IEEE ICMLA



Monday December 14th: Main Conference and Special SessionsAll times are Miami, USA local time zone (EST)8:45am-9:00amOpening RemarksDr. Feng LuoDr. Dejing DouWebinar Link: oneTitle: LEARNING WITH UNPAIRED DATASpeaker: Dr. JIEBO LUO, UNIVERSITY OF ROCHESTER, USAWebinar Link:: Machine Learning Applications in Education(w 10)Session Chair:Halil Ibrahim BULBUL, bhalil@gazi.edu.trMonday Webinar 1 Link:: Machine Learning for Natural Language Processing (q12)Session Chair:Rim Hantach, rim.hantach@external.Monday Webinar 2 Link:: Emerging ML Based Techniques in Securing Users’ Identity (p5)(Merged with Special Session on Machine and Deep Learning in Cyber Security and Privacy Issues)Session Chair:Abhijit K Nag,aknag@tamuct.eduMonday Webinar 3 Link:: Machine Learning in Health （1）(Merged with SS: Explainable Machine Learning) (r13)Session Chair:Carmela Comito, ito@r.itMonday Webinar 4 Link: Time Data Science Decision Tree Approach to Approve Bank Loan from Lawyer’s Perspective(regular paper)RAJESH PASUPULETI 128.Mining Morphological Similarities for Translation Lexicon Augmentation(regular paper)Kavitha Karimbi Mahesh , Vaishnavi Naik , Sahana Angadi , Sandra Satish , Suman Nayak 447.Understanding Fairness of Gender Classification Algorithms Across Gender-Race Groups(regular paper)Anoop Krishnan , Ali Almadan , Ajita Rattani 368.Chromatogram Alignment Algorithm Based on Deep Neural Network and an Application in Bio-aerosol Detection(short paper)Yongyu Yang 494.Product Recommendation System for Supermarket(regular paper)Pranavi Satheesan ), Prasanna Haddela , Jesuthasan Alosius 371.Effects of Number of Filters of Convolutional Layers on Speech Recognition Model Accuracy(regular paper)James Mou , Jun Li 453.BWCFace: Open-set Face Recognition using Body-worn Camera(regular paper)Ali Almadan , Anoop Krishnan , Ajita Rattani 402.Architecture for accurate polyp segmentation in motion-blurred colonoscopy images(short paper)Makoto Takamatsu , Makoto HAsegawa 429.Valid Prediction Intervals for Course Grades with Conformal Prediction(regular paper)Rapha?l Morsomme , Evgueni Smirnov 379.SummaTRIZ: Summarization Networks for Mining Patent Contradiction(regular paper)Guillaume Guarino , Ahmed Samet , Denis Cavallucci , Amir Nafi 455.AARef: Exploiting Authorship Identifiers of Micro-Messages with Refinement Blocks(regular paper)Sarp Aykent , Tian Xia , Gerry Dozier 422.A Novel ECG Signal Denoising Filter Selection Algorithm Based on Conventional Neural Networks(short paper)Chandresh Pravin , Varun Ojha 450.A Hierarchical Bayesian IRT Analysis of Children’s Risk Propensity(regular paper)Chelsea Parlett-Pelleriti , Emily Sumner , Hoang Nguyen , Barbara Sarnecka , Susanne Jaeggi , Erik Linstead 403.Towards Hybrid Model for Automatic Text Summarization(regular paper)Ji Pei , Rim Hantach , Sarra Ben Abbès , Philippe Calvez 458.Evaluation of Local Binary Pattern Algorithm for User Authentication with Face Biometric(regular paper)Tony Gwyn , Mustafa Atay , Kaushik Roy , Albert Esterline 436.AI-based BMI Inference from Facial Images: An Application to Weight Monitoring(short paper)Hera Siddiqui , Ajita Rattani , Dakshina Ranjan Kisku , Tanner Dean 454.A Survey of Biometric and Machine Learning Methods for Tracking Student's Attention and Engagement(regular paper)Maria Villa , Mikhail Gofman , Sinjini Mitra , Ali Almadan , Anoop Krishnan , Ajita Rattani 423.Subword Contextual Embeddings for Languages with Rich Morphology(regular paper)Arda Akdemir , Tetsuo Shibuya , Tunga Güng?r 484.Using Graph Embeddings and Machine Learning to Detect Cryptography Misuse in Source Code(regular paper)Gustavo E Rodrigues , Ricardo Dahab , Alexandre Braga 437.Application of deep learning to distinguish multiple deep brain stimulation parameter configurations for the treatment of Parkinson’s disease(short paper)Robert LeMoyne , Timothy Mastroianni 479. Deep Learning Based Vehicle Detection From Aerial Images(regular paper)Hüseyin Se?kin DIKBAYIR, Halil ibrahim BULBUL424.Main Content Extraction from Web Pages(regular paper)Stanislas Morbieu , Guillaume Bruneval , Mohamed Lacarne , Mohamed Kone , Fran?ois-Xavier Bois 415.Image Watermarking with Region of Interest Determination Using Deep Neural Networks(regular paper)Mahnoosh Bagheri , Majid Mohrekesh , Nader Karimi , Shadrokh Samavi , Shahram Shirani , Pejman Khadivi 55.Application of Face Recognition in Tracing COVID-19 Fever Patients and Close Contacts(short paper)Weijun Tan , Jingfeng Liu 406. What are they Reporting? Examining Student Cybersecurity Course Surveys through the Lens of Machine Learning(regular paper)Denise Dragos,Suzanna Schmeelk473.An Investigation of Fine-tuning Pre-trained Models for MR-to-Text Generation(regular paper)Ting Hu , Christoph Meinel 480.Towards Obfuscated Malware Detection for Low Powered IoT Devices(regular paper)Daniel Park , Hannah Powers , Benji Prashker , Leland Liu , Bülent Yener 211.Learning across label confidence distributions using Filtered Transfer Learning(short paper)Seyed Ali Madani Tonekaboni , Andrew Brereton , Zhaleh Safikhani , Andreas Windemuth , Benjamin Haibe-Kains , Stephen MacKinnon 492.Toxic Comment Classification For French Online Comments(regular paper)nadira boudjani , Yannis Haralambous , Inna Lyubareva 246. Predicting missing and noisy links via neighbourhood preserving graph embeddings in a clinical knowlegebase(short paper)Budhaditya Saha, Shameek Ghosh, Vedant Mandloi445.DeL-haTE: A Deep Learning Tunable Ensemble for Hate Speech Detection(regular paper)Joshua Melton , Arunkumar Bagavathi , Siddharth Krishnan 490. Sequential Transfer Learning for Event Detection and Key Sentence Extraction(regular paper)Anais Ollagnier, Hywel Williams13:10pm-14:55pmSS: Advanced ML Applications: Federated Learning and Meta-Learning (t7)Session Chair:Hadi Amini,Shiqiang Wang amini@cs.fiu.edu,wangshiq@us.Monday Webinar 1 Link:: AI with Geographic Information Systems for Social Good (Merged with SS: Deep Learning and Ontology) (x7)Session Chair:Hai N. Phan, phan@njit.eduMonday Webinar 2 Link:: Machine Learning in Energy Application (s6)Session Chair:ILHAMI COLAK, ilhcol@Monday Webinar 3 Link:: AI with Geographic Information Systems for Social Good (Merged with SS: Deep Learning and Ontology)(2). (x7)Session Chair:Sarra Ben Abbès,sarra.ben-abbes@external.Monday Webinar 4 Link: The Application of Domain Adversarial Neural Network to Fault Detection and Isolation in Power Plants(regular paper)Hossein Shahabadi Farahani , Alireza Fatehi , Mahdi Aliyari Shooredeli 472.Geographical feature classification from text using (active) convolutional neural networks(regular paper)Liping Yang , Alan MacEachren , Prasenjit Mitra 198.HPT-RL: Calibrating Power System Models based on Hierarchical Parameter Tuning andReinforcement Learning(regular paper)Lei Lin , Wencheng Wu , Zhongkai Shangguan , Safwan Wshah , Ramadan Elmoudi , Beilei Xu 409.Reducing Artifacts in GAN Audio Synthesis(regular paper)Marko Orescanin , Nathan Thiem , James Michael 478. Fiji-FIN: A Fault Injection Framework on Quantized Neural Network Inference Accelerator(regular paper)Navid Khoshavi , Connor Broyles , Yu Bi , Arman Roohi 405.Exploratory data analysis of the visitor’s arrivals to Chichen-Itza?s archaeological site, a case study(regular paper)Edgar Avalos Gauna , León Palafox 373.Multi-view Data Mining Approach for Behaviour Analysis of Smart Control Valve(regular paper)Amirmohammad Eghbalian , Shahrooz Abghari , Veselka Boeva , Farhad Basiri 439.A Curated Set of Labeled Code Tutorial Images for Deep Learning(regular paper)Adrienne Bergh , Paul Harnack , Abigail Atchison , Elia Eiroa Lledo , Jordan Ott , Erik Linstead 446.Adaptive Data-driven Approach for the Remaining Useful Life Estimation when Few Historical Degradation Sequences are Available(regular paper)Koceila Abid , Moamar Mouchaweh , Laurence Cornez 470.Geographic Boosting Tree: Modeling Non-Stationary Spatial Data(regular paper)Liangdong Deng , Malek Adjouadi , Naphtali Rishe 388.New ANN results on a major benchmark for the prediction of RUL of Lithium Ion batteries in electric vehicles(regular paper)Inès JORGE , Ahmed Samet , Tedjani Mesbahi , Romuald Boné 426.Defending Against Localized Adversarial Attacks on Edge-Deployed Monocular Depth Estimators(regular paper)Nanda H Krishna , Praveen Kumar R , Rishi Vardhan K , Vineeth Vijayaraghavan 476.FedAR: Activity and Resource-Aware Federated Learning Model for Distributed Mobile Robots(regular paper)Ahmed Imteaj , M. Hadi Amini 471.Use of Machine Learning in Exploring Spatial (In)Justices(regular paper)Debzani Deb , Russell Smith 391.Technical Indicators and Prediction for Energy Market Forecasting(regular paper)Catherine McHugh , Sonya Coleman , Dermot Kerr 427.Adversarial Patch Defense for Optical Flow Networks in Video Action Recognition(regular paper)Adithya Prem Anand , Gokul H , Harish Srinivasan , Vineeth Vijayaraghavan , Pranav Vijay 482. Connecting Distributed Pockets of Energy Flexibility through Federated Computations: Limitations and Possibilities(regular paper)Javad Mohammadi, Jesse Thornburg 442. Know-Linking: An approach to generate shared knowledge between several actors in companies application in aerospace manufacturer(regular paper)Elamin Abderrahim, Nada Matta, hassan Atifi487. A Real Time Stock tendency prognostication using Quantopian(regular paper)RAJESH PASUPULETI 449. GRaDL: A Framework for Animal Genome Sequence Classification with Graph Representations and Deep Learning(regular paper)Sai Narayanan , Akhilesh Ramachandran , Sathyanarayanan N Aakur , Arunkumar Bagavathi 367. Robust Incremental Logistic Regression for Detection of Anomaly Using Big Data(regular paper)Topon Paul, Ken Ueno462.An embedded deep learning system for augmented reality in firefighting applications(regular