Anyone here? Smart Embedded Low-Resolution Omnidirectional Video Sensor to Measure Room Occupancy (English)
- New search for: Callemein, Timothy
- New search for: Van Beeck, Kristof
- New search for: Goedeme, Toon
- New search for: Callemein, Timothy
- New search for: Van Beeck, Kristof
- New search for: Goedeme, Toon
In:
2019 18th IEEE International Conference On Machine Learning And Applications (ICMLA)
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1993-2000
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2019
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ISBN:
- Conference paper / Electronic Resource
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Title:Anyone here? Smart Embedded Low-Resolution Omnidirectional Video Sensor to Measure Room Occupancy
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Contributors:
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Published in:
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Publisher:
- New search for: IEEE
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Publication date:2019-12-01
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Size:922563 byte
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ISBN:
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DOI:
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Type of media:Conference paper
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Type of material:Electronic Resource
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Language:English
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Source:
Table of contents conference proceedings
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1
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Regularization Learning for Image RecognitionLan, Xinjie / Barner, Kenneth et al. | 2019
- 1
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[Title page i]| 2019
- 3
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[Title page iii]| 2019
- 4
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[Copyright notice]| 2019
- 5
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Table of Contents| 2019
- 8
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GRAM: Gradient Rescaling Attention Model for Data Uncertainty Estimation in Single Image Super ResolutionChung, Ki-Seok / Lee, Changwoo et al. | 2019
- 14
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Through-Wall Pose Imaging in Real-Time with a Many-to-Many Encoder/Decoder ParadigmMeng, Kevin / Meng, Yu et al. | 2019
- 22
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Domain Mixture: An Overlooked Scenario in Domain AdaptationSchrom, Sebastian / Hasler, Stephan et al. | 2019
- 28
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Particle Detector Simulation using Generative Adversarial Networks with Domain Related ConstraintsKhattak, Gul Rukh / Vallecorsa, Sofia / Carminati, Federico / Khan, Gul Muhammad et al. | 2019
- 34
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PI-LSTM: Physics-Infused Long Short-Term Memory NetworkSingh, Shubhendu Kumar / Yang, Ruoyu / Behjat, Amir / Rai, Rahul / Chowdhury, Souma / Matei, Ion et al. | 2019
- 38
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Preface| 2019
- 40
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Program Committee and Reviewers| 2019
- 42
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Enhancing Decision Tree Based Interpretation of Deep Neural Networks through L1-Orthogonal RegularizationSchaaf, Nina / Huber, Marco / Maucher, Johannes et al. | 2019
- 45
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Special Sessions: List of Program Committee / Paper Reviewers| 2019
- 50
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Leveraging Semi-Supervised Learning for Fairness using Neural NetworksNoroozi, Vahid / Bahaadini, Sara / Sheikhi, Samira / Mojab, Nooshin / Yu, Philip S. et al. | 2019
- 52
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Keynotes| 2019
- 55
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Tutorials| 2019
- 56
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Efficient Evolutionary Architecture Search for CNN Optimization on GTSRBJohner, Fabio Marco / Wassner, Juergen et al. | 2019
- 62
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Temporal Modeling of Deterioration Patterns and Clustering for Disease Prediction of ALS PatientsHalbersberg, Dan / Lerner, Boaz et al. | 2019
- 69
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A Deep Structural Model for Analyzing Correlated Multivariate Time SeriesHu, Changwei / Hu, Yifan / Seo, Sungyong et al. | 2019
- 75
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Recurrent Dilated DenseNets for a Time-Series Segmentation TaskFuchs, Alexander / Priewald, Robin / Pernkopf, Franz et al. | 2019
- 81
