Online Incremental Learning for High Bandwidth Network Traffic Classification by H. R. Loo, S. B. Joseph, M. N. Marsono

“…The experimental results on real datasets show that the proposed algorithm exhibits consistency, up to 94% average accuracy for both distance measures, even in the presence of concept drifts. …”
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EEG Transformer for Classifying Students’ Epistemic Cognition States in Educational Contexts by Rosanna Yuen-Yan Chan

“…This study addresses this limitation by employing transformers and publicly available electroencephalography (EEG) datasets to classify students’ epistemic cognition states. …”
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A review of university chatbots for student support: FAQs and beyond by Kevin Peyton, Saritha Unnikrishnan, Brian Mulligan

“…Two of the main findings of the review are that datasets associated with closed domains are still difficult to obtain and curate, and that universities unlike other sectors, have not yet realised the potential for chatbot implementation. …”
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DPSTCN: Dynamic Pattern-Aware Spatio-Temporal Convolutional Networks for Traffic Flow Forecasting by Zeping Dou, Danhuai Guo

“…Evaluations across four distinct traffic benchmark datasets consistently demonstrate the state-of-the-art capacity of our model compared to the existing eleven approaches, especially great improvements in RMSE (Root Mean Squared Error) value.…”
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Laboratory Diagnosis of Mumps in a Partially Immunized Population: The Nova Scotia Experience by TF Hatchette, R Davidson, S Clay, J Pettipas, J LeBlanc, S Sarwal, M Smieja, KR Forward

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Limits of Depth: Over-Smoothing and Over-Squashing in GNNs by Aafaq Mohi ud din, Shaima Qureshi

“…Our experiments use several benchmark datasets and a range of evaluation metrics to compare isotropic and anisotropic GNNs of varying depths, also explore the scalability of these models. …”
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Extending the Intermediate Data Structure (IDS) for longitudinal historical databases to include geographic data by Finn Hedefalk, Lars Harrie, Patrick Svensson

“…When we want to assign such detailed spatial locations to individuals (in times before there were any detailed house addresses available), we often have to create tailored geographic datasets. In those cases, there are benefits of storing geographic data in the same structure as the demographic data. …”
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Deep Anomaly Detection with Attention (DADA): A Novel Approach for Identifying Multipath Interference in Radar Signals by Kang Yan, Weidong Jin, Yingkun Huang, Zhenhua Li, Pucha Song, Ligang Huang

“…Extensive experiments on radar signal datasets validate the effectiveness of the proposed approach.…”
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A short investigation of the effect of the selection of human brain atlases on the performance of ASD's classification models by Naseer Ahmed Khan, Xuequn Shang

“…Furthermore, we discuss the dynamics of combining multiple atlases to enhance feature extraction and explore the implications of atlas selection across diverse datasets. Our findings emphasize the need for standardized approaches to atlas selection and highlight future research directions, including the integration of novel atlases, advanced data augmentation techniques, and end-to-end deep-learning models. …”
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Enhancing fingerprint identification using Fuzzy-ANN minutiae matching by S.P. Singh, Dinesh Kumar Nishad, Saifullah Khalid

“…Implemented in MATLAB, the system performs remarkably on benchmark datasets like FVC2004 DB1 and NIST SD27, achieving state-of-the-art results. …”
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BUSINESS ENVIRONMENT - THE CASE OF WESTERN BALKAN COUNTRIES by Zijad Džafić

“…A special accent in this paper is put on many international reports and datasets relevant to the assessment of business environment in this region. …”
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Modelling of the Annual Mean Urban Heat Island Pattern for Planning of Representative Urban Climate Station Network by János Unger, Stevan Savić, Tamás Gál

“…This method was based on datasets from urban areas of Szeged and Debrecen (Hungary). …”
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A Rare and Serious Unforeseen Complication of Cutting Balloon Angioplasty by Praveen Vemula, Jagadeesh K. Kalavakunta, George S. Abela, Milind Karve

“…Here we report a very unusual and inadvertent extraction of a stent previously deployed in the ramus intermedius coronary branch by a cutting balloon catheter. This required repeat stenting of the same site for an underlying dissection. …”
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OTT Enchantment: Decoding the Secret of Millennial’s Subscription Intentions by Deepti Sinha, Sachin Sinha, Nidhi Phutela, Priya Grover

“…The research findings will be helpful for OTT companies to implement new distribution strategies with mobile operators to launch novel services like mobile-only packs and sachet pricing and thereby increase their user base. …”
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Primary Pleomorphic Undifferentiated Sarcoma—a Rare Renal Localization: A Case Report by Soufiane Mellas, Ahmed Amine Bouchikhi, Mohamed-Fadl Tazi, Abdelhak Khallouk, Jallal-Eddin Elammari, Mohamed-Jamal El Fassi, Naoufal Mellas, Moulay Hassan Farih

“…After draining by ureteral double J catheter, a nephroureterectomy was performed for nonfunctional kidney confirmed by scintigraphy. …”
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A Novel Double Side Branch Protection Technique for a Left Main Trifurcation Lesion: Simultaneous Jailed Balloon and Jailed Corsair Technique by Masahito Munakata, Yohei Numasawa, Shiro Ishikawa, Takashi Koyama

“…In this case, we performed a novel double side branch protection technique, the simultaneous jailed balloon and jailed Corsair technique, with a single 8 Fr guiding catheter. This is the first case report to highlight the feasibility and efficacy of combined use of the jailed balloon and jailed Corsair techniques during percutaneous coronary intervention for left main trifurcation disease.…”
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Focal Left Atrial Tachycardia in a Patient with Left Ventricular Noncompaction by Shailendra Singh, Gulam Parihar, Rohit Rao, Vishal Goyal

“…A successful radiofrequency catheter ablation was performed at this site without any complications.…”
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Bilateral Absence of the Superior Vena Cava by Kaisa Ylänen, Tuija Poutanen, Päivi Savikurki-Heikkilä, Jukka Uotila, Matti Korppi, Anneli Eerola

“…Though usually innocent, this anomaly may complicate cardiothoracic surgery and certain procedures like central venous catheter insertion. This SVC anomaly is poorly known, and we assume that its incidence in the general population may be higher than detected. …”
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Polymicrobial Bacteremia Involving Comamonas testosteroni by Jose Orsini, Eric Tam, Naomi Hauser, Salil Rajayer

“…They have widespread environmental distribution and have been isolated from water, soil, and plants as well as from some hospital devices such as intravenous catheters and water contained in humidifier reservoirs used in respiratory treatment. …”
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Schibboleth, la langue comme arme de détection massive : 1937, le massacre des Haïtiens by Arnaud Richard, Renauld Govain

“…If any hesitation or failure to production a proper /r/ ("r" rolled) followed by a /x/ (jota), it was death with a machete or a knife for most of the time. The notion of shibboleth makes it possible to discuss this criminal use of the language. …”
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