paper)Manish Bhattarai461.Towards adversarial robustness with 01 loss neural networks(regular paper)yunzhe xue , Meiyan Xie , Usman Roshan 377. Multi-UCAV Air Combat in Short-Range Maneuver Strategy Generation using Reinforcement Learning and Curriculum Learning(regular paper)Weiren Kong, Deyun Zhou, Kai Zhang, Zhen Yang,Wansha Yang435. Enhancing ontology-based home Care Services platform using Bayesian networks(regular paper)Abdelweheb GUEDDES, Mohamed Ali Mahjoub15:05pm-18:20pmSS: Machine Learning in Health (2)(Merged with SS: Explainable Machine Learning) (r13)Session Chair:Ester Zumpano,e.zumpano@dimes.unical.it Agostino.Forestiero,agostino.forestiero@r.itMonday Webinar 1 Link:: Deep Learning(Merged with SS: Machine Learning in Software Engineering – Beyond Text) (v21)Session Chair:Erik Linstead, linstead@chapman.eduMonday Webinar 2 Link:: Machine Learning on Graphs (u4)Session Chair:Arunkumar Bagavathi, abagava@okstate.eduMonday Webinar 3 Link: Subset Selection for Transfer Learning using Bilevel Particle Swarm Optimization(regular paper)Stefan Wuchty 206.Multi-class segmentation of Diabetic Retinopathy lesions: effects of metrics, improvements and loss(regular paper)Pedro Furtado 41.The Importance of Local Labels Distribution and Dominance for Node Classification in Graph Neural Networks(regular paper)Asmaa Rassil , Hiba Chougrad , Hamid Zouaki 384.A Study of Deep Learning for Predicting Freeze of Gait in Patients with Parkinson’s Disease(regular paper)Alexander M Yuan , Shayok Chakraborty 404.Faster R-CNN based Automatic Parking Space Detection(regular paper)Praveen Meduri 397.DAT-RNN: Trajectory Prediction with DiverseAttention(regular paper)Zheng Li , Xiaocong Du , Yu Cao 386.Using internet search trends to forecast short term drug overdose deaths: A case study on Connecticut(regular paper)Sumit Mukherjee , Nicholas Becker , William Weeks , Juan M Lavista Ferres 372.Enabling Rewards for Reinforcement Learning in Laser Beam Welding processes through Deep Learning(regular paper)Markus Schmitz , Florian Pinsker , Alexander Ruhri , Beibei Jiang , Georgij Safronov 425.Quantifying Challenges in the Application of Graph Representation Learning(regular paper)Antonia Gogoglou , C. Bayan Bruss , Brian Nguyen , Mohammad Reza Sarshogh , Keegan Hines 392. Pandemic spread prediction and healthcare preparedness through financial and mobility data(regular paper)Nidhi Mulay , Vikas Bishnoi , Himanshi Charotia , Siddhartha Asthana , Ankur Arora , Gaurav Dhama 376. A New Clustering-Based Technique for the Acceleration of Deep Convolutional Networks(regular paper)Erion-Vasilis Pikoulis , Christos Mavrokefalidis , Aris Lalos 468. Road Accident Proneness Indicator Based on Time, Weather and Location Specificity Using Graph Neural Networks(regular paper)Srikanth Chandar, Muvazima Mansoor, Anish Reddy, Suresh Jamadagni407.Depression Detection Using Atlas from fMRI Images(regular paper)Marzieh Mousavian , Jianhua Chen , Steven Greening 382.SAFL: A Self-Attention Scene Text Recognizer with Focal Loss(regular paper)Hieu Bao Tran , Thanh Le-Cong , Manh Nguyen , Duc-Anh Nguyen , Thanh Hung Nguyen , Phi-Le Nguyen 420.COVID-19 screening using Residual Attention Network an Artificial Intelligence approach(regular paper)Vishal Sharma , Curtis Dyreson 387.Enhancing Piano Transcription by Dilated Convolution(regular paper)Xian Wang , Lingqiao Liu , Javen Qinfeng Shi 431.Automated Semantic Segmentation of Cardiac Magnetic Resonance Images with Deep Learning(regular paper)Sujata Sinha , Thomas Denney , Yang Zhou , Jingyi Zheng 389.Radar Trajectory-based Air-Writing Recognition using Temporal Convolutional Network(regular paper)Muhammad Arsalan , Avik Santra , Vadim Issakov 444.End-to-End Deep Learning for Reliable Cardiac Activity Monitoring using Seismocardiograms(regular paper)Prithvi Suresh , Naveen Narayanan , Pranav Chakilam , Pranav Raveendran , Vineeth Vijayaraghavan 394.On the transferability of adversarial examples between convex and 01 loss models(regular paper)yunzhe xue , Meiyan Xie , Usman Roshan 463.Two-stage and dual-decoder convolutional U-Net ensembles for reliable vessel and plaque segmentation in carotid ultrasound images(regular paper)Meiyan Xie , Yunzhu Li , yunzhe xue , Lauren Huntress , William Beckerman , Saum Rahimi , Justin Ady , Usman Roshan 395.TSV Extrusion Morphology Classification Using Deep Convolutional Neural Networks(regular paper)Brendan Reidy , Golareh Jalilvand , Tengfei Jiang , Ramtin Zand 469.ARC-Net: Activity Recognition Through Capsules(regular paper)Hamed Damirchi , Rooholla Khorrambakht , Hamid D. Taghirad 399.A Comparative Study of Deep Learning-based RGB-depth Fusion Methods for Object Detection(regular paper)Fahimeh Farahnakian , Jukka Heikkonen 489.A Power-aware Approach for Smart Health Monitoring and Decision Support(regular paper)Deborah Falcone , carmela comito , Agostino Forestiero 400.ConvJSSP: Convolutional Learning for Job-Shop Scheduling Problems(regular paper)Tianze Wang , Amir H. Payberah , Vladimir Vlassov 491.Multiple Instance Learning approaches for Melanoma and Dysplastic Nevi images classification(regular paper)Eugenio Vocaturo , Ester Zumpano 401.MarioDAgger: A Time and Space Efficient Autonomous Driver(regular paper)Farzad Kamrani , Andreas Elers , Mika Cohen , Amir H. Payberah 396.Improving Explainability of Image Classification in Scenarios with Class Overlap: Application to COVID-19 and Pneumonia(regular paper)Edward A Verenich , Alvaro Velasquez , Nazar Khan , Faraz Hussain 414. Effective Big Data Caching through Reinforcement Learning(regular paper)Mirco Tracolli, Valentina Poggioni, Daniele Spiga, Marco BaiolettiTuesday December 15th: Main Conference9:00am-11:30amGraphical models and Feature Selection and Extraction (o7)Session Chair: Jingyi (Ginny) Zhengjzz0121@auburn.edu Tuesday Webinar 3 Link: Vision (m6)Session Chair:Sathyanarayanan N Aakursaakurn@okstate.eduTuesday Webinar 2 Link: of Neural Network (e14)Session Chair:Sakshi MishtaSakshi.Mishra@Tuesday Webinar 1 Link: identification for historical handwritten documents using a single feature extraction method(regular paper)Michel G Chammas , Abdallah Makhoul , Jacques Demerjian 228.Tsallis Entropy Based Labelling(regular paper)Kentaro Goto , Masato Uchida 7.Neural Architecture Search for Automotive Grid Fusion Networks Under Embedded Hardware Constraints(regular paper)Gabor Balazs , WALTER STECHELE 19.Extending SpArSe: Automatic Gesture Recognition Architectures for Embedded Devices(short paper)Juan Borrego Carazo , David Castells Rufas , Jordi Carrabina , Ernesto Biempica 335.Online Gaussian LDA for Unsupervised Pattern Mining from Utility Usage Data(regular paper)saad mohamad , Hamid Bouchachia 15.Harmonic Structure-Based Neural Network Model for Music Pitch Detection(regular paper)Xian Wang , Lingqiao Liu , Javen Qinfeng Shi 272.Multi-Class 3D Object Detection Within Volumetric 3D Computed Tomography Baggage Security Screening Imagery(short paper)Qian Wang , Neelanjan Bhowmik , Toby P Breckon 135.Evaluating Mixed-Precision Arithmetic for 3D Generative Adversarial Networks to Simulate High Energy Physics Detectors(regular paper)John H Osorio Ríos , Adrià Armejach , Gulrukh Khattak , Eric Petit , Sofia Vallecorsa , Marc Casas Guix 82.From Quantitative Analysis to Synthesis of Efficient Binary Neural Networks(regular paper)Tim Stadtmann , Cecilia Latotzke , Tobias Gemmeke 184.Learning to Solve Combinatorial Optimization Problems on Real-World Graphs in Linear Time(short paper)Iddo Drori , Anant Kharkar , William Sickinger , Brandon J Kates , Qiang Ma , Suwen Ge , Eden Dolev , Brenda Dietrich , David Williamson , Madeleine Udell 185.Single Camera Masked Face Verification and Identification(short paper)VIVEK ASWAL 110.Analysis of Generalizability of Deep Neural Networks Based on the Complexity of Decision Boundary(regular paper)SHUYUE GUAN , Murray H Loew 91. Knowledge Graph Extraction from Videos(regular paper)Louis Mahon, Eleonora Giunchiglia, Bowen Li, Thomas Lukasiewicz323.Public Dataset of Parking Lot Videos for Computational Vision Applied to Surveillance(short paper)Ingrid Ariel Nascimento , Pedro Castro , Sofia Klautau , Luan Gon?alves , Carnot Filho , Flávio Brito , Silvia Lins , Aldebaro Klautau 116.Neural Data Augmentation Techniques for Time Series Data and its Benefits(regular paper)Anindya Sarkar 57. Low-Rank Sparse Tensor Approximations for Large High-Resolution Videos(short paper)Xiang Liu, Huyunting Huang, Weitao Tang, Tonglin Zhang, Baijian Yang244.Verifying Artificial Neural Network Classifier Performance Using Dataset Dissimilarity Measures(regular paper)Hamid Asgari , Darryl Hond , Daniel Jeffery 141. MaskedFusion: Mask-based 6D Object Pose Estimation(regular paper)Nuno Pereira,Luís A. Alexandre203.Deep neural network for load forecasting centred on architecture evolution(regular paper)Santiago Gomez , Miriam Capretz , Syed Mir 317.Finite Difference Neural Networks: Fast Prediction of Partial Differential Equations(short paper)Zheng Shi , Nur Sila Gulgec , Albert S Berahas , Shamim Pakzad , Martin Takac 279.Efficient and Compact Convolutional Neural Network Architectures for Non-temporal Real-time Fire Detection(short paper)William Thomson , Neelanjan Bhowmik , Toby P Breckon 109.LB-CNN: Convolutional Neural Network with Latent Binarization for Large Scale Multi-class Classification(short paper)Timothy Reese , Michael Zhu 155.NGM: Neural Gaussian Mirror for Controlled Feature Selection in Neural Networks(short paper)Xin Xing , Yu Gui , Chenguang Dai , Jun Liu 219.Adaptive Algorithm for Estimation of Model of Neural Activity in Brain-Computer Interfaces(short paper)Sergei A. Plotnikov , Alexander L Fradkov 11:40am-14:40pmClustering Methods with Applications (k9)Session Chair:António Douradodourado@dei.uc.pt Tuesday Webinar 