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State Summarization of Video Streams for Spatiotemporal Query Matching in Complex Event ProcessingYadav, Piyush / Das, Dibya Prakash / Curry, Edward et al. | 2019
- 89
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RF Transmitter Fingerprinting Exploiting Spatio-Temporal Properties in Raw Signal DataRoy, Debashri / Mukherjee, Tathagata / Chatterjee, Mainak / Pasiliao, Eduardo et al. | 2019
- 97
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Brown Planthopper Damage Detection using Remote Sensing and Machine LearningLakmal, Dimuthu / Kugathasan, Kumaran / Nanayakkara, Vishaka / Jayasena, Suranga / Perera, Amal Shehan / Fernando, Lasantha et al. | 2019
- 105
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Generative Feature Models and Robustness Analysis for Multimedia Content ClassificationBharitkar, Sunil et al. | 2019
- 111
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Bimodal Emotion Recognition Based on Audio and Facial Parts Using Deep Convolutional Neural NetworksCornejo, Jadisha / Pedrini, Helio et al. | 2019
- 118
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Predicting Futures Market Movement using Deep Neural NetworksSun, Tong / Wang, Jia / Ni, Jing / Cao, Yu / Liu, Benyuan et al. | 2019
- 126
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DeepTrax: Embedding Graphs of Financial TransactionsKhazane, Anish / Rider, Jonathan / Serpe, Max / Gogoglou, Antonia / Hines, Keegan / Bruss, C. Bayan / Serpe, Richard et al. | 2019
- 134
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An Industry Case of Large-Scale Demand Forecasting of Hierarchical ComponentsRivera-Castro, Rodrigo / Nazarov, Ivan / Xiang, Yuke / Maksimov, Ivan / Pletnev, Aleksandr / Burnaev, Evgeny et al. | 2019
- 140
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Risk-Based Dynamic Pricing via Failure PredictionZhang, Chi / Gupta, Chetan / Joichi, Seiji / Farahat, Ahmed / Shao, Huijuan et al. | 2019
- 148
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Learning to Propose Amendments: Identifying Patterns in the Right to Information Query LogKotoky, Nayantara / Saradhi, Vijaya et al. | 2019
- 155
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Unsupervised Topic Model Based Text Network Construction for Learning Word EmbeddingsChung, Sun Sunnie / D'Arcy, Michael et al. | 2019
- 162
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Entity Set Expansion for Detecting Fashion TrendsSarkar, Sagnik / Parmar, Maulik / Sandhu, Sumeet et al. | 2019
- 168
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Collaborative Attentive Autoencoder for Scientific Article RecommendationAlfarhood, Meshal / Cheng, Jianlin et al. | 2019
- 175
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Radar-Based Human Target Detection using Deep Residual U-Net for Smart Home ApplicationsStephan, Michael / Santra, Avik et al. | 2019
- 183
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Spatio-Temporal FAST 3D Convolutions for Human Action RecognitionStergiou, Alexandros / Poppe, Ronald et al. | 2019
- 191
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Fall Detection in Video Sequences Based on a Three-Stream Convolutional Neural NetworkLeite, Guilherme / Silva, Gabriel / Pedrini, Helio et al. | 2019
- 196
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Moving Cast Shadow Detection in Video Based on New Chromatic Criteria and Statistical ModelingShi, Hang / Liu, Chengjun et al. | 2019
- 202
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Towards Real-Time Detection and Mitigation of Driver Frustration using SVMZepf, Sebastian / Stracke, Tobias / Schmitt, Alexander / van de Camp, Florian / Beyerer, Juergen et al. | 2019
- 210
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Pattern-RL: Multi-robot Cooperative Pattern Formation via Deep Reinforcement LearningWang, Jia / Cao, Jiannong / Stojmenovic, Milos / Zhao, Miao / Chen, Jinlin / Jiang, Shan et al. | 2019
- 216
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Interpretable Approximation of a Deep Reinforcement Learning Agent as a Set of If-Then RulesNageshrao, Subramanya / Costa, Bruno / Filev, Dimitar et al. | 2019
- 222
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A Hierarchical Model for StarCraft II Mini-GameLiu, Tianlin / Wu, Xihong / Luo, Dingsheng et al. | 2019
- 228
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Evaluating the Performance of the Deep Active Imitation Learning Algorithm in the Dynamic Environment of FIFA Player AgentsPrado Prandini Faria, Matheus / Maria Silva Julia, Rita / Bononi Paiva Tomaz, Lidia et al. | 2019
- 234
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Shapley Value Approximation with Divisive ClusteringCorder, Kevin / Decker, Keith et al. | 2019
- 240
