil El-Khatib, Khalid Elgazzar

“…Our system generates adversarial polymorphic attacks against the IDS to examine its performance and incrementally retrains it to strengthen its detection of new attacks, specifically for minority attack samples in the input data. …”
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Class Incremental Learning With Large Domain Shift by Kamin Lee, Hyoeun Kim, Geunjae Choi, Hyejeong Jeon, Nojun Kwak

“…We address an important and practical problem facing deep-learning-based image classification: class incremental learning with a large domain shift. Most previous efforts on class incremental learning focus on one aspect of the problem, i.e., learning to classify additional new classes (with a little shift). …”
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EasiLIR: Lightweight Incremental Reprogramming for Sensor Networks by Jiefan Qiu, Dong Li, Hailong Shi, Li Cui

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An Incremental High-Utility Mining Algorithm with Transaction Insertion by Jerry Chun-Wei Lin, Wensheng Gan, Tzung-Pei Hong, Binbin Zhang

“…High-utility mining was designed to solve the limitations of association-rule mining by considering both the quantity and profit measures. Most algorithms of high-utility mining are designed to handle the static database. …”
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Inc-DLOM: Incremental Direct LiDAR Odometry and Mapping by Kaiduo Fang, Rui Song, Ivan Wang-Hei Ho

“…However, the localization accuracy of most existing LiDAR Odometry methods is limited by the complex environment and high-frequency motion, leading to unsatisfactory performance. …”
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Analysing Low-Income Incremental Housing through Spatial Design and Governance by Afua Wilcox

“…The research highlights governance and spatial design complexities in South Africa and makes the case for interdisciplinary approaches that centre the voices of those most affected by housing policy. …”
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Characterization of agglomerated incremental lines of tooth cementum subjected to various temperatures by Faraz Mohammed, Rabiah Al-Adawiyah Rahmat, Wan NurHazirah Wan Ahmad Kamil, Bhaskar Dixit Chitradurga Subrahmanya, Sowriraajan Appathurai Venugopalan, Mohd Yusmiaidil Putera Mohd Yusof

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Reference equation for the incremental shuttle walk test in Portuguese children and adolescents by T. Pinho, C. Jácome, J. Pinto, A. Marques

“…Background The incremental shuttle walk test (ISWT) is one of the most widely used field tests to assess cardiorespiratory fitness in clinical and research settings. …”
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Clinical Usefulness of Response Profiles to Rapidly Incremental Cardiopulmonary Exercise Testing by Roberta P. Ramos, Maria Clara N. Alencar, Erika Treptow, Flávio Arbex, Eloara M. V. Ferreira, J. Alberto Neder

“…The advent of microprocessed “metabolic carts” and rapidly incremental protocols greatly expanded the clinical applications of cardiopulmonary exercise testing (CPET). …”
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Research and development theory methods and models for forecasting time series with insurance increments by K. A. Kovaleva, I. M. Yakhontova

“…The most actively developing area of the Russian economy is insurance. 213 insurance companies practicing in Russia have permission to provide insurance services for 2019. …”
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Panning and Jitter Invariant Incremental Principal Component Pursuit for Video Background Modeling by Gustavo Chau, Paul Rodríguez

“…To the best of our knowledge, incPCP-PTI is the first low-rank plus additive incremental matrix method capable of handling these scenarios in an incremental way. …”
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Evaluating Alternative Investment Options for Grinding Machines Using the Incremental Cost Method by Fatayaturrokhma Ilmala Arifah, Endang Chumaidiyah, Nanang Suryana

“…Keywords: Feasibility Analysis, Incremental Cost Analysis, NPV, IRR, PBP…”
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Online incremental updating for model enhancement based on multi-perspective trusted intervals by Na Fang, Xianwen Fang, Ke Lu

“…Model incremental updating enhances the initial model by analysing discrepancy parts of the system to improve the model's adaptability for new scenarios. …”
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Addressing catastrophic forgetting in payload parameter identification using incremental ensemble learning by Wael Taie, Khaled ElGeneidy, Ali Al-Yacoub, Ronglei Sun