1 Link: and Advanced Learning Methods (l8)Session Chair:Hai Phanphan@njit.edu Tuesday Webinar 2 Link: (b8)Session Chair:Ghada Zamzmi Alzamzmighadazamzmi.alzamzmi@ Tuesday Webinar 3 Link: Gradient Boosting Trees and Stochastic Leaf Evaluation to MCTS on Hearthstone(regular paper)Tasos Papagiannis , Georgios Alexandridis , Andreas Stafylopatis 195.Falsification-Based Robust Adversarial Reinforcement Learning(regular paper)Xiao Wang , Saasha Nair , Matthias Althoff 31.Cell Type Identi?cation from Single-Cell Transcriptomic Data via Gene Embedding(regular paper)Shanta Chowdhury , Xishuang Dong , Oscar A. Solis , Lijun Qian , Xiangfang Li 95.Discovering Disease Targets with Biomedical Word Embeddings(regular paper)Payal Mitra , Thom Pijnenburg , Viachaslau Sazonau 322.Modeling Agent Behaviors for Policy Analysis via Reinforcement Learning(regular paper)Osonde A Osoba , Raffaele Vardavas , Justin Grana , Rushil Zutshi , Amber Jaycocks 136.Deep Multiple Instance Learning Ensemble for the Acoustic Detection of Tropical Birds(regular paper)Jorge Castro , Roberto Vargas Masís , Danny Alfaro Rojas 134.Online Cluster Drift Detection for Novelty Detection in Data Streams(regular paper)Shon Mendelson , Boaz Lerner 78.SASBO: Self-Adapting Safe Bayesian Optimization(regular paper)Stefano De Blasi , Alexander Gepperth 69.Unsupervised ageing detection of mechanical systems on a causality graph(regular paper)Edouard Pineau , Sébastien Razakarivony , Thomas Bonald 60.A Clustering-based biased Monte Carlo Approach to Protein Titration Curve Prediction(short paper)Arun V Sathanur , Nathan Baker 30.Reinforcement Learning based Evolutionary Metric Filtering for High Dimensional Problems(regular paper)Bassel Ali , Koichi Moriyama , Masayuki Numao , Ken-ichi Fukui 231.AI-based Prediction for Early Detection of Tuberculosis in India based on Environmental Factors(regular paper)Raghav R Heda , Dr. Nupur Giri , Richard Joseph , Sanika Chavan , Reema G Israni , Ritika Sethiya 286.GCN with Clustering coefficients and attention module(short paper)ABHISHEK SINGH , RAKESH KUMAR YADAV , Shekhar Verma 291.Optimizing CNN using Fast Fourier Transformation for Object Recognition(short paper)Varsha Nair , Moitrayee Chatterjee , Neda Tavakoli , Akbar Siami Namin , Craig Snoeyink 103.Ensemble Hyperspectral Band Selection for Detecting Nitrogen Status in Grape(regular paper)Ryan Omidi , Ali Moghimi , Alireza Pourreza , Mohamed El-Hadedy , Anas Salah Eddin 255.Anomaly Detection in Unsupervised Surveillance Setting Using Ensemble of Multimodal Data with Adversarial Defense(short paper)Sayeed Shafayet Chowdhury , Kazi Mejbaul Islam , Rouhan Noor 54.A proposal for online analysis and identification of fraudulent transactions(short paper)Rodrigo AL Torres , Marcelo Ladeira 199.Multimodal Word Sense Disambiguation in Creative Practice(regular paper)Manuel Ladron de Guevara , Akshat Gupta , Christopher George , Daragh Byrne , Ramesh Krishnamurti 249.RAM-Net: A Residual Attention MobileNet to Detect COVID-19 Cases from Chest X-Ray Images(short paper)Md Aminur Rab Ratul , Maryam Tavakol Elahi , KUN YUAN , Won-Sook Lee 345.Bayesian Sampler: Fairness in Sampling(short paper)Ishani Chakraborty ological Data Analysis to Engineer Features from Audio Signals for Depression Detection(short paper)ML Tlachac , Adam Sargent , Ermal Toto , Randy Paffenroth , Elke Rundensteiner 254.Regression Ensembles for Fast Design Space Exploration of Heterogeneous Hardware Designs(short paper)Alba Sandyra Bezerra Lopes , Anne Canuto , Monica Pereira 351.Use of Auxiliary Classifier Generative Adversarial Network in Touchstroke Authentication(short paper)Debzani Deb , Mina guirguis 264. Deep Metric Learning for Proteomics(short paper)Mark G Lennox, Neil Robertson, Barry Devereux15:00pm-18:30pmMachine Learning for Recognition Applications (h9)Session Chair:Anitha S Pillaianithasp016@ Tuesday Webinar 1 Link: Vision and Image Segmentation (n8)Session Chair:Praveen Palanisamypraveen.palanisamy@ Tuesday Webinar 2 Link: Learning (1) (j21)Session Chair:Ajita Rattaniajita.rattani@wichita.edu Tuesday Webinar 3 Link: generation of reviews of scientific papers(regular paper)Anna Nikiforovskaya , Nikolai Kapralov , Anna Vlasova , Oleg Shpynov , Aleksei Shpilman 12.DeepGamble: Video Recognition Makes Marketing at a Large Entertainment House, a Less of a Gamble(regular paper)Danish Syed , Naman Gandhi , Arushi Arora , Nilesh Kadam 61.Deep Learning based Covert Attack Identification for Industrial Control Systems(regular paper)Dan Li , Paritosh P Ramanan , Nagi Gebraeel , Kamran Paynabar 76.TransCrossCF: Transition-based Cross Domain Collaborative Filtering(regular paper)Thanh Nam Doan , Shaghayegh Sahebi 138.Ensemble CNN in Transform Domains for Image Super-resolution from Small Data Sets(regular paper)Yingnan Liu , Randy Paffenroth 112.Deep Learning for Automatic Quality Grading of Mangoes: Methods and