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Supervised Machine Learning Approach for Effective Supplier ClassificationHarikrishnakumar, Ramkumar / Dand, Alok / Nannapaneni, Saideep / Krishnan, Krishna et al. | 2019
- 246
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Classifying, Detecting, and Predicting Infestation Patterns of the Brown Planthopper in Rice PaddiesHarris, Christopher / Trisyono, Y. Andi et al. | 2019
- 252
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Reordering Genomic Sequences for Enhanced Classification via Compression AnalyticsTing, Christina / Gooding, Renee / Field, Richard / Caswell, Jacob et al. | 2019
- 259
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Educational Data Mining: Analysis of Drop out of Engineering Majors at the UnB - Brazilda Fonseca Silveira, Rodrigo / Holanda, Maristela / de Carvalho Victorino, Marcio / Ladeira, Marcelo et al. | 2019
- 263
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Using Text Mining to Categorize the Purpose of Public Spending for the Benefit of Transparency and AccountabilityBarros de Jesus, Mauricio / Luiz da Silva, Gladston / Ladeira, Marcelo / Van Erven, Gustavo C. G. et al. | 2019
- 268
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Leveraging Elastic Demand for ForecastingDeng, Houtao / Krishnan, Ganesh / Chen, Ji / Liang, Dong et al. | 2019
- 272
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Locally Convex Kernel Mixtures: Bayesian Subspace LearningThai, Duy Hoang / Wu, Hau-Tieng / Dunson, David B. et al. | 2019
- 276
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Rare Geometries: Revealing Rare Categories via Dimension-Driven StatisticsKvinge, Henry / Farnell, Elin / Li, Jingya / Chen, Yujia et al. | 2019
- 282
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Client-Side Monitoring of HTTP Clusters Using Machine Learning TechniquesFilipe, Ricardo / Araujo, Filipe et al. | 2019
- 287
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Learning Mobile Application Usage - A Deep Learning ApproachShen, Jingyi / Shafiq, M. Omair et al. | 2019
- 293
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Machine Learning to Predict Developmental Neurotoxicity with High-Throughput Data from 2D Bio-Engineered TissuesKuusisto, Finn / Santos Costa, Vitor / Hou, Zhonggang / Thomson, James / Page, David / Stewart, Ron et al. | 2019
- 299
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Stochastic Coordinate Descent for 01 Loss and Its Sensitivity to Adversarial AttacksXie, Meiyan / Xue, Yunzhe / Roshan, Usman et al. | 2019
- 305
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Modelling, Learning and Prediction of Complex Radar Emitter BehaviourApfeld, Sabine / Charlish, Alexander / Ascheid, Gerd et al. | 2019
- 311
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IsoClustering: A Generalized Framework for Local Data ClusteringHaley, David / Kamalinejad, Ehsan / Zhong, Jiaofei et al. | 2019
- 315
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Using Bidirectional Long Short Term Memory with Attention Layer to Estimate Driver BehaviorMonjezi Kouchak, Shokoufeh / Gaffar, Ashraf et al. | 2019
- 321
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A Boosted Tree Machine Learning Alternative to Predictive Evaluation of Nondestructive Concrete Compressive StrengthLasisi, Ahmed / Sadiq, Mufutau Obanishola / Balogun, Ibrahim / Tunde-Lawal, Abdulfatai / Attoh-Okine, Nii et al. | 2019
- 325
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Style-Aware Neural Model with Application in Authorship AttributionJafariakinabad, Fereshteh / Hua, Kien A. et al. | 2019
- 329
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Lean Training Data Generation for Planar Object Detection Models in Unsteady Logistics ContextsDorr, Laura / Brandt, Felix / Meyer, Anne / Pouls, Martin et al. | 2019
- 335
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Unsupervised Learning on the Health and Retirement Study using Geometric Data AnalysisSanchez-Arias, Reinaldo / Batista, Roberto Williams et al. | 2019
- 341
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A Machine Learning Approach to Maximizing Broadband Capacity via Dynamic DOCSIS 3.1 Profile ManagementGaydashenko, Anastasia / Ramakrishnan, Sangeeta et al. | 2019
- 346
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Encoding in Neural NetworksBharitkar, Sunil et al. | 2019
- 352
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AudioForesight: A Process Model for Audio Predictive Maintenance in Industrial EnvironmentsHenze, Dominic / Gorishti, Klaidi / Bruegge, Bernd / Simen, Jan-Philipp et al. | 2019
- 358
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Cyclic Boosting - An Explainable Supervised Machine Learning AlgorithmWick, Felix / Kerzel, Ulrich / Feindt, Michael et al. | 2019
- 364
