| Paper ID | Paper Title | Author Names |
|---|---|---|
| 103 | Seismic Attribute Assisted Interpretation Confidence Classification Using Machine Learning | Wolfgang Weinzierl, Schlumberger |
| 114 | Thyme: Improving Smartphone Prompt Timing through Activity Awareness | Samaneh Aminikhanghahi, Ramin Fallahzadeh, Matthew Sawyer, Diane Cook |
| 118 | Deep Learning Based Car Damage Classification | Kalpesh Patil, Mandar Kulkarni, Anand Sriraman, Shirish Karande |
| 130 | Realistic Traffic Generation for Web Robots | Kyle Brown, Derek Doran |
| 133 | Comparing Transfer Learning and Traditional Learning Under Domain Class Imbalance | Karl Weiss, Taghi Khoshgoftaar |
| 135 | Anomaly Prediction Based on k-means Clustering for Memory-constrained Embedded Devices | Yuto Kitagawa, Tasuku Ishigoka, Takuya Azumi |
| 140 | Recognition of Sound using Masked Conditional Neural Networks | Fady Medhat, David Chesmore, John Robinson |
| 145 | Over-dispersion for Network Data Clustering | Lu Wang, Dongxiao Zhu, Yan Li, Ming Dong |
| 149 | On the Impacts of Noise from Group-Based Label Collection for Visual Classification | Maggie Wigness, Steven Gutstein |
| 150 | EyeQual: Accurate, Explainable, Retinal Image Quality Assessment | Pedro Vendas da Costa, Christos Faloutsos |
| 153 | Cognitive Computing to Optimize IT Services | Abbas Ali |
| 165 | Wearable Motion Sensor Based Analysis of Swing Sports | Akash Anand, Manish Sharma, Rupika Srivastava, Divya Prakash, Lakshmi Kaligounder |
| 170 | UoI-NMF_cluster: A Robust Nonnegative Matrix Factorization Algorithm for Improved Parts-Based Decomposition and Reconstruction of Noisy Data | Shashanka Ubaru, Kesheng Wu, Kristofer Bouchard |
| 173 | An empirical study of cross-lingual transfer learning techniques for small-footprint keyword spotting | Ming Sun |
| 175 | RobustSPAM for inference from noisy longitudinal data and preservation of privacy | Anna Palczewska, Jan Palczewski, Georgios Aivaliotis |
| 178 | A Machine Learning Approach to Detecting Sensor Data Modification Intrusions in WBANs | Alexander Verner, Dany Butvinik |
| 183 | Clustering Distributed Short Time Series with Dense Patterns | Josenildo da Silva, Gustavo H. B. S. Oliveira, Stefano Lodi, Matthias Klusch |
| 184 | Parametric Exponential Linear Unit for Deep Convolutional Neural Networks | Ludovic Trottier, Philippe Giguere, Brahim Chaib-draa |
| 185 | Deep Learning of Cell Classification using Microscope Images of Intracellular Microtubule Networks | Aleksei Shpilman |
| 195 | Understading Image Restoration Convolutional Neural Networks with Network Inversion | Églen Protas, José Bratti, Joel Gaya, Paulo Drews Jr, Silvia Botelho |
| 198 | Multiple Kernel Representation Learning for WiFi-based Human Activity Recognition | Han Zou, Yuxun Zhou |
| 201 | Stochastic Primal-Dual Method on Riemannian Manifolds with Bounded Sectional Curvature | Masoud Badiei Khuzani, Na Li |
| 212 | Learning to Coordinate with Deep Reinforcement Learning in Doubles Pong Game | Elhadji DIALLO, Ayumi Sugiyama, Toshiharu Sugawara |
| 219 | A Hybrid Scheme for Fault Diagnosis with Partially Labeled Sets of Observations | Roozbeh Razavi-Far, Ehsan Hallaji, Mehrdad Saif, Luis Rueda |