Insights(regular paper)Shih-Lun Wu , Hsiao-Yen Tung , Yu-Lun Hsu 222.Semantic Nonnegative Matrix Factorization with Automatic Model Determination for Topic Modeling(regular paper)Raviteja Vangara , Erik Skau , Gopinath Chennupati , Hirsto Djidjev , Thomas Tierney , James Smith , Manish Bhattarai , Valentin Stanev , Boian Alexandroe 96.PENet: Object Detection using Points Estimationin High Definition Aerial Images(regular paper)ZIyang Tang , Xiang Liu , Baijian Yang 133.A Deep Learning Framework for Ensuring Responsible Play in Skill-based Cash Gaming(regular paper)Deepanshi Seth , Sharanya Eswaran , Tridib Mukherjee , Mridul Sachdeva 160.Interpreting Attention Models: LSTM vs. CNN(regular paper)Koen Weterings , Shir-Lee Kimelman , Stefano Bromuri , Marko van Eekelen 227.EVISClass: a new evaluation method for image data stream classifiers(regular paper)Mateus Curcino de Lima , Maria Camila N. Barioni , Elaine Faria , Humberto L Razente 139.Rapid Class Augmentation For Continuous Deep Learning Applications(regular paper)Hanna E Witzgall , Hanna Witzgall 252.K-metamodes: frequency- and ensemble-based distributed k-modes clustering for security analytics(regular paper)Andrey Sapegin 346.Conditional Score Matching for Image to Image Regression(regular paper)Hao Xin , Michael Zhu 43.Crafting Adversarial Examples for Deep Learning Based Prognostics(short paper)Khaza Anuarul Hoque , Gautam Raj mode 310.Linguistic Features for Detecting Fake Reviews(regular paper)Faranak Abri , Luis Felipe Gutierrez , Akbar Siami Namin , Keith Jones , David Sears 188.EVALUATING THE NUMBER OF TRAINABLE PARAMETERS ON DEEP MAXOUT AND LRELU NETWORKS FOR VISUAL RECOGNITION(regular paper)Gabriel Castaneda , Taghi Khoshgoftaar 50.Efficient Defect Detection from Consecutive Monocular Images by Deep Learning(short paper)Duy Truong , Naotake Natori 56.Unsupervised Open Set Recognition using Adversarial Autoencoders(short paper)Mehadi S Hassen , Philip Chan 280.Enhanced Anisotropic Diffusion-based CNN-LSTM Architecture for Video Face Liveness Detection(short paper)Ranjana Koshy , Ausif Mahmood 72.Theoretical Analysis of the Advantage of Deepening Neural Networks(short paper)Yasushi Esaki , Yuta Nakahara , Toshiyasu Matsushima 100.Tuberculosis Bacilli Identification: A Novel Feature Extraction Approach via Statistical Shape and Color Models(short paper)Hamed Yousefi , Farnaz Mohammadi , Niloufar Mirian , Navid Amini 127. Loss Scheduling for Class-Imbalanced Image Segmentation Problems(short paper)Oskar Taubert ), Markus G?tz ), Alexander Schug ), Achim Streit87.Heart Audio Classification using Deep Learning(short paper)Pawan Joshi , Arooshi Taneja , Yashvi Gulati , Tushar Chugh , Narina Thakur 278.cFAT-GAN: Conditional Simulation of Electron-Proton Scattering Events with Variate Beam Energies by a Feature Augmented and Transformed Generative Adversarial Network(short paper)Luisa Velasco , Yasir Alanazi , Nobuo Sato , Tianbo Liu , Wally Melnitchouk , Michelle Kuchera , Evan McClellan , Yaohang Li 238.Refined Plane Segmentation for Cuboid-Shaped Objects by Leveraging Edge Detection(regular paper)Alexander Naumann , Laura D?rr , Niels Ole Salscheider , Kai Furmans106.Deep Learning-based Symbolic Indoor Positioning using the Serving eNodeB(short paper)Mohammad H. Mahoor , Fahad Al-homayani Wednesday December 16th: Main Conference 8:45am-9:00amBest Paper AwardsWebinar Link: twoTitle: A COGNITIVE ARCHITECTURE FOR OBJECT RECOGNITION IN VIDEOSpeaker: Dr. JOSE C. PRINCIPE, UNIVERSITY OF FLORIDA, USAWebinar Link: Classification Methods with Applications (f8)Session Chair:Long Chenglong.cheng@hitachi- Wednesday Webinar 1 Link: Forecasting in Time Series (i9)Session Chair:Dongxiao Zhudzhu@wayne.edu Wednesday Webinar 2 Link: Miscellanea 1 (d9)Session Chair:Gloria Cerasela Crisanceraselacrisan@ub.ro Wednesday Webinar 3 Link: 37.Generalized Adversarial Distances to Efficiently Discover Classifier Errors(regular paper)Walter Bennette , Sally M Dufek , Karsten Maurer , Sean Sisti , Bunyod Tusmatov 251.Spatio-Temporal Change Detection with Granger Causality Based Cluster Sequence Mining(regular paper)Nat Pavasant , Masayuki Numao , Ken-ichi Fukui 27.LOCO: Logistics Objects in Context(regular paper)Christopher Mayershofer , Dimitrij-Marian Holm , Benjamin Molter , Nikolai Ruof , Johannes Fottner 46.Segmentation of Multi-State Compound Waveform and Extraction of Features for Anomaly Detection(regular paper)Topon Paul , Takeichiro Nishikawa , Shigeru Maya , Akihiro Itakura , Toshihide Kawachi , Akira Ogawa , Hiroshi Yokota 275.CAE: Towards Crowd Anarchism Exploration(short paper)Mayamin Hamid Raha , Tonmoay Deb , Mahieyin Rahmun , Shahriar Ali Bijoy , Adnan Firoze , Mohammad Khan 63.Dense Broad Learning System with Proportional Integral Differential and Adaptive Moment Estimation(regular paper)Weidong Zou , Yuanqing Xia , Weipeng Cao 108.Kernel Ridge Regression Using Importance Sampling with Application to Seismic Response Prediction(regular paper)Farhad Pourkamali-Anaraki , Mohammad Amin Hariri-Ardebili , Lydia Morawiec 294.f2tag - Can Tags Be Predicted Using Formulas?