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Understanding Cohesion in Writings and Speech of Schizophrenia PatientsAlQahtani, Amal / Kayi, Efsun / Diab, Mona et al. | 2019
- 370
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Low-Power Classification using FPGA—An Approach based on Cellular Automata, Neural Networks, and Hyperdimensional ComputingKarvonen, Niklas / Nilsson, Joakim / Kleyko, Denis / Jimenez, Lara Lorna et al. | 2019
- 376
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Classification and Feature Extraction for User Identification for Smart Home Networks Based on Apps Access HistoryAshibani, Yosef / Mahmoud, Qusay et al. | 2019
- 381
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Facility Locations Utility for Uncovering Classifier OverconfidenceMaurer, Karsten / Bennette, Walter et al. | 2019
- 387
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The Machine Learning Models for Activity Recognition Applications with Wearable SensorsKhokhlov, Igor / Reznik, Leon / Bhaskar, Rohit et al. | 2019
- 392
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Online Causal Structure Learning in the Presence of Latent VariablesKocacoban, Durdane / Cussens, James et al. | 2019
- 396
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An Analysis of Univariate and Multivariate Electrocardiography Signal ClassificationElsayed, Nelly / Maida, Anthony S. / Bayoumi, Magdy et al. | 2019
- 400
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Pelee-Text: A Tiny Convolutional Neural Network for Multi-oriented Scene Text DetectionCordova, Manuel A. / Decker, Luis G. L. / Flores-Campana, Jose L. / dos Santos, Andreza A. / Conceicao, Jhonatas S. et al. | 2019
- 406
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RNN-Based Classifier to Detect Stealthy Malware using Localized Features and Complex Symbolic SequenceShukla, Sanket / Kolhe, Gaurav / PD, Sai Manoj / Rafatirad, Setareh et al. | 2019
- 410
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Computer-Aided Diagnosis using Class-Weighted Deep Neural NetworkSarkar, Pritam / Davoodnia, Vandad / Etemad, Ali et al. | 2019
- 414
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Physics-Guided Neural Network with Model Discrepancy Based on Upper Troposphere Wind PredictionFukui, Ken-ichi / Tanaka, Junya / Tomita, Tomohiko / Numao, Masayuki et al. | 2019
- 420
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Evaluating the Transferability and Adversarial Discrimination of Convolutional Neural Networks for Threat Object Detection and Classification within X-Ray Security ImageryGaus, Yona Falinie A. / Bhowmik, Neelanjan / Akcay, Samet / Breckon, Toby et al. | 2019
- 426
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When to Pull Starting Pitchers in Major League Baseball? A Data Mining ApproachWoodham, Michael / Hawkins, Jason / Singh, Ankita / Chakraborty, Shayok et al. | 2019
- 432
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Discovering Programmer Intention Behind Written Source CodeSznaier Camps, Gadiel / Bohm Agostini, Nicolas / Kaeli, David et al. | 2019
- 438
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Word Embedding by Combining Resources and Integrating TechniquesQazanfari, Kazem / Youssef, Abdou et al. | 2019
- 444
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A Comparative Analysis of Unsupervised Learning Techniques for Anomaly Detection in Railway Systemsda Silva Ferreira, Macilio / Vismari, Lucio F / Cugnasca, Paulo S. / R. de Almeida, Jorge / Camargo, Joao B. / Kallemback, Guilherme et al. | 2019
- 450
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Context-Aware Autonomous Driving Using Meta-Reinforcement LearningJaafra, Yesmina / Deruyver, Aline / Laurent, Jean Luc / Naceur, Mohamed Saber et al. | 2019
- 456
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Predicting Louisiana Public High School Dropout through Imbalanced Learning TechniquesOrooji, Marmar / Chen, Jianhua et al. | 2019
- 462
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LoGANv2: Conditional Style-Based Logo Generation with Generative Adversarial NetworksOeldorf, Cedric / Spanakis, Gerasimos et al. | 2019
- 469
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Explainable Density-Based Approach for Self-Driving Actions ClassificationSoares, Eduardo / Angelov, Plamen / Filev, Dimitar / Costa, Bruno / Castro, Marcos / Nageshrao, Subramanya et al. | 2019
- 475
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Identifying Laguerre-Gaussian Modes using Convolutional Neural NetworkSharifi, Safura / Brown, Sofia / Novikova, Irina / Mikhailov, Eugeniy / Veronis, Georgios / Dowling, Jonathan / Banadaki, Yaser / Siddiqui, Elisha / Cuzzo, Savannah / Bhusal, Narayan et al. | 2019
- 479
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Denoising Internet Delay Measurements using Weak SupervisionMuthukumar, Anirudh / Durairajan, Ramakrishnan et al. | 2019
