Code Generation for Collectible Card Games with Complex APIs by John Licato, Logan Fields, Brayden Hollis

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Choosing the Right Metrics: A Study of Performance Measurement for Binary Classification in Imbalanced and Big Data by Mary Anne Walauskis, Taghi M. Khoshgoftaar

“…We analyzed 23 publicly available datasets from diverse domains, ranging in size from 309 to over five million instances and distribution levels from 0.17% to 44.87%, using two gradient boosting algorithms, LightGBM and XGBoost, and one unsupervised anomaly detection algorithm, Isolation Forest. …”
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What happens between first symptoms and first acute exacerbation of COPD – observational study of routine data and patient survey by Alex Bottle, Alex Adamson, Xiubin Zhang, Benedict Hayhoe, Jennifer K Quint

“…Funding This award was funded by the National Institute for Health and Care Research (NIHR) Health and Social Care Delivery Research programme (NIHR award ref: 17/99/72) and is published in full in Health and Social Care Delivery Research; Vol. 12, No. 43. …”
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Multiclass Classification of Solar Flares in Imbalanced Data Using Ensemble Learning and Sampling Methods by Haodi Jiang, Ryoma Matsuura, Jason T. L. Wang

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Simulated Annealing Method for the Automated Simulation of DNA Dynamics in the HhaI Protein Binding Site by Kari Pederson, Michael Groves, Gary P. Drobny

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Lattice-Based Generation of Euclidean Geometry Figures by Jonathan Henning, Hanna King, Sophie Ngo, Jake Shore, Alex Gardner, Chris Alvin, Grace Stadnyk

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ML-based Plant Stress Detection from IoT-sensed Reduced Electromes by Marcos De Oliveira Jr, Gregory Sedrez, Gerson Geraldo H. Cavalheiro

“…The main challenges in these tasks and future research directions are also discussed.…”
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Detecting Anomalies in Sequences of Short Text Using Iterative Language Models by Cynthia Freeman, Ian Beaver, Abdullah Mueen

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The Semantics and Collocations Relation in Food Reviews by Fazel Keshtkar, Ledong Shi, Syed Ahmad Chan Bukhari

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Public Health surveillance from emergency call center data: visualization dashboard and NLP of call reports by Alexandre Naprous, Marta Avalos-Fernandez, Catherine Pradeau, Emmanuel Lagarde, Cedric Gil-Jardine

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Query Transformation for Processing Streams in Decision-making Agents by Simon Schiff, Mena Leemhuis, Özgür Özcep, Ralf Möller

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IoTFlowGenerator: Crafting Synthetic IoT Device Traffic Flows for Cyber Deception by Joseph Bao, Murat Kantaciourglu, Yevgeniy Vorobeychik, Charles Kamhoua

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Machine learning approach for studying the neural underpinnings of dyslexia on a phonological awareness task by Christoforos Christoforou, Timothy C. Papadopoulos, Maria Theodorou

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Preface, Organisation, Reviewers, and Table of content by Isaac Sserwanga, Madelyn Sanfilippo, Charles Inskip, Annika Hinze, Rhea Rowena Ubana-Apolinario, France Bouthillier, Sara Martínez Cardama, Josep Cobarsí Morales, Alan César Belo Angeluci, Julián D. Cortés

“…In this conference iSchools community has investigated impact of algorithmic processes to inspire and explore new areas of research. …”
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Dynamic Route Guidance in Vehicle Networks by Simulating Future Traffic Patterns by David Neiman, Zachary Rubinstein, Stephen Smith

“…Toward this goal, recent research in real-time, schedule-driven intersection control has shown an ability to significantly reduce the delays incurred at signalized intersections. …”
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Predictive utilities of lipid traits, lipoprotein subfractions and other risk factors for incident diabetes: a machine learning approach in the Diabetes Prevention Program by Samuel Dagogo-Jack, Søren Brunak, Carlos Lorenzo, Kieren J Mather, Marinella Temprosa, Tibor V Varga, Jinxi Liu, Ronald B Goldberg, Guannan Chen, Xavier Pi-Sunyer

“…Across all algorithms, models with baseline 2-hour glucose performed the best (max MCC=0.36). …”
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Enhancing IoT Security in 5G Networks by Reem Alzhrani, Mohammed Alliheedi

“…We compared the results of these algorithms with three machine learning methods: Support Vector Machine (SVM), K-Nearest Neighbor (KNN), and Stochastic Gradient Descent (SGD). …”
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AI-Powered Platforms for Interactive Nutrition Education Based on WHO (World Health Organization) Guidelines – An Overview by Taiwo Folake Ojo, Oluwaseyi Abiodun Akpor, Yetunde Justinah Talabi, Adeniran Sunday Afolalu

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Prediction of Reservoir Flow Capacity in Sandstone Formations: A Comparative Analysis of Machine Learning Models by Micheal Ayodeji Ogundero, Taiwo Adelakin, Kehinde Orolu, Isaac Femi Johnson, Theophilus Akinfenwa Fashanu, Kingsley Abhulimen

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miRTARGET: An integrated web tool for the identification of microRNA targets with potential therapeutic or prognostic value in cancer by Matjaz Rokavec, Heiko Hermeking

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