| 227 | Automatic Algorithm Recognition of Source-Code using Machine Learning | Maged Shalaby, Tarek Mehrez, Amr El Mougy, Khalid Abdulnasser, Aysha Alsafty |
| 238 | Multi-label Classification With Weighted Labels Using Learning Classifier Systems | Shabnam Nazmi, Mohammad Razeghi-Jahromi, Abdollah Homaifar |
| 239 | Training Convolutional Networks on Truncated Text | Joseph Prusa |
| 246 | Learning Robust Video Synchronization without Annotations | Patrick Wieschollek, Hendrik Lensch |
| 252 | Incomplete Dot Products for Dynamic Computation Scaling in Neural Network Inference | Bradley McDanel |
| 257 | The Effect of Communication on Noncooperative Multiplayer Multi-Armed Bandit Problems | Noyan Evirgen, Alper Kose |
| 259 | NMF-based Label Space Factorization for Multi-label Classification | Mohammad Firouzi, Mahmood Karimian, Mahdieh Soleymani |
| 261 | DeepPositioning: Intelligent Fusion of Pervasive Magnetic Field and WiFi Fingerprinting for Smartphone Indoor Localization via Deep Learning | Wei Zhang, Weimin Lei, John Fodero, Shiv Shiv Rajora, Xiaolin Li |
| 264 | Anytime Exploitation of Stragglers in Synchronous Stochastic Gradient Descent | Nuwan Ferdinand, Benjamin Gharachorloo, Stark Draper |
| 267 | Google's Cloud Vision API Is Not Robust To Noise | Hossein Hosseini, Baicen Xiao, Radha Poovendran |
| 268 | DenseNet with pre-activated deconvolution for estimating depth map from single image | Saurav Sharma, Ram Padhy, Suman Choudhury, Nabarun Goswami, Pankaj Kumar Sa |
| 269 | Automatic Generation and Recommendation for API Mashups | Qinghan Xue,Lei Liu, Weipeng Chen |
| 270 | Automatic scoring of a nonword repetition test | Meysam Asgari |
| 282 | Stacking Methods for Hierarchical Classification | Felipe Nakano, Ricardo Cerri, Saulo Mastelini, Sylvio Barbon |
| 284 | Time-Sensitive Adaptation of Regularization Strength of Recurrent Neural Networks for Accurate Learning | Kangil Kim |
| 297 | Predictive Modelling Strategies to Understand Heterogeneous Manifestations of Asthma in Early Life | Rachel Cassidy, Danielle Belgrave, Daniel Stamate |
| 298 | Classification-based Adaptive Web Scraper | Ujwal B V S, Bharat Gaind, Abhishek Kundu, Kamalesh Sampath, Anusha Holla, Mukund Rungta |
| 311 | An Evolutionary Learning Approach to Self-Configuring Image Pipelines in the Context of Carbon Fiber Fault Detection | Andreas Margraf, Anthony Stein, Leonhard Engstler, Steffen Geinitz, Joerg Haehner |
| 313 | Fast MCMC Methods for Computing the Fisher Information Matrix of Deep Restricted Boltzmann Machines | Parinaz Farajiparvar, Matthew Nokleby |
| 316 | Deep Learning for Microalgae Classification | Iago Corrêa, Paulo Drews Jr, Márcio Silva de Souza, Virginia Tavano |
| 321 | Home Appliance Energy Disaggregation Using Low Frequency Data and Machine Learning Classifiers | Yan Gao, Alan Schay, Daqing Hou, Jorge Ortiz |
| 325 | Online Structure-Search for Sum-Product Networks | Aaron Dennis, Dan Ventura |
| 328 | Direct multiclass boosting using base classifiers' posterior probabilities estimates | Mathias Bourel, Badih Ghattas |
| 336 | Security of Machine Learning Algorithms in Biometric Authentication Systems | Koosha Sadeghi, Ayan Banerjee, Javad Sohankar, Sandeep Gupta |