- 485
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Scalable Data Parallel Approaches to Anomaly Detection in Climate Data using Gaussian ProcessesGadiraju, Krishna Karthik / Ramachandra, Bharathkumar / Shashidharan, Ashwin / Dutton, Benjamin / Vatsavai, Ranga Raju et al. | 2019
- 489
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Advanced Decision Making and Interpretability through Neural ShrubsCaudle, Kyle / Hoover, Randy C. / Alphonsus, Aaron / Shradha, Shashwati et al. | 2019
- 495
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Region Based Anomaly Detection with Real-Time Training and AnalysisAdey, Philip / Hamilton, Oliver / Bordewich, Magnus / Breckon, Toby et al. | 2019
- 500
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Extracting Cryptocurrency Price Movements from the Reddit Network SentimentWooley, Stephen / Edmonds, Andrew / Bagavathi, Arunkumar / Krishnan, Siddharth et al. | 2019
- 506
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Frosting Weights for Better Continual TrainingZhu, Xiaofeng / Liu, Feng / Trajcevski, Goce / Wang, Dingding et al. | 2019
- 511
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Mood Classification with Lyrics and ConvNetsAkella, Revanth / Moh, Teng-Sheng et al. | 2019
- 515
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Feature Changes in Source Code for Commit Classification Into Maintenance ActivitiesMariano, Richard V. R. / dos Santos, Geanderson E. / V. de Almeida, Markos / Brandao, Wladmir C. et al. | 2019
- 519
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An Application of Autonomous Learning Multimodel System for Localization in Industrial Warehouse Storage RackHuang, Sheng / Shi, Zheng Hua et al. | 2019
- 523
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Root Cause Detection Among Anomalous Time Series Using Temporal State AlignmentChakraborty, Sayan / Shah, Smit / Soltani, Kiumars / Swigart, Anna et al. | 2019
- 529
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Asynchronous Multitask Reinforcement Learning with Dropout for Continuous ControlJiao, Zilong / Oh, Jae et al. | 2019
- 535
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End-to-End Reinforcement Learning for Multi-agent Continuous ControlJiao, Zilong / Oh, Jae et al. | 2019
- 541
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Maximizing Customer Lifetime Value using Stacked Neural Networks: An Insurance Industry ApplicationDesirena, Gaddiel / Diaz, Armando / Desirena, Jalil / Moreno, Ismael / Garcia, Daniel et al. | 2019
- 545
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Face Recognition Using Segmentation TechnologyGao, Fei / Liu, Jiangjiang et al. | 2019
- 549
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Assessing Wireless Data Services with Machine Learning and GeostatisticsMijangos, Jose / Bruns, Glenn et al. | 2019
- 555
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Hateful Speech Detection in Public Facebook Pages for the Bengali LanguageIshmam, Alvi Md / Sharmin, Sadia et al. | 2019
- 561
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A Comparative Analysis of Traditional and Deep Learning-Based Anomaly Detection Methods for Streaming DataMunir, Mohsin / Chattha, Muhammad Ali / Dengel, Andreas / Ahmed, Sheraz et al. | 2019
- 567
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Active Learning for Feasible Region DiscoveryKnudde, Nicolas / Couckuyt, Ivo / Shintani, Kohei / Dhaene, Tom et al. | 2019
- 573
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Independent Component Analysis Based on Mutual Dependence MeasuresJin, Ze / Matteson, David S. / Zhang, Tianrong et al. | 2019
- 581
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Domain-Invariant Regression Under Beer-Lambert's LawNikzad-Langerodi, Ramin / Zellinger, Werner / Saminger-Platz, Susanne / Moser, Bernhard et al. | 2019
- 587
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Multiple Learning for Regression in Big DataLiu, Xiang / Tang, Ziyang / Huang, Huyunting / Zhang, Tonglin / Yang, Baijian et al. | 2019
- 595
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Kernel Selection for Modal Linear Regression: Optimal Kernel and IRLS AlgorithmYamasaki, Ryoya / Tanaka, Toshiyuki et al. | 2019
- 602
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Deep Neuronal Based Classifiers for Wireless Multi-hop Network Mobility ModelsGutierrez, Daniel / Toral, Sergio et al. | 2019
- 608
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Deep Learning Approach to Trademark International Class IdentificationShowkatramani, Girish / Khatri, Nidhi / Landicho, Arlene / Layog, Darwin et al. | 2019
- 613
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LSTM Based Bearing Fault Diagnosis of Electrical Machines using Motor Current SignalSabir, Russell / Rosato, Daniele / Hartmann, Sven / Guehmann, Clemens et al. | 2019
