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CSCI 2022: Las Vegas, NV, USA
- International Conference on Computational Science and Computational Intelligence, CSCI 2022, Las Vegas, NV, USA, December 14-16, 2022. IEEE 2022, ISBN 979-8-3503-2028-2
- Cory Davis, Patrick M. Stockton, Eugene B. John, Zachary Susskind, Lizy K. John:
Characterization of Emerging AI Workloads: Neural Logic Machines and Graph Convolutional Networks. 1-6 - Abolfazl Farahani, Navid Hashemi Tonekaboni, Khaled Rasheed, Hamid R. Arabnia:
CLPL: A Self-supervised Contrastive Learning Pseudo-Labeling Framework for Tabular Data. 7-12 - Xiuxuan Sun, Jianhua Chen:
High-Dimensional Probabilistic Time Series Prediction Via WaveNet+t. 13-18 - Yen-Han Chiang, Hsin-Yu Lee, Yi-Wei Huang, Hui-Shan Chen, Yi-Lun Pan:
Cloud-Based Sepsis Prediction System with Neural Architecture Search Service. 19-25 - Pratyush Muthukumar, Shaurya Pathak, Kabir Nagrecha, Hirad Hosseini
, Dawn Comer, Navid Amini, Jeanne Holm, Mohammad Pourhomayoun:
Multi-Pollutant Ground-level Air Pollution Prediction through Deep MeteoGCN-ConvLSTM. 26-34 - Paula Lauren:
Reconstructing Word Representations from Pre-trained Subword Embeddings. 35-40 - Antika Roy, Pablo Rivas, Mahee Noor Tayba:
Unsupervised Machine Learning Methods for Diagnosing Autism Spectrum Disorder Using Multimodal Data: A Survey. 41-52 - Addisson Salazar, Luis Manuel Pereira, Luis Vergara:
Experimental Study on Decision Fusion Parameters using Alpha Integration. 53-57 - Mohammadreza Iman, John A. Miller, Khaled Rasheed, Robert Maribe Branch, Hamid R. Arabnia:
EXPANSE: A Continual and Progressive Learning System for Deep Transfer Learning. 58-65 - Essence J. Stevenson, Roger B. Sidje:
A Tensor Decomposition in Multi-Way Electroencephalogram (EEG) Data Analysis. 66-71 - Vishu Gupta, Wei-Keng Liao, Alok N. Choudhary, Ankit Agrawal:
Which Deep Learning Framework Should I Use: A Comparative Study For Deep Regression Modeling. 72-77 - Izunna Okpala, Shane E. Halse, Jess Kropczynski:
Machine Learning Methods for Evaluating Public Crisis: Meta-Analysis. 78-84 - Pablo Rivas, Liang Zhao:
On Unsupervised Reconstruction with Dressed Multilayered Variational Quantum Circuits. 85-88 - Cathal Murray
, Priyanka Chaurasia
, Lynsey Hollywood
, Damien Coyle
:
A Comparative Analysis of State-of-the-Art Time Series Forecasting Algorithms. 89-95 - Brandon E. Hansen, Haley Dozier:
Performance Reliability of Reinforcement Learning Algorithms in Obstacle Avoidance Game with Differing Reward Formulations. 96-99 - Victor Barboza Morais, Pradeep Chowriappa:
Effects of Selection Bias on Online Adversarial Aware SVM When Facing an Evasion Attack. 100-106 - Otoniel José Campos Escobar, Peter Baumann:
Implementation Roadmap for Neural Networks in Array Databases. 107-113 - Rafael F. Reale
, Joberto S. B. Martins
:
Reinforcement Learning Agent Design and Optimization with Bandwidth Allocation Model. 114-120 - Dominic Rosch-Grace, Jeremy Straub:
Software-Based Mass Customization of Artificial Neural Networks and its Benefits. 121-126 - Maryam Taeb
, Yonathan Torres, Hongmei Chi, Shonda Bernadin:
Investigating Gender and Racial Bias in ELECTRA. 127-133 - Tran Van Sang
, Rie Shigetomi Yamaguchi
, Ryosuke Kobayashi
, Toshiyuki Nakata
:
Evaluating the Performance Acceleration of Generalized Linear Solver using Normal Equation on Three Architectures for Tall Skinny Datasets. 134-139 - Enas E. Alkhoshi, Khaled M. Rasheed, Hamid R. Arabnia, Frederick W. Maier, Jennifer L. Gay:
Comparison of Machine Learning Methods for Human Activity Recognition Using Pseudo Free-Living Data. 140-146 - Mira Kim, Jennifer Jin:
Autonomous Sprinkler System with MAPE-K. 147-152 - Woo Young Moon, Soo Dong Kim:
A Framework of Soft Sensor Systems with Machine Learning. 153-159 - Sonipriya Paul, Lydia Ray:
Service Chatbots and International Students: A Systematic Review. 160-164 - Carlos Santos
, Marilton S. de Aguiar
, Daniel Welfer, Marcelo Silva, Alejandro Pereira
, Marcelo Ribeiro, Bruno Belloni:
A Method Based on Deep Neural Network for Instance Segmentation of Retinal Lesions Caused by Diabetic Retinopathy. 165-171 - Li Li, Jean-Pierre S. El Rami, Adrian Taylor, James Hailing Rao, Thomas Kunz:
Enabling A Network AI Gym for Autonomous Cyber Agents. 172-177 - Abdou Aziz L. Ngou Njikam, Elie Tagne Fute, Lionel Landry Sopdeffo:
An Evaluation of Machine Learning and Deep Learning Approach on Ekman Sentiment Classification. 178-182 - Tran Van Sang
, Rie Shigetomi Yamaguchi
, Mhd Irvan, Toshiyuki Nakata
:
Component-Wise Natural Gradient Descent on Deep Neural Networks. 183-188 - Jun Ma, Seong Jun Choi, Jaehyoun Kim, Min Hong:
Various Patient classification model using ABR data. 189-194 - David Kipnis, Wesley Deneke, Matthew Mitchell, Nils Rys-Recker:
Minimizing Computational Overhead while Retaining Gameplay Effectiveness in Starcraft Bots. 195-200 - Nikesh Kumar Pahuja, Maria H. Rivero:
Predicting the Impact of Wildfire Using Machine Learning Techniques to Assist Effective Deployment of Resources. 201-205 - Yogesh Bansal, David Lillis
, M. Tahar Kechadi
:
Winter Wheat Crop Yield Prediction on Multiple Heterogeneous Datasets using Machine Learning. 206-212 - Zheng You Lim, Yong Li Neo:
Epileptic Seizure Electroencephalography Signal Classification Using Machine Learning Algorithm. 213-218 - Alberto Arteta, Kristopher Allbright, Mehmet Sahinoglu, Luis Fernando de Mingo López:
Predicting Time Series Values with LSTM Different Scenarios for Prediction. 219-225 - Mokhles M. Abdulghani
, Wilbur L. Walters, Khalid H. Abed:
Autonomous Voice Recognition Wheelchair Control System. 226-230 - Victor Martins De Borba:
Hyperparameters and Features Impacts in Artificial Intelligence Applied to Stock Market. 231-235 - Hye Seon Jo, Ji Hun Park, Man Gyun Na:
Application of Multi-Task Learning for Abnormal Diagnosis and Trip Variable Prediction in Nuclear Power Plants. 236-239 - Emine Arikan, Siamak Aram:
Qualitative Study of Text-to-Image AI Generators and their Relationship with NFTs. 240-245 - Mokhles M. Abdulghani
, Arthur A. Harden, Khalid H. Abed:
A Drone Flight Control Using Brain Computer Interface and Artificial Intelligence. 246-250 - Ankit Kumar Titoriya, Maheshwari Prasad Singh:
Few-Shot Learning on Histopathology Image Classification. 251-256 - Atif Farid Mohammad, Rajan Vanjani, Jagadisan Suresh:
Artificial Intelligence's use in Congestive Heart Failure Mid-Term findings. 257-263 - Atif Farid Mohammad, Mike Boese, G. Amruta, Ishdeep K, Ramyaa G., Tavishaa Vanjani:
Artificial Intelligence's Role in Chronic Condition Decision Extrapolation. 264-268 - Sungjin Lee, Xibin Jia, Ahyoung Lee, Hyo-Wook Gil, Sungyeup Kim, Min Hong:
Cardiac Detection Using YOLO-v5 with Data Preprocessing. 269-274 - Jawahar Y. V, Sanjay Nithin S, Varalakshmi M, Peer Mohideen:
Performance Analysis of a Micromodel-Based Multinomial Classifier. 275-278 - Michael Sandborn, Carlos Olea, Anwar Said, Mudassir Shabbir, Péter Völgyesi, Xenofon D. Koutsoukos, Jules White:
What a drag! Streamlining the UAV design process with design grammars and drag surrogates. 279-283 - Justin Delgado, U. Ebreso, Yulia Kumar
, J. Jenny Li, Patricia Morreale:
Preliminary Results of Applying Transformers to Geoscience and Earth Science Data. 284-288 - Soheyla Amirian, Husam Ghazaleh, Mehdi Assefi, Hilal Maradit Kremers, Hamid R. Arabnia, Johannes F. Plate, Ahmad P. Tafti:
Word Embedding Neural Networks to Advance Knee Osteoarthritis Research. 289-292 - Graham Annett, Tim Andersen, Robert Annett:
Challenges of Self-Supervised Learning for Unified, Multi-Modal, Multi-Task Transformer Models. 293-297 - Yuwei Mao, Vishu Gupta, Kewei Wang, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal:
To Shuffle or Not To Shuffle: Mini-Batch Shuffling Strategies for Multi-class Imbalanced Classification. 298-301 - Sang Won Oh, Sang Hyun Lee, Man Gyun Na:
Remaining Trip Time Prediction Using Light Gradient Boosting Machine in Nuclear Power Plants. 302-305 - Takuya Saito, Miho Akiyama:
Proposal of a Method for Inferring the Road Surface from Vibration Using Deep Learning on CanSat. 306-309 - Kunyanuth Kularbphettong, Rujijan Vichivanives, Pannawat Kanjanaprakarn, Jaruwan Chutrtong, Nareenart Raksuntorn:
Machine Learning Algorithms for Natural Language Processing Tasks: A Case of COVID-19 Twitter data (Thailand). 310-314 - Indu Shukla, Haley R. Dozier, Althea C. Henslee:
A Study of Model Based and Model Free Offline Reinforcement Learning. 315-316 - Joseph E. Jabour, L. Thomas Arnold, Indu Shukla, Brandon E. Hansen, Haley R. Dozier, Ian D. Detwiller, Althea C. Henslee:
Machine Learning Opportunities for Improving Logistics within the Army. 317-318 - Lawrence Han, Hao Tang:
Designing of Prompts for Hate Speech Recognition with In-Context Learning. 319-320 - JingZi Wang, Chao-Lin Liu:
Intelligent Processing of Judicial Documents Based on Deep Learning. 321-322 - Pavel Krömer, Maryam Olfati:
Stacked Differential Evolution for Data Envelopment Analysis. 323-329 - Danila Vlasov
, Yury Davydov, Alexey Serenko, Roman B. Rybka, Alexander G. Sboev:
Spoken Digits Classification Based on Spiking Neural Networks with Memristor-Based STDP. 330-335 - Pavel Krömer, Vojtech Uher, Andrejaana Andova, Tea Tusar, Bogdan Filipic:
Sampling Strategies for Exploratory Landscape Analysis of Bi-Objective Problems. 336-342 - Hyunjong Choi, Xiao-Hua Yu:
A Novel Hybrid Multi-resolution Image Registration Algorithm with Curvelet Trasnform and Artificial Neural Networks. 343-348 - Alexander Kalinowski, Yuan An:
Is There a Limit to the Utility of Analogy? A Case Study in Knowledge Graph Triple Representation. 349-355 - Elham Jahanpeikar, Mahdi Ebrahimi:
Accuracy Analysis of Supervised and Unsupervised Techniques on Breast Cancer Datasets. 356-361 - Kyle McBride, Aleksandar Novakovic, Adele H. Marshall, Emily Courcier:
Knowledge Discovery of Bovine Tuberculosis in the Eurasian Badger using Machine Learning Techniques. 362-367 - Arghavan Asad, Rupinder Kaur, Farah A. Mohammadi:
Noise Suppression Using Gated Recurrent Units and Nearest Neighbor Filtering. 368-372 - Océane Tran, Anne-Laure Jousselme, Gilles Tedeschi, Lionel Gardenal:
Contextual fusion of classifiers under variable atmospheric conditions for coastal surveillance. 373-378 - Ashmita Hota, Sung-Won Park:
Stress Detection Using Physiological Signals Based On Machine Learning. 379-384 - Jared Smit, Byeong Kil Lee:
Automatic Music Mastering using Deep Learning. 385-390 - S. L. Braide:
Fault Detection and Mitigation for Revenue Loss Minimization. 391-400 - Mokhles M. Abdulghani
, Wilbur L. Walters, Khalid H. Abed:
EEG Classifier Using Wavelet Scattering Transform-Based Features and Deep Learning for Wheelchair Steering. 401-405 - Sarvat Ali, Shital A. Raut:
Automatic Detection of Pathological Myopia Using Smartphone App. 406-408 - Jam Jahanzeb Khan Behan, Sajjad Haider:
Survey and Comparison of Nature Inspired Optimization Algorithms. 409-415 - Ardavan Vakil, Miad Faezipour:
Toward CORDIC-based Hyperbolic Function Implementation for Neural Engineering Hardware. 416-418 - Jian Cao, Jingyi Xu, Jiaqi Huang, Weidong Yang:
Towards Practical onboard PHM System for Aircraft Engines. 419-422 - Dena F. Mujtaba, Nihar R. Mahapatra:
Deep Learning for Spatiotemporal Modeling of Illegal, Unreported, and Unregulated Fishing Events. 423-425 - Leonard Traeger, Andreas Behrend, George Karabatis:
Inteplato: Generating Mappings of Heterogeneous Relational Schemas Using Unsupervised Learning. 426-431 - Rolland Vida
, József Bíró:
Connected Hyperbolic Complex Networks. 432-437 - Jordan Limperis, Felix Hamza-Lup, Weitian Tong:
Web-based 3D Smog Visualization for Air Pollution Analysis. 438-444 - Marcela Ap. Aniceto dos Santos, Kelen Cristiane Teixeira Vivaldini:
A Review of the Informative Path Planning, Autonomous Exploration and Route Planning Using UAV in Environment Monitoring. 445-450 - Marcela Ap. Aniceto dos Santos, Kelen Cristiane Teixeira Vivaldini:
A Modeling Strategy Using Bayesian Optimization with POMDP for Exploration and Informative Path Planning of UAVs in Monitoring of Forest. 451-456 - Jonathan Rotter, Mark C. Lewis:
N-Body Performance With a kD-Tree: Comparing Rust to Other Languages. 457-462 - V. R. Ibrahimov, M. N. Imanova:
Finite Difference Methods with Improved Properties and their Application to Solving Some Model Problems. 463-471 - Yangjun Chen:
The 2-MAXSAT Problem Can Be Solved in Polynomial Time. 472-479 - Maria Eugênia de Avila Ferreira, Danielli A. Lima, Luiz G. A. Martins, Gina M. B. Oliveira:
Refining a Parameter Setting Evolutionary Approach for Fire Spreading Models Based on Cellular Automata. 480-486 - Eric Tutu Tchao, Elton Modestus Gyabeng, Andrews Tang, Joseph Barnes Nana Benyin, Eliel Keelson, Jerry John Kponyo:
An Open and Fully Decentralised Platform for Safe Food Traceability. 487-493 - Jun Zhang, Ruzong Fan, Fangyang Shen:
New Algorithms for the Computation of Inverse Transforms. 494-499 - Janine C. G. Darato, Jordan R. Perlas, Taufik, Ali Dehghan Banadaki, Majid Poshtan:
Modeling of Electrical Distribution System Reliability with Local and Interregional Bidirectional Centralized Electric Vehicle Charging Stations. 500-506 - Yean-Fu Wen, Chun-Yu Huang:
Incentives Effect on the Size of Mining Pool for Power-of-Work Blockchain Systems. 507-512 - Selallo M. Rahlagane, Topside E. Mathonsi, Tshimangadzo Mavin Tshilongamulenzhe:
A Review of Counterfeit Product Identification Models. 513-515 - Maher Heal, Kia Dashtipour, Mandar Gogate:
Formulations and Algorithms to Find Maximal and Maximum Independent Sets of Graphs. 516-520 - Nicholas A. Nechval, Gundars Berzins, Konstantin N. Nechval:
Intelligent Computational Approach to Constructing Adequate Statistical Decisions under Parametric Uncertainty of Applied Stochastic Models. 521-528 - Shanzhen Gao:
Computation in Markoff-Hurwitz Equations III. 529-532 - Kangrong Tan, Shozo Tokinaga:
Entry and Exit Decision Under Uncertainty Where Prices Include Jump Diffusion Processes. 533-538 - Maya Arida, Ahmed Megri, Rand Talib:
Effectiveness of PMV-Based Controls for Commercial Buildings in the USA. 539-545 - Weizheng Gao, Jianning Su, Olumide Malomo, Julian D. Allagan, Adeyemi A. Adekoya, Ephrem Eyob, Somasheker Akkaladevi, Shanzhen Gao:
Fibonacci Numbers In Memory Of Richard K. Guy. 546-551 - Adiba Afif Suha Binta Wadud, Mohammad Abdullah-Al-Wadud:
An Improved Sudoku Solver. 552-555 - Shanzhen Gao, Olumide Malomo, Ephrem Eyob, Weizheng Gao:
Running Time Comparison and Applications of Multiplying $\mathbf{2} \times \mathbf{2}$ Matrices Using the Strassen Algorithm. 556-560 - Saeka Rahman, Sudip Vhaduri, Miad Faezipour:
Automatic Plant Disease Detection Using Deep Learning. 561-564 - Danielle R. Pinna, Rodrigo F. Toso, Rafaelli Coutinho, Ana Isabel Pereira, Diego N. Brandão
:
Fault Identification in Wind Turbines: A Data-Centric Machine Learning Approach. 565-568 - Ajung Kim, Jae-Hoon An, Younghwan Kim, Jiman Hong:
Hibernation Based Hybrid Booting for Baseboard Management Controller. 569-571 - Abu Sayeed Chowdhury
, Julia Thom Oxford
:
Collagen a1 (XI) structure prediction by Alphafold 2. 572-577 - A. Chastel Lima, Eloi Araujo, Marco Aurelio Stefanes, Luiz C. S. Rozante:
A Flexible Variant of the Neighbor-Joining for Building Phylogenetic Trees. 578-583 - Yunfeng Shan, Guo Li, Xiu-Qing Li, Robin Gras, Youjun Zhou:
Data-Mining with Three Genome-Scale Approaches Supports that Lungfish is the Closest Living Relative of Land Vertebrate, but not Coelacanth. 584-594 - Shuichi Shinmura:
Screening Results by Colorectal5 of 169 Microarrays. 595-601 - Gideon K. Gogovi, Joshua Kiddy K. Asamoah, Gabriel Obed Fosu:
Investigating Protein Structure Populations from Simulation Data using Unsupervised Learning. 602-608 - Abigayle Hoppe, Ehyo Marie Degny, Callie Siverson, Frank Djarnie, Mohammed Mahmoud:
An Overview of Machine Learning in Biology. 609-612 - Waldemar Hahn, Martin Sedlmayr
, Markus Wolfien
:
Word2Vec Embeddings for Categorical Values in Synthetic Tabular Generation. 613-622 - Riya Chakraborty, Lohit Vijayarenu, Zhenzhao Wang, Praveen Killamsetti:
Sparrow Tracer: Scalable Real Time Metrics from Event Log Pipelines at Twitter. 623-627 - Mahdi Ebrahimi, Seyed Ziae Mousavi Mojab
, Najmeh Najmi:
CDAP: A Cultural Algorithm for Data Placement in Big Data Workflows. 628-633 - Nikos Papageorgopoulos
, Danai Vergeti
, Elena Politi, Dimitris Ntalaperas, Xanthi S. Papageorgiou, Manos Karvounis, Giannis Stoitsis, Braminir Rakic, Milos Kotlar, Simeon Petrov, Antoniy Kunchev:
An Agri-Food Data Platform for Food Safety and Certification. 634-639 - Srividhya Sethuraman, Uma Maheswari G, Sharadha Ramanan:
SPECTS: Price Elasticity Computation Model Using Thompson Sampling. 640-646 - Addisson Salazar, Gonzalo Safont, Luis Vergara:
Application of an Oversampling Method for Improving Road Surface Classification. 647-651 - Ray R. Hashemi, Omid M. Ardakani, Jeffrey A. Young, Azita G. Baharami:
An RNN Model for Exploring the Macroeconomic and Financial Indicators in the Context of the COVID-19 Pandemic. 652-657 - Zohreh Safari:
New Version of Fast Automatic Determination of Cluster Numbers for High Dimensional Big Data. 658-663 - Yan Wang, Amar Henni, Azade Fotouhi, Leopold Mvondo Ze:
Leveraging K-hop based Graph for the Staffing Recommender System with Parametric Geolocation. 664-669 - Ihsan Said, Yanzhen Qu:
A Study on the Performance Comparison of Five Popular Machine Learning Models Applied for Loan Risk Prediction. 670-676 - Edwin Arrey Agbor, Yanzhen Qu:
Creating a Dataset Used for Applying Machine Learning Techniques to Accurately Forecast the Energy Cost in Home-Based Small Businesses. 677-683 - Hiwa Ali Faraj:
Moving RDBMS to NoSQL Paradigms. 684-689 - Peter M. Maurer, John Carbone:
Generating Random XML Files Using DGL. 690-694 - Kethlyn C. Silva, Lucas J. Faria, Deborah S. A. Fernandes, Marcio G. C. Fernandes, Afonso Ueslei Da Fonseca
, Fabrízzio Soares:
Statistical relationship between internet data indicators and the Brazilian stock exchange. 695-700 - Richard Jacob Stupka, Trinadh Chowdary Chigurupati, Devin Jackson, Demontae Moore:
Exploring Attribute Selection and Classification Methods for Predicting Heart Disease. 701-706