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ORCID22nd IRI 2021: Las Vegas, NV, USA
- 22nd IEEE International Conference on Information Reuse and Integration for Data Science, IRI 2021, Las Vegas, NV, USA, August 10-12, 2021. IEEE 2021, ISBN 978-1-6654-3875-9
- Jahnavi Jonnalagadda
, Mahdi Hashemi:
A Deep Learning-based Traffic Event Detection From Social Media. 1-8 - Xiao Liu, Kuan Yan, Levent Burak Kara, Zhenguo Nie:
CCFD-Net: A novel deep learning model for credit card fraud detection. 9-16 - Samuel A. Ajila, Nidheesh Vijay:
Evaluating Deep Neural Nets and Optimized Hyperparameters Random Forest for Decision Support Systems. 17-24 - Lydia Bouzar-Benlabiod, Stuart H. Rubin, Amel Benaida:
Optimizing Deep Neural Network Architectures: an overview. 25-32 - Deepti Gupta, Maanak Gupta, Smriti Bhatt, Ali Saman Tosun:
Detecting Anomalous User Behavior in Remote Patient Monitoring. 33-40 - Zixiang Xian, Muhammad Azam, Nizar Bouguila:
Statistical Modeling Using Bounded Asymmetric Gaussian Mixtures: Application to Human Action and Gender Recognition. 41-48 - Krishanu Prabha Sinha, Mehdi Sookhak, Shaoen Wu:
Agentless Insurance Model Based on Modern Artificial Intelligence. 49-56 - Erik Coltey, Shahin Vassigh, Shu-Ching Chen:
Community-Connect: COVID-19 Small Business Marketplace with Automated Regulation Matching and Company Lead Retrieval. 57-60 - Narges Manouchehri, Ali Baghdadi, Nizar Bouguila:
A Hierarchical Nonparametric Bayesian Model Based on Scaled Dirichlet Distribution. 61-68 - Linwei Niu:
Reliability-Aware Scheduling for Periodic Tasks Requiring (m, k)-firm Real-Time Data Processing. 69-74 - Hemanth Gudaparthi, Nan Niu, Boyang Wang, Juha Savolainen:
Reliability of Convolutional Neural Networks: Failure Metrics with Metamorphic Test Cases. 75-82 - Mahsa Amirkhani, Narges Manouchehri, Nizar Bouguila:
A Nonparametric Bayesian Framework for Multivariate Beta Mixture Models. 83-90 - Yusra Ghafoor, Fernando H. Calderon, Late Sheng-Wei Chen, Yi-Shin Chen:
Emotion Interaction in Cities. 91-98 - Prudhviraj Naidu, Hemanth Gudaparthi, Nan Niu:
Metamorphic Testing for Convolutional Neural Networks: Relations over Image Classification. 99-106 - Gunasekaran Manogaran, Amani Alshaikh, Reham Alsabet, Danda B. Rawat:
Replication based Crowd Sensing for Optimal Service Response in 5G Communications using Information-Centric Wireless Sensor Networks. 107-114 - Zinat Ara, Mahdi Hashemi:
Identifying the Severity of Road Accident Impact on Traffic Flow by Ensemble Model. 115-122 - Tanmay Bhowmik, Austin Reid Thompson, Anh Quoc Do, Nan Niu:
Automated Support to Capture Environment Assertions for Requirements-Based Testing. 123-130 - Nikolai West, Jonas Gries, Carina Brockmeier, Jens Christian Göbel, Jochen Deuse:
Towards integrated Data Analysis Quality: Criteria for the application of Industrial Data Science. 131-138 - Mona Assarandarban, Tanmay Bhowmik, Anh Quoc Do, Surendra Raju Chekuri, Wentao Wang, Nan Niu:
Foraging-Theoretic Tool Composition: An Empirical Study on Vulnerability Discovery. 139-146 - Imane Khaouja, Ghita Mezzour, Ismail Kassou:
Unsupervised Skill Identification from Job Ads. 147-151 - Maxwell M. Omwenga, Dalei Wu, Yu Liang, Dryver Huston, Tian Xia:
ScanCloud: Holistic GPR Data Analysis for Adaptive Subsurface Object Detection. 152-159 - Sayem Mohammad Imtiaz, Md Rayhan Amin, Anh Quoc Do, Stefano Iannucci, Tanmay Bhowmik:
Predicting Vulnerability for Requirements. 160-167 - Eitan Flor, Ramazan Aygun, Suat Mercan, Kemal Akkaya:
PRNU-based Source Camera Identification for Multimedia Forensics. 168-175 - Clifford Kemp, Chad Calvert, Taghi M. Khoshgoftaar:
Detecting Slow Application-Layer DoS Attacks With PCA. 176-183 - Qisheng He, Ming Dong, Loren Schwiebert:
Octave Deep Compression: In-Parallel Pruning-Quantization on Different Frequencies. 184-192 - Wei-bang Chen, Yongjin Lu, Zanyah Ailsworth, Xiaoliang Wang, Chengcui Zhang:
Enhancing Multimodal Clustering Framework with Deep Learning to Reveal Image Spam Authorship. 193-200 - Yan Lu, Sachin Shetty:
Multi-Class Malware Classification Using Deep Residual Network with Non-SoftMax Classifier. 201-207 - Tianyi Wang, Shu-Ching Chen:
Hierarchical Multimodal Fusion Network with Dynamic Multi-task Learning. 208-214 - Tahir Bachar Issa, David Uminsky, A. Shaw, R. Makipour, Ross W. Filice:
Toward Automatic Mammography Auditing via Universal Language Model Fine Tuning. 215-222 - Kains Praveen K, Nagamma Patil, Srikanth C. S, Vikas J:
M-CAD: Towards Multi-Categorical Auto Diagnosis of Varied Diseases using Deep Learning. 223-227 - Yen-Hao Huang, Yi-Hsin Chen, Fernando H. Calderon, Yuwen Lai, Shu-I Wu, Yi-Shin Chen:
LiBRA: A Linguistic Bipolar Disorder Recognition Approach. 228-235 - Amine Hamza Yaker, Lydia Bouzar-Benlabiod, Anne Menendez, Guy Paillet:
Mammograms Classification with NeuroMem® Chip for Breast Cancer Detection. 236-239 - Negar Tajziyehchi, Mohammad Moshirpour, George Jergeas, Farnaz Sadeghpour:
A Methodology and Tool for the Predictive Analysis of Cost Growth in Construction Projects. 240-247 - Michael Crawford, Taghi M. Khoshgoftaar:
Using Inductive Transfer Learning to Improve Hotel Review Spam Detection. 248-254 - Ryan Wen Liu, Maohan Liang, Jiangtian Nie, Sahil Garg, Yang Zhang, Zehui Xiong:
Extraction of Hottest Shipping Routes: From Positioning Data to Intelligent Surveillance. 255-262 - Eugene Lee, Brandon Chenze, Anand Panangadan:
Encouraging Sustainability Practices through Entity Recognition of Food Items on Social Media. 263-266 - Richard Zuech, John T. Hancock, Taghi M. Khoshgoftaar:
Detecting Web Attacks in Severely Imbalanced Network Traffic Data. 267-273 - Jimmy Dani, Boyang Wang:
HiddenText: Cross-Trace Website Fingerprinting over Encrypted Traffic. 274-281 - Fatma Najar, Nizar Bouguila:
Jointly smoothing word embedding and text representation. 282-289 - Emily J. Yang, Ying Jin:
A Two-Phase Approach for the Prediction of United States Power Plant Water Consumption. 290-293 - Erik Coltey, Yudong Tao, Tianyi Wang, Shahin Vassigh, Shu-Ching Chen, Mei-Ling Shyu:
Generalized Structure for Adaptable Immersive Learning Environments. 294-301 - Fernando H. Calderon Alvarado, Mau-Yun Ma, Yen-Hao Huang, Yi-Shin Chen:
CLAMP: Cross-Level Attention for Multi-Party Conversational Emotion Recognition. 302-309 - Julius Möller, Dennis Jankowski, Axel Hahn:
Towards an Architecture to Support Data Access in Research Data Spaces. 310-317 - Chinmayee Rane, Seshasayee Mahadevan Subramanya, Devi Sandeep Endluri, Jian Wu, C. Lee Giles:
ChartReader: Automatic Parsing of Bar-Plots. 318-325 - Kuo Yang, Emad A. Mohammed, Behrouz H. Far:
Detection of Alzheimer's Disease Using Graph-Regularized Convolutional Neural Network Based on Structural Similarity Learning of Brain Magnetic Resonance Images. 326-333 - Emad A. Mohammed, Esmaeil Shakeri, Zahra Shakeri Hossein Abad, Trafford Crump, Behrouz H. Far:
Important Features Identification for Prostate Cancer Patients Stratification Using Isolation Forest and Interactive Clustering Method. 334-341 - Yihuang Kang, Yi-Wen Chiu, Ming-Yen Lin, Fang-Yi Su, Sheng-Tai Huang:
Towards Model-informed Precision Dosing with Expert-in-the-loop Machine Learning. 342-347 - John T. Hancock, Taghi M. Khoshgoftaar:
Impact of Hyperparameter Tuning in Classifying Highly Imbalanced Big Data. 348-354 - Justin M. Johnson, Taghi M. Khoshgoftaar:
Encoding Techniques for High-Cardinality Features and Ensemble Learners. 355-361 - Anchen Sun, Yudong Tao, Mei-Ling Shyu, Shu-Ching Chen, Angela Blizzard, William Andrew Rothenberg, Dainelys Garcia, Jason F. Jent:
Multimodal Data Integration for Interactive and Realistic Avatar Simulation in Augmented Reality. 362-369 - Trang Thanh Quynh Le, Manjeet Rege:
Effectiveness feature for micro-expression recognition. 370-375 - Hyeseong Park, Myung Won Raymond Jung, Uran Oh:
APD: An Autoencoder-based Prediction Model for Depression Diagnosis. 376-379 - Preethu Rose Anish, Vivek Joshi, Pratik Sonar, Smita Ghaisas:
Writaupair: Assistive Platform for Children with Writing Difficulties. 380-384 - Shou-Chun Yen, Kuo-Chung Chu, Po-Yao Tsai:
Prediction model of social network suicide ideation by small sample. 385-389 - Wen-Kuo Chen, Cheng-Kun Chen, Andri Dayarana K. Silalahi:
Understanding Consumers' Post-purchase Behavior by Cognitive Dissonance and Emotions in the Online Impulse Buying Context. 390-394 - Min-Yuh Day, Sheng-Ru Shaw:
AI Customer Service System with Pre-trained Language and Response Ranking Models for University Admissions. 395-401 - Ankita Malarya, Karthik Ragunathan, Mani Bharath Kamaraj, Vignesh Vijayarajan:
Emerging Trends Demand Forecast using Dynamic Time Warping. 402-407 - Sai Ranganath Mikkilineni, Michael W. Totaro:
The Performance of PredNet Using Predictive Coding in the Visual Cortex: An Empirical Analysis. 408-415 - Haidar Abdulrahman Abbas, Najmadin Wahid Boskany, Kayhan Zrar Ghafoor, Danda B. Rawat:
Wi-Fi Based Accurate Indoor Localization System using SVM and LSTM Algorithms. 416-422 - Madison Bland, Shane Chiovarou, Seung-Yun Kim:
Stability Analysis of NAO Humanoid Robot Using a Fuzzy Petri net Model. 423-430 - Shih-Hung Wu, Chun-Yu Yeh:
Quality Evaluation of the General Domain Chinese Dialogue Generation Models with a BLEURT-based Model. 431-436 - Bo-Hsun Sung, Shih-Chieh Wei:
BECMER: A Fusion Model Using BERT and CNN for Music Emotion Recognition. 437-444 - I Chung, Chuan-Jie Lin:
TOCAB: A Dataset for Chinese Abusive Language Processing. 445-452
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