- 619
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A Long-Short Term Memory Network for Detecting CRISPR ArraysDeshmukh, Shantanu / Heller, Philip / Khuri, Natalia et al. | 2019
- 625
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An Edge Computing Visual System for Vegetable CategorizationLiu, Chang / Wang, Xizhe / Ni, Jing / Cao, Yu / Liu, Benyuan et al. | 2019
- 633
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Deep Learning-Based Object Detection for Digital Inspection in the Mining IndustryD'Angelo, Thiago / Mendes, Marina / Keller, Breno / Ferreira, Rafael / Delabrida, Saul / Rabelo, Ricardo / Azpurua, Hector / Bianchi, Andrea et al. | 2019
- 641
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On the Performance of Extended Real-Time Object Detection and Attribute Estimation within Urban Scene UnderstandingIsmail, Khalid / Breckon, Toby et al. | 2019
- 647
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MobileNet-Tiny: A Deep Neural Network-Based Real-Time Object Detection for Rasberry PiSanjay, Nithesh Singh / Ahmadinia, Ali et al. | 2019
- 653
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Experimental Exploration of Compact Convolutional Neural Network Architectures for Non-Temporal Real-Time Fire DetectionC.A., Ganesh Samarth / Bhowmik, Neelanjan / Breckon, Toby P. et al. | 2019
- 659
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Text Similarity in Vector Space Models: A Comparative StudyShahmirzadi, Omid / Lugowski, Adam / Younge, Kenneth et al. | 2019
- 667
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Suggestion Mining from Online Reviews usingRandom Multimodel Deep LearningLiu, Feng / Wang, Liangji / Zhu, Xiaofeng / Wang, Dingding et al. | 2019
- 673
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Mining Strengths and Weaknesses of Cricket Players Using Short Text CommentaryBehera, Swarup Ranjan / Agrawal, Parag / Awekar, Amit / Vedula, Vijaya Saradhi et al. | 2019
- 680
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Does Semantic Search Performs Better than Lexical Search in the Task of Assisting Legal Opinion Writing?de Souza Costa Pedroso, Daniel / Ladeira, Marcelo / de Paulo Faleiros, Thiago et al. | 2019
- 686
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Feedback Learning for Improving the Robustness of Neural NetworksSong, Chang / Wang, Zuoguan / Li, Hai et al. | 2019
- 694
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Disentangling and Learning Robust Representations with Natural ClusteringAntoran, Javier / Miguel, Antonio et al. | 2019
- 700
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Forcing Interpretability for Deep Neural Networks through Rule-Based RegularizationBurkart, Nadia / Huber, Marco / Faller, Phillip et al. | 2019
- 706
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Low-Bit Quantization and Quantization-Aware Training for Small-Footprint Keyword SpottingMishchenko, Yuriy / Goren, Yusuf / Sun, Ming / Beauchene, Chris / Matsoukas, Spyros / Rybakov, Oleg / Vitaladevuni, Shiv Naga Prasad et al. | 2019
- 712
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Large-Scale Gender/Age Prediction of Tumblr UsersZhang, Yao / Hu, Changwei / Hu, Yifan / Kasturi, Tejaswi / Ramasamy, Shanmugam / Gillingham, Matt / Yamamoto, Keith et al. | 2019
- 718
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Legislative Vote Prediction using Campaign Donations and Fuzzy Hierarchical CommunitiesWahl, Scott / Sheppard, John / Shanahan, Elizabeth et al. | 2019
- 726
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Evaluation of Event Impact on Key Performance IndicatorsWang, Qiyao / Farahat, Ahmed / Ristovski, Kosta / Gupta, Chetan / Zheng, Shuai et al. | 2019
- 734
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Complete Rare Event Specification using Stochastic Treatment: CRESSTBanerjee, Debanjana / Menon, Ritish et al. | 2019
- 740
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Machine Learning Models to Identify the Risk of Modern Slavery in Brazilian Citiesda Silva Santos, Marlu / Ladeira, Marcelo / Van Erven, Gustavo C. G. / Luiz da Silva, Gladston et al. | 2019
- 747
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An Empirical Comparison of Classification Algorithms for Imbalanced Credit Scoring DatasetsSoares de Melo Junior, Leopoldo / Nardini, Franco Maria / Renso, Chiara / Fernandes de Macedo, Jose Antonio et al. | 2019
- 755
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Deep Learning and Thresholding with Class-Imbalanced Big DataJohnson, Justin M. / Khoshgoftaar, Taghi M et al. | 2019
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Learning Curve Estimation with Large Imbalanced DatasetsRichter, Aaron N / Khoshgoftaar, Taghi M et al. | 2019