(regular paper)Sebastian Wankerl , Gerhard G?tz , Andreas Hotho 253.Benchmarking Machine Learning Solutions in Production(regular paper)Lucas Silva , Fernando Zagatti , Bruno Sette , Lucas Nildaimon Silva , Daniel Lucrédio , Diego Furtado Silva , Helena Caseli 121.HASeparator: Hyperplane-Assisted Softmax(regular paper)Ioannis Kansizoglou , Nicholas Santavas , Loukas Bampis , Antonios Gasteratos 315.Performance of CatBoost and XGBoost in Medicare Fraud Detection(regular paper)John Hancock , Taghi Khoshgoftaar 49.Forecasting Rogue Waves In Oceanic Waters(regular paper)Pujan Pokhrel , Elias Ioup , Md Tamjidul Hoque , Mahdi Abdelguerfi , Jullian Simeonov 125.Dimension Estimation Using Autoencoders with Applications to Financial Market Analysis(regular paper)Nitish Bahadur , Randy Paffenroth 359.HybriDG: Hybrid Dynamic Time Wrapping and Gaussian Distribution Model for Detecting Emerging Zero-day Microarchitectural Side-Channel Attacks(regular paper)Han Wang , Hossein Sayadi , Avesta Sasan , Setareh Rafatirad , Houman bining Temporal Event Relations and Pre-Trained Language Models for Text Summarization(short paper)Divyanshu Daiya 172.An Investigation of Dynamic Feature Selection Methods Applied to Classifier Ensembles(short paper)Romulo Nunes , Carine Azevedo , Anne Canuto , Joao Carlos Xavier-Junior 261.CQ-VAE: Coordinate Quantized VAE for Uncertainty Estimation with Application to Disk Shape Analysis from Lumbar Spine MR Images(short paper)Linchen Qian , jiasong chen , Timur Urakov , Weiyong Gu , Liang Liang 119.Multi-Class Object Detection Using 2D Poses(short paper)Christopher Mayershofer , Ala Hammami , Marco Prueglmeier , Johannes Fottner 293.Domain adaptation from clinical trials data to the tertiary care clinic – Application to ALS(short paper)Ben Hadad , Boaz Lerner 267.Towards logical association rule mining on ontology-based semantic trajectories(short paper)Antonio C. F. Petri , Diego Furtado Silva 123.A Collaborative Filtering Approach to Successfully Completing The Marathon(short paper)Jakim Berndsen , Barry Smyth , Aonghus Lawlor 297.Improving Fraud Detection and Concept Drift Adaptation in Credit Card Transactions Using Incremental Gradient Boosting Trees(short paper)Bar?? Bayram , Bilge K?ro?lu , Mehmet G?nen 269.Analysis of COVID-19 in different countries using Wigner energy distribution and clustering(short paper)Ranjani Murali 126.Distance-Based Multivariate Anomaly Detection in Wire Arc Additive Manufacturing(short paper)Raven Reisch , Tobias Hauser , Benjamin Lutz , Matteo Pantano , Tobias Kamps , Alois Knoll 58.Accurate Characterization of Non-Uniformly Sampled Time Series using Stochastic Differential Equations(short paper)Stijn De Waele 173.pReview: The Artificially Intelligent Conference Reviewer(short paper)Jesse Roberts , Douglas Fisher 225.On Analyzing COVID-19-related Hate Speech Using BERT Attention(regular paper)Nishant Vishwamitra , Roger Hu , Feng Luo , Long Cheng , Matthew Costello , Yin Yang 14:00pm-18:00pmApplications of Deep Learning (g12)Session Chair:Kostas Kolomvatsoskostasks@uth.gr Wednesday Webinar 1 Link: 2 (c12)Session Chair:Yaqing Wangwangyaqing01@ Wednesday Webinar 2 Link: Deep Learning (2) (j21)Session Chair:Fahad Al-homayaniFahad.Al-homayani@du.edu Wednesday Webinar 3 Link: 226.Real-World Multi-Domain Data Applications for Generalizations to Clinical Settings(regular paper)Nooshin Mojab , Vahid Noroozi , Darvin Yi , Manoj Nallabothula , Abdullah Aleem , Philip S Yu , Joelle Hallak 26.Partly Supervised Multi-Task Learning(regular paper)Abdullah-Al-Zubaer Imran , Chao Huang , Hui Tang , Wei Fan , Yuan Xiao , Dingjun Hao , Zhen Qian , Demetri Terzopoulos 221.Accelerated Deep Learning on HPCC Systems(short paper)Robert K Kennedy , Taghi Khoshgoftaar 259.Robust Detection of Objects under Periodic Motion with Gaussian Process Filtering(regular paper)Joris Guerin , Anne Canuto , Luiz M. G. Goncalves 158.Towards Machine Learning Explainability in Text Classification for Fake News Detection(regular paper)Lukas D Kurasinski , Radu Mihailescu 235.Detection of Reckless Driving using Deep Learning(short paper)Shobhan Kumar , Arun Chauhan , Lakshman Mahto , Jagadish D N 162.Dual-encoder Bidirectional Generative Adversarial Networks for Anomaly Detection(regular paper)Teguh Budianto , Tomohiro Nakai , Kazunori Imoto , Takahiro Takimoto , kosuke haruki 187.DEDPUL: Difference-of-Estimated-Densities-based Positive-Unlabeled Learning(regular paper)Dmitry Ivanov 237.Deep Learning based Time Series Forecasting(short paper)Kushagra Agarwal , Lalasa Dheekollu , Ankur Arora , Gaurav Dhama , Siddhartha Asthana , Tanmoy Bhowmik 336.Finding and Segmenting Mathematical Equations in Students’ Online Handwritten