Enhanced Vector Quantization for Embedded Machine Learning: A Post-Training Approach With Incremental Clustering by Thommas K. S. Flores, Morsinaldo Medeiros, Marianne Silva, Daniel G. Costa, Ivanovitch Silva

“…This study introduces a novel method to optimize Post-Training Quantization (PTQ), a widely used technique for reducing model size, by integrating Vector Quantization (VQ) with incremental clustering. …”
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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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Management Quality and Information Quality: Some Results of 2020 for the Post-Soviet Space by V. A. Shamakhov, N. M. Mezhevich

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Variable-Rate Incremental-Redundancy HARQ for Finite Blocklengths by Yu Fu, Angel Lozano, Hongwen Yang

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Incremental impression technique for an implant-retained orbital prosthesis by Neeraj Kumar Chandraker

“…A wide range of impression-transfers, including dental implant impression posts, can also be used.…”
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Time based incremental backup scheme for mobile cloud computing by Yun-fei CI, Guo-zhen SHI, Rong-na XIE, Yao-ming PAN, Feng YANG, Si-shui YE

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Efficient Exploratory Searches With an Incremental R-Tree Under Oscillating Workloads by Mustafa Utku Kalay

“…Experimental results demonstrate that the Incremental R-tree significantly reduces cumulative query response latency compared to traditional <inline-formula> <tex-math notation="LaTeX">${\mathrm{R}}^{\ast }$ </tex-math></inline-formula>-tree and STR-tree structures under oscillating workloads, and consistently outperforms the widely used GiST-based R-tree implementation in PostGIS.…”
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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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Two-Phase Incremental Kernel PCA for Learning Massive or Online Datasets by Feng Zhao, Islem Rekik, Seong-Whan Lee, Jing Liu, Junying Zhang, Dinggang Shen

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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 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

“…Patients had ≥6 months of pre-index and ≥1 month of post-index continuous health plan and pharmacy benefit enrollment and no pre-index diagnosis of aspergillosis. …”
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Private Data Incrementalization: Data-Centric Model Development for Clinical Liver Segmentation by Stephanie Batista, Miguel Couceiro, Ricardo Filipe, Paulo Rachinhas, Jorge Isidoro, Inês Domingues

“…Pre-processing and post-processing stages, incremental training, and performance evaluations reveal that structured exposure to diverse datasets improves segmentation performance, with ResUNet++ achieving the highest accuracy (0.9972) and Dice Similarity Coefficient (0.9449), and the best Average Symmetric Surface Distance (0.0053 mm), demonstrating the importance of dataset diversity and volume for segmentation models’ robustness and generalization. …”
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Physiological drift during steady-state exercise based on the incremental Talk Test by Carl Foster, Lee Walraven, Daniel Bok, Renato Barroso, Daniel Boullosa, Arturo Casado, Cristina Cortis, Jos J. de Koning, Emanuel Festino, Andrea Fusco, José Antonio Rodriguez Marroyo, John P. Porcari

“…Repeated measures ANOVA with Tukey post-hoc tests assessed differences in physiological drift across TT stages during steady-state exercise. …”
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Increment in hemoglobin and hematocrit levels after blood transfusion in a tertiary care hospital by Prakriti Shah, Manisha Shrestha, Aasiya Rajbhandari, Rohit Khadgi, Prayash Chand

“…A significant increment in post-transfusion parameters was seen compared with pre-transfusion parameters (p <0.001). …”
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Location privacy protection method based on lightweight K-anonymity incremental nearest neighbor algorithm by Saite CHEN, Weihai LI, Yuanzhi YAO, Nenghai YU

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Heart rate reactivity, recovery, and endurance of the incremental shuttle walk test in patients prone to heart failure by Fang‐Fei Wei, Beatrice Mariottoni, De‐Wei An, Pierpaolo Pellicori, Yu‐Ling Yu, Job A. J. Verdonschot, Chen Liu, Fozia Z. Ahmed, Johannes Petutschnigg, Patrick Rossignol, Stephane Heymans, Joe Cuthbert, Nicolas Girerd, Yan Li, Andrew L. Clark, Tim S. Nawrot, João Pedro Ferreira, Faiez Zannad, John G. F. Cleland, Jan A. Staessen, the HOMAGE investigators

“…Results Irrespective of randomization, the resting HR and CHR did not change from baseline to follow‐up, with the exception of a small decrease in the HR immediately post‐exercise (−3.11 b.p.m.) in controls at Month 9. …”
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The PACE Trial’s GET Manual for Therapists Exposes the Fixed Incremental Nature of Graded Exercise Therapy for ME/CFS by Mark Vink, Katarzyna Partyka-Vink

“…Furthermore, our analysis not only exposes the fixed incremental nature of GET, but also of CBT for ME/CFS.…”
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A Two-Level Parallel Incremental Tensor Tucker Decomposition Method with Multi-Mode Growth (TPITTD-MG) by Yajian Zhou, Zongqian Yue, Zhe Chen

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Effective multimodal hate speech detection on Facebook hate memes dataset using incremental PCA, SMOTE, and adversarial learning by Emmanuel Ludivin Tchuindjang Tchokote, Elie Fute Tagne

“…Link to the code and dataset below:https://github.com/ludivintchokote/HatePostDetection…”
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Incremental Prognostic Value of Admission Blood Glucose to Albumin Ratio in Patients with Acute Coronary Syndrome: A Retrospective Observational Cohort Study by Maoling Jiang, Qiang Chen, Qiao Feng, Xiufen Peng, Juan Liu, Hui He, Hong Su, Dongyue Jia, Lin Tong, Jing Tian, Shiqiang Xiong, Lin Cai

“…Hence, this study aimed to investigate the incremental prognostic value of the AAR in patients with ACS undergoing PCI. …”
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