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PPD: Permutation Phase Defense Against Adversarial Examples in Deep LearningJafarnia-Jahromi, Mehdi / Chowdhury, Tasmin / Wu, Hsin-Tai / Mukherjee, Sayandev et al. | 2019
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Multi-adversarial Variational Autoencoder NetworksImran, Abdullah-Al-Zubaer / Terzopoulos, Demetri et al. | 2019
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Gradient Boosted Trees with ExtrapolationMalistov, Alexey / Trushin, Arseniy et al. | 2019
- 790
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Joint Regularization on Activations and Weights for Efficient Neural Network PruningYang, Qing / Wen, Wei / Wang, Zuoguan / Li, Hai et al. | 2019
- 804
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Language-Agnostic Syllabification with Neural Sequence LabelingKrantz, Jacob / Dulin, Maxwell / De Palma, Paul et al. | 2019
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Investigating Input and Output Units in Diacritic RestorationAlqahtani, Sawsan / Diab, Mona et al. | 2019
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Ensemble Bayesian Decision Making with Redundant Deep Perceptual Control PoliciesLee, Keuntaek / Wang, Ziyi / Vlahov, Bogdan / Brar, Harleen / Theodorou, Evangelos A. et al. | 2019
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Automatic CNN Compression System for Autonomous DrivingMurata, Daichi / Motoya, Toru / Ito, Hiroaki et al. | 2019
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Discretionary Lane Change Decision Making using Reinforcement Learning with Model-Based ExplorationZhang, Songan / Peng, Huei / Nageshrao, Subramanya / Tseng, Eric et al. | 2019
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Colorectal Polyp Segmentation by U-Net with Dilation ConvolutionSun, Xinzi / Zhang, Pengfei / Wang, Dechun / Cao, Yu / Liu, Benyuan et al. | 2019
- 859
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Predicting Music Popularity Using Music ChartsSoares Araujo, Carlos Vicente / Pinheiro de Cristo, Marco Antonio / Giusti, Rafael et al. | 2019
- 865
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Classifying Humpback Whale Calls to Song and Non-Song Vocalizations using Bag of Words Descriptor on Acoustic DataMohebbi-Kalkhoran, Hamed / Zhu, Chenyang / Schinault, Matthew / Ratilal, Purnima et al. | 2019
- 871
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Acoustic Scene Classification Using Deep Mixtures of Pre-trained Convolutional Neural NetworksNguyen, Truc / Fuchs, Alexander / Pernkopf, Franz et al. | 2019
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Predictive and Prescriptive Analytics for Performance Optimization: Framework and a Case Study on a Large-Scale Enterprise SystemJohn, Indu / Karumanchi, Ravikumar / Bhatnagar, Shalabh et al. | 2019
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Hydropower Optimization Using Split-Window, Meta-Heuristic and Genetic AlgorithmsSharma, Jivitesh / Matheussen, Bernt-Vigo / Glimsdal, Sondre / Granmo, Ole-Christoffer et al. | 2019
- 889
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T-REC: Towards Accurate Bug Triage for Technical GroupsDe Lara Pahins, Cicero Augusto / D'Morison, Fabricio / Rocha, Thiago M. / Almeida, Larissa M. / Batista, Arthur F. / Souza, Diego F. et al. | 2019
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FlexAdapt: Flexible Cycle-Consistent Adversarial Domain AdaptationMathur, Akhil / Isopoussu, Anton / Kawsar, Fahim / Berthouze, Nadia B. / Lane, Nicholas D. et al. | 2019
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Distill-to-Label: Weakly Supervised Instance Labeling Using Knowledge DistillationThiagarajan, Jayaraman J. / Kashyap, Satyananda / Karargyris, Alexandros et al. | 2019
- 908
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Adapting Standard External Clustering Metrics for Repetitive, Noisy ObservationsSmith, Rob / Rosen, Jebediah / Ventura, Dan et al. | 2019
- 915
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Online EM Monitoring of 802.11n Networks using Self Adaptive Kernel MachineVillain, Jonathan / Fleury, Anthony / Deniau, Virginie / Gransart, Christophe / Simon, Eric et al. | 2019
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Dimensionality Reduction for Low-Latency High-Throughput Fraud Detection on DatastreamsAxenie, Cristian / Tudoran, Radu / Bortoli, Stefano / Al Hajj Hassan, Mohamad / Salort Sanchez, Carlos / Brasche, Goetz et al. | 2019
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Ranking Clusters of Postal Codes to Improve Recruitment in the Canadian Armed ForcesUeno, Ryuichi / Bryce, Robert M. / Calitoiu, Dragos et al. | 2019
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Bayesian Topological Learning for Brain State ClassificationNasrin, Farzana / Oballe, Christopher / Boothe, David / Maroulas, Vasileios et al. | 2019
