Predicting the Direction Movement of Financial Time Series Using Artificial Neural Network and Support Vector Machine by Muhammad Ali, Dost Muhammad Khan, Muhammad Aamir, Amjad Ali, Zubair Ahmad

“…The main objective of this research work is to predict the direction movement of the daily stock prices index using the artificial neural network (ANN) and support vector machine (SVM). The datasets utilized in this study are the KSE-100 index of the Pakistan stock exchange, Korea composite stock price index (KOSPI), Nikkei 225 index of the Tokyo stock exchange, and Shenzhen stock exchange (SZSE) composite index for the last ten years that is from 2011 to 2020. …”
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Goodness-of-Fit Test for the Bivariate Negative Binomial Distribution by Francisco Novoa-Muñoz, Juan Pablo Aguirre-González

“…Additionally, we verify the power of the proposed test, as well as its application to five real datasets. To accelerate the massive computational work, we employ the parallelization strategy that, according to Novoa-Muñoz (2024), was the most efficient among the techniques he analyzed.…”
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Adaptive Weighted Face Alignment by Multi-Scale Feature and Offset Prediction by Jingwen Li, Jiuzhen Liang, Hao Liu, Zhenjie Hou

“…Experiments on several challenging public datasets show that our method gets better performance than the existing detection methods, confirming the effectiveness of our method.…”
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Defining and measuring suspicion of sepsis: an analysis of routine data by Charles Vincent, Bethan Page, Matthew Inada-Kim, Imran Maqsood

“…Objectives To define the target population of patients who have suspicion of sepsis (SOS) and to provide a basis for assessing the burden of SOS, and the evaluation of sepsis guidelines and improvement programmes.Design Retrospective analysis of routinely collected hospital administrative data.Setting Secondary care, eight National Health Service (NHS) Acute Trusts.Participants Hospital Episode Statistics data for 2013–2014 was used to identify all admissions with a primary diagnosis listed in the ‘suspicion of sepsis’ (SOS) coding set. …”
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A Database for the Future by Sören Edvinsson, Elisabeth Engberg

“…A countless number of customised datasets have been prepared and distributed to researchers in Sweden and abroad and to date, the research has resulted in more than a thousand published scientific reports, books, and articles within a broad range of academic fields. …”
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Machine learning-powered, high-affinity modification strategies for aptamers by Gubu Amu, Xin Yang, Hang Luo, Sifan Yu, Huarui Zhang, Yuan Tian, Yuanyuan Yu, Shijian Ding, Yufei Pan, Zefeng Chen, Yixin He, Yuan Ma, Baoting Zhang, Ge Zhang

“…After four rounds of interactive training (a total of 422 modified aptamer-target affinity datasets with diverse modification types and sites), an antifcial intelligence model with high predictive accuracy with a correlation coefficient of 0.82 between the predicted and actual binding affinities was obtained. …”
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Lightweight attention-based SAR ship detector by YU Nanjing, FENG Daquan, ZHU Ying, ZHANG Hengjia, LU Ping

“…The results on the public datasets SSDD and LS-SSDD-v1.0 show that LASD achieves the balance of detection precision and inference speed, and is more competitive than the other advanced algorithms.…”
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A Novel Approach to Face Verification Based on Second-Order Face-Pair Representation by Qiang Hua, Chunru Dong, Feng Zhang

“…Finally, we verify that our proposed face-pair representation can benefit from large training datasets. All the experiments are carried out on Labeled Face in the Wild (LFW) to verify the algorithm’s effectiveness against challenging uncontrolled conditions.…”
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Machine Learning-Driven Resilient Modulus Prediction for Flexible Pavements Across Mountainous and Other Regions by Rauf Ayesha, Asif Usama, Javed Muhammad Faisal

“…The model obtained R² values of 0.96 and 0.94 for the training and testing datasets. The RMSE was 5 MPa for training and 7.48 MPa for testing, while the MAE was 3.18 MPa and 5.55 MPa. …”
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Social links vs. language barriers: decoding the global spread of streaming content by Seoyoung Park, Sanghyeok Park, Taekho You, Jinhyuk Yun