Assignments(regular paper)Amirali Darvishzadeh , Thomas Stahovich 48.Audio-based Depression Screening using SlidingWindow Sub-clip Pooling(short paper)Ermal Toto , ML Tlachac , Francis Stevens , Elke Rundensteiner 262.DEAL: Deep Evidential Active Learning for Image Classification(short paper)Patrick Hemmer , Niklas Kühl ), Jakob Schoeffer )220.MuSeM: Detecting Incongruent News Headlines using Mutual Attentive Semantic Matching(regular paper)Rahul Mishra , Piyush Yadav ), Remi Calizzano ), Markus Leippold 145.Using Text Analytics on Reflective Journaling toIdentify Cultural Capitals for STEM Students(regular paper)Karuna N Nayak , Shailesh Krishna , Kim Coble , Khanh Tran , Marissa Harris , Ana Maria Barrera , Anagha Kulkarni 340.Resource-aware On-device Deep Learning for Supermarket Hazard Detection(short paper)M.G. Sarwar Murshed , Nazar Khan , James Carroll , Faraz Hussain 107.Lower Bounds for Adversarially Robust PAC Learning under Evasion and Hybrid Attacks(short paper)Dimitrios Diochnos , Saeed Mahloujifar , Mohammad Mahmoody 68.Application of Machine Learning to Gasoline Direct Injection Systems: Towards a Data-Driven Development(short paper)Massimiliano Botticelli , Robin Hellmann , Paul Jochmann , Karl Georg Stapf , Erik Schuenemann 52. Generalization of iterative sampling in autoencoders(short paper)Miguel Solinas, clovis galiez, Romain Cohendet, Stephane Rousset, Marina Reyboz, Martial Mermillod152.Predicting purchase probability of retail items using an ensemble learning approach and historical data(short paper)Archika Sharma , Omair Shafiq 146.Resource Management in Cloud Computing UsingMachine Learning: A Survey(short paper)Sepideh Goodarzy , Maziyar Nazari 117.Estimating the Effect of General Health Checks Using Uncertainty Aware Attention of Deep Instrumental Variable 2-Stage Network(short paper)SangKyun Jo , DUK BIN JUN , Sungho Park 194.Blockchain-Based Federated Learning Against End-Point Adversarial Data Corruption(short paper)Yuwei Sun , Hiroshi Esaki , Hideya Ochiai 180.Machine Learning Fairness in Justice Systems: Base Rates, False Positves, and False Negatives(short paper)Jesse Russell 137.Deduplication of Advertisement Assets Using Deep Learning Ensembles(short paper)Abhijith Chakiat , Nishant Oli , Varun Modi 258.Federated Learning of Neural Network Models with Heterogeneous Structures(short paper)Kundjanasith Thonglek , Keichi Takahashi , Kohei Ichikawa , Chawanat Nakasan , Hajimu Iida 248.A Pixel-Level Feature Space Modeling and Brain Tumor Detection Using Machine Learning(short paper)Shan Suthaharan , Ritu Joshi 182.Residential Building Energy Consumption Forecasting Using Hybrid Deep Neural Networks(short paper)Dagimawi D Eneyew , Miriam Capretz , Girma Bitsuamlak 306.Learning Uncertainties in Wheel Odometry for Vehicular Localisation in GPS deprived environments(short paper)Uche Onyekpe , Vasile Palade , Stratis Kanarachos , Stavros-Richard Christopoulos 257.A Methodology for Estimating Hospital Intensive Care Unit Length of Stay Using Novel Machine Learning Tools(short paper)Roberto Batista , Reinaldo Sanchez-Arias 216.Malware Classification using Recurrence Plots and Deep Neural Network(short paper)Sara SS Sartoli , Yong Wei , Shane Hampton 338.CRUFT: Context Recognition under Uncertainty using Fusion and Temporal Learning(short paper)Wen Ge , Emmanuel Agu 320.Districts by Demographics: Predicting U.S. House of Representative Elections using Machine Learning and Demographic Data(short paper)Britt Richardson , Dean F Hougen 271. An Efficient Pipeline for Pruning Convolutional Neural Networks(short paper)Chengcheng Li , Zi Wang , Hairong Qi36.Forecasting Attrition from the Canadian Armed Forces using Multivariate LSTM(short paper)Ryuichi Ueno , Dragos Calitoiu 147.Enhance CNN Robustness Against Noises for Classification of 12-Lead ECG with Variable Length(regular paper)Linhai Ma , Liang Liang 204. Improving the Constituent Journey with Convolutional and Recurrent Neural Networks(Regular Paper)Greg Lee, Ajith Raghavan, Mark Hobbs5.Using Undersampling with Ensemble Learning to Identify Factors Contributing to Preterm Birth(short paper)Shi Dong , Zlatan Feric, Guangyu Li , Chieh Tzu Wu , April Z. Gu , Jennifer Dy , John Meeker , Ingrid Y. Padilla , Jose Cordero , Carmen Velez Vega , Zaira Rosario , Akram Alshawabkeh , David R Kaeli 343. Robust method for lane detection using deep learning and multisensory data fusion(short paper)31. Graph Neural Networks for Model Recommendation using Time Series Data(short paper)Aleksandr Pletnev, Rodrigo Rivera, Evgeny Burnaev Khalid Dr Ismail328. N-BEATS-RNN: deep learning for time series forecasting(short paper)Attilio Sbrana, André Rossi, murilo naldi131. Graph Neural Networks for Model Recommendation using Time Series Data(short paper)Aleksandr Pletnev, Rodrigo Rivera, Evgeny Burnaev ................
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