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An Unsupervised Framework for Anomaly Detection in a Water Treatment SystemMacas, Mayra / Wu, Chunming et al. | 2019
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Deep Learning Versus Conventional Learning in Data Streams with Concept DriftsRyan, Sid / Corizzo, Roberto / Kiringa, Iluju / Japkowicz, Nathalie et al. | 2019
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Machine Learning in Anomaly Detection: Example of Colluded Applications Attack in Android DevicesKhokhlov, Igor / Perez, Michael / Reznik, Leon et al. | 2019
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Optimizing Deep Neural Network Architecture with Enhanced Genetic AlgorithmShrestha, Ajay / Mahmood, Ausif et al. | 2019
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A Fast and Light Weight Deep Convolution Neural Network Model for Cancer Disease Identification in Human Lung(s)Sanagala, Siva Skandha / Gupta, Suneet Kr. / Koppula, Vijaya Kumar / Agarwal, Mohit et al. | 2019
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Deep Learning for Flood Forecasting and Monitoring in Urban EnvironmentsKaryotis, Charalampos / Maniak, Tomasz / Doctor, Faiyaz / Iqbal, Rahat / Palade, Vasile / Tang, Raymond et al. | 2019
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Design of a Cost-Effective Deep Convolutional Neural Network–Based Scheme for Diagnosing Faults in Smart GridsHassani, Hossein / Farajzadeh-Zanjani, Maryam / Razavi-Far, Roozbeh / Saif, Mehrdad / Palade, Vasile et al. | 2019
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Using Machine Learning to Improve Surgical OutcomesBonthu, Sindhura / Rodrigues Armijo, Priscila / Tanner, Tiffany / Zhu, Qiuming et al. | 2019
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Improving Machine Learning Based Detection of Freezing of Gait Using Data Synthesis MethodsNaghavi, Nader / Borhani, Soheil / Wade, Eric et al. | 2019
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Machine Learning of the Ultrasound Signal Travel Path Effect in Estimating the Residual Life of the US Army VehiclesValisetty, Ramakrishna et al. | 2019
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- 1944
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Gender Estimation from a Hybrid of Face, Upper and Full Body Images at Varying Body PosesIloanusi, Ogechukwu / Mbah, Charles et al. | 2019
- 1950
-
Looking for the Best Fit of a Function over Circadian Rhythm DataFallas-Moya, Fabian / Gonzalez-Hernandez, Manfred / Barboza-Barquero, Luis / Obando, Kenneth / Valerio, Ovidio / Holst, Andrea / Arias, Ronald et al. | 2019
- 1956
-
Partially Detected Intelligent Traffic Signal Control: Environmental AdaptationZhang, Rusheng / Leteurtre, Romain / Striner, Benjamin / Alanazi, Ammar / Alghafis, Abdullah / Tonguz, Ozan K. et al. | 2019
- 1961
-
Exploring the Landscape of Employers for Individuals with Autism Spectrum DisorderHyde, Kayleigh / Griffiths, Amy-Jane / Giannantonio, Cristina / Hurley-Hanson, Amy / Mathur, Sneha / Linstead, Erik et al. | 2019
- 1968
-
Generating Near and Far Analogies for Educational Applications: Progress and ChallengesBoger, Mark / Laverghetta, Antonio / Fetisov, Nikolai / Licato, John et al. | 2019
- 1976
-
Investigation of Factors Affecting Ownership the Household Informatics Equipment with CHAID AlgorithmCoskun, Mahmut / Bulbul, Halil Ibrahim et al. | 2019
- 1982
-
Graph-Based Analysis of Similarities between Word Frequency Distributions of Various Corpora for Complex Word IdentificationEhara, Yo et al. | 2019
- 1987
-
Mass Estimation from Images using Deep Neural Network and Sparse Ground TruthHamdan, Muhammad / Rover, Diane / Darr, Matthew / Just, John et al. | 2019
- 1993
-
Anyone here? Smart Embedded Low-Resolution Omnidirectional Video Sensor to Measure Room OccupancyCallemein, Timothy / Van Beeck, Kristof / Goedeme, Toon et al. | 2019
- 2001
-
Coarse Annotation Refinement for Segmentation of Dot-Matrix BatchcodesJia, Ning / Holder, Christopher / Bonner, Stephen / Obara, Boguslaw et al. | 2019
- 2008
-
Evaluation of Deep Learning for Semantic Image Segmentation in Tool Condition MonitoringLutz, Benjamin / Kisskalt, Dominik / Regulin, Daniel / Reisch, Raven / Schiffler, Andreas / Franke, Jorg et al. | 2019
- 2014
-
Infrared and Visible Image Fusion via Multi-discriminators Wasserstein Generative Adversarial NetworkLi, Jing / Huo, Hongtao / Liu, Kejian / Li, Chang / Li, Shuo / Yang, Xin et al. | 2019
- 2020
-
Deep Diamond Re-IDDe Feyter, Floris / Hulens, Dries / Claes, Bram / Goedeme, Toon et al. | 2019
- 2026
-
Fusing Visual and Textual Information to Determine Content SafetyLeonardo, Rodrigo / Hu, Amber / Uzair, Mohammad / Lu, Qiujing / Fu, Iris / Nishiyama, Keishin / Mangalath Subrahmannian, Sooraj / Ravichandran, Divyaa et al. | 2019
- 2033
-
Author Index| 2019