“…Using two-year-long trending chart datasets, we find that streaming content can be divided into two types: video-oriented (Netflix) and audio-oriented (Spotify). …”
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Offline English Handwritten Character Recognition using Sequential Convolutional Neural Network by Muhammad Iqbal, Muniba Humayun, Raheel Siddiqi, Christopher J. Harrison, Muneeb Abid Malik

“…There are many publically available datasets from which EMNIST is the most challenging one.  …”
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A Cloud Detection System for UAV Sense and Avoid: Analysis of a Monocular Approach in Simulation and Flight Tests by Adrian Dudek, Peter Stütz

“…With the aim of developing cloud segmentation methods, datasets were created, one of which was made publicly available and features 5488 labeled, augmented cloud images from a real flight experiment. …”
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A Pre-Activation Residual Convolutional Network With Attention Modules for High-Resolution Segmented EEG Emotion Recognition by Ioannis Charalampous, Christos Mavrokefalidis, Kostas Berberidis

“…The suggested exploitation of the temporal dynamics of the EEG signals in emotion recognition turns out to be useful, as classification accuracies of up to 99.51% and 97.51% on SEED and SEED-IV datasets have been achieved, respectively, thus, outperforming the current state-of-the-art models.…”
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Enhancing credit risk assessments of SMEs with non-financial information by Ranik Raaen Wahlstrøm, Linn-Kristin Becker, Trude Nonstad Fornes

“…We also test robustness using balanced datasets generated using the synthetic minority oversampling technique (SMOTE). …”
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Module Anchored Network Inference: A Sequential Module-Based Approach to Novel Gene Network Construction from Genomic Expression Data on Human Disease Mechanism by Annamalai Muthiah, Susanna R. Keller, Jae K. Lee

“…MANI was also applied to infer two 10-gene networks based on time-course perturbation datasets from DREAM3 and DREAM4 challenges. MANI well inferred and distinguished serial, parallel, and time-dependent gene interactions and network cascades in these applications showing a superior performance to other in silico network inference techniques for discovering and reconstructing gene network relationships.…”
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Continuous Thoracic Sympathetic Ganglion Block in Complex Regional Pain Syndrome Patients with Spinal Cord Stimulation Implantation by EungDon Kim, MiSun Roh, SooHyang Kim, DaeHyun Jo

“…We administered continuous thoracic sympathetic block using catheter in CRPS patients who underwent SCS implantations and achieved desirable outcomes. …”
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Iatrogenic Infective Endocarditis in Hemodialysis Patients: A Case Report and Review of the Literature by Ali Oullaï, Edouard Cubilier, Mohamed Tayeb Salaouatchi, Maxime Taghavi, Yasmin Zouggari, Joëlle Nortier, Maria Do Carmo Filomena Mesquita

“…Exposure to pathogens, by frequent use of intravascular accesses for hemodialysis (i.e., catheters or fistulas), combined with high rates of degenerative heart valve diseases in hemodialysis patients, both favor the development of infective endocarditis in this population. …”
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Pyrethroid as a Substance of Abuse by Pravesh Sharma, Stephen Manning, Regina Baronia, Saira Mushtaq

“…This is a case of a 22-year-old Hispanic male with a history of bipolar disorder and methamphetamine dependence who was admitted after presenting with suicidal ideations by slashing his throat with a machete. The patient had been smoking and inhaling “processed” pyrethroid for about eight weeks as an inexpensive methamphetamine substitute. …”
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Anesthetic Management for Emergent Repair of Tracheoinnominate Fistula by Vinayak Nadar, Ratan K. Banik

“…The tracheostomy tube was then removed over a Cook catheter to maintain secure passage in case of airway collapse. …”
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Spontaneous bilateral vertebral artery dissection complicated by hemodynamic posterior circulation stroke: A case report by Adam Sqalli Houssaini, MD, Sarah Lembarki, MD, Fatima Chait, MD, Mohamed Jiddane, PhD, Firdaous Touarsa, PhD

“…Imaging is the modality of choice for diagnosis and includes ultrasound, catheter-based DSA, computed tomography angiography, and MRA. …”
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