“…Moreover, it proposes a new classification model that assists the ensemble model in identifying which weak learner provides the most accurate estimation for new input data. The proposed method incrementally updates the identification model while the cobot navigates any task path, maintaining accuracy on old weak learner even after updating with new data. …”
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Increment of Heterogeneous Knowledge in Enterprise Innovation Ecosystem: An Agent-Based Simulation Framework by Rong Wu, Zhiqiang Wang, Qinfen Shi

“…Still, it is not suitable for areas with higher homogeneous knowledge because high homogeneous environment can easily lead to intensified market competition. (3) The cultivation of the abiotic innovation environment is conducive to maintain stable high-speed growth of EIE heterogeneous knowledge increment over a long period. (4) Without considering the cost of environmental cultivation, cultivating biotic and abiotic environments at the same time is the most beneficial choice to EIE heterogeneous knowledge increment.…”
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Incremental Healthcare Costs and Outpatient Antifungal Treatment of Patients with Aspergillosis in the United States by Emily Durden, Donna McMorrow, Paul Juneau, Robert Fowler, Paresh Chaudhari, David Horn

“…General linear models were used to estimate costs, which were adjusted by the length of follow-up. Incremental costs were calculated between cohorts and a bootstrap procedure was used to produce corresponding variation and 95% confidence interval estimates…”
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Domain-Incremental Learning Paradigm for scene understanding via Pseudo-Replay Generation by Zhifeng Xie, Rui Qiu, Qile He, Mengtian Li, Xin Tan

“…Scene understanding is a computer vision task that involves grasping the pixel-level distribution of objects. Unlike most research focuses on single-scene models, we consider a more versatile proposal: domain-incremental learning for scene understanding. …”
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Application of gradual incremental protocol of febuxostat for gout complicated with chronic kidney disease by Yuan Hai, Shen Min-ning, Wei Xiao-fei

“…Objective To explore the application of gradual incremental protocol of febuxostat plus colchicine in reducing serum uric acid and preventing attack in gout complicated with chronic kidney disease（CKD）.Methods Ninety cases of acute gout with CKD3-4 were divided into three groups（n=30 each）.Group A received febuxostat（20-40 mg/d）,group B febuxostat（40 mg/d）plus colchicine（0.5 mg/every other day）and group C febuxostat（40 mg/d）.Frequency of gout attack, serum uric acid（UA）,glomerular filtration rate（eGFR）and proteinuria were observed before and after treatment and the incidence of adverse reactions was recorded.Results Among three groups, group C group had the most frequent attacks while groups A and B were relatively close.As compared with pre-treatment, serum UA levels of three groups at Month 1/2/3 were significantly lower than those pre-treatment（P<0.05）.At Month 3,serum UA level was higher in group A than that in group B/C and the difference was significant（P<0.05）.As compared with pre-treatment, serum creatinine levels of three groups showed a downward trend post-treatment.Serum creatinine level at Month 3 post-treatment was significantly lower than that pre-treatment（P<0.05）.As compared with pre-treatment, serum creatinine level was lower in group B than that in group A/C at Month 3.As compared with pre-treatment, eGFR levels of three groups showed an upward trend.Serum eGFR of three groups at Month 3 post-treatment was significantly higher than that pre-treatment（P<0.05）.The level of eGFR was similar in group B at Month 3 post-treatment（P>0.05）.However, increase was higher in group A than that in group B.As compared with pre-treatment, proteinuria of group A/C declined after treatment, but worsened in group B.As compared with pre-treatment, urinary protein level of group A/C decreased markedly at Month 3 post-treatment（P<0.05）and increased in group B.No serious adverse reactions occurred among three groups during treatment.Four cases of mild diarrhea occurred in group B.The incidence of adverse reactions was slightly higher in group B than that in group A/C.However, no significant difference existed between two groups（P>0.05）.Conclusion For gout complicated with CKD,gradual incremental protocol of febuxostat can effectively reduce acute attack with a significant clinical efficacy.It offers marked renal protection and fewer adverse reactions.…”
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Incremental attribute reduction algorithm for dominance-based neighborhood relative decision entropy by CHEN Baoguo, CHEN Lei, DENG Ming, LI Xiaoyan, CHEN Jinlin

“…The processing time of incremental algorithms is significantly shorter than that of non-incremental algorithms. …”
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