| 341 | Machine Learning in Appearance-based Robot Self-localization | Evgeny Burnaev, Skoltech, Alexander Bernstein, Yury Yanovich, Alexander Kuleshov |
| 351 | Deep Transductive Non-negative Matrix Factorization for Speech Separation | Yalin Liu, Naiyang Guan, Jie Liu |
| 353 | Lecture video indexing using boosted margin maximizing neural networks | Di Ma, Xi Zhang, Xu Ouyang, Gady Agam |
| 360 | Determining Trolling in Text Comments | Luis Mojica, Vincent Ng |
| 361 | Learning Antecedent Structures | Jing Lu, Vincent Ng |
| 369 | On the Limitation of Convolutional Neural Networks in Recognizing Negative Images | Hossein Hosseini, Baicen Xiao, Mayoore Jaiswal, Radha Poovendran |
| 375 | Classification of Pollen Grain Images Based on an Ensemble of Classifiers | David Arias, Marcos Cirne, Josimar Saire, Helio Pedrini |
| 383 | Integrated Framework for Improving Large-scale Hierarchical Classification | Azad Naik, Huzefa Rangwala |
| 387 | A Birth-Death Modelling Framework for Inferring Disease Causality within the Context of Allergy Development | Danielle Belgrave, Konstantina Palla |
| Paper ID | Paper Title | Author Names |
|---|---|---|
| 104 | On Classifying Facial Races with Partial Occlusions and Pose Variations | Tarik Alafif, Zeyad Hailat, Melih Aslan, Xuewen Chen |
| 109 | Anomaly Detection in Earth Dam and Levee Passive Seismic Data using Multivariate Gaussian | Wendy Fisher, Wendy Fisher,Blake Jackson, Tracy Camp, Valeria Krzhizhanovskaya |
| 110 | Cost-Sensitive Machine Learning Classification for Mass Tuberculosis Screening | Ali Septiandri |
| 112 | Image analysis tool with Laws’ masks to bone texture | Norma Ramirez, Maria Citlalli Hernández Escareño, Juan Rodolfo Maestre Rendón |
| 115 | Multiple Kernel Learning Using Sparse Representation | Nick Klausner |
| 116 | Ant Colony Optimization with Stepwise Localization of the Discrete Search Space to Solve Function Optimization Problems | Ryouei Takahashi, Yukihiro Nakamura |
| 119 | Putting Self-Supervised Token Embedding on the Tables | Marc Szafraniec |
| 120 | Machine Learning Methods for 1D Ultrasound Breast Cancer Screening | Neil Joshi, Seth Billings, Erica Schwartz, Susan Harvey, Philippe Burlina |
| 121 | A Hybrid Approach for Incorporating Deep Visual Features and Side Channel Information with Applications to AMD Detection | Arnaldo Horta, Michael Pekala, Neil Joshi, Jun Kong, Katia Pacheco, Neil Bressler, David Freund, Philippe Burlina |
| 122 | Deep Mixture of Experts with Diverse Task Spaces | Jianping Fan, Tianyi Zhao, Jun Yu, Wei Zhang, Baopeng Zhang |
| 123 | Privacy Setting Recommendation for Image Sharing | Jun Yu, Jianping Fan, Zhenzhong Kuang, Dan Lin, Wei Zhang |
| 126 | An Investigation of How Neural Networks Learn From the Experiences of Peers Through Periodic Weight Averaging | Josh Smith, Michael Gashler |
| 131 | Box-constrained Discriminant Projective Non-negative Matrix Factorization through Augmented Lagrangian Multiplier Method | Xiaogang Li, Xiang Zhang, Naiyang Guan, Zhigang Luo |
| 141 | Detection of Exfiltration and Tunneling over DNS | Anirban Das, Min-Yi Shen, Madhusudana Shashanka, Charles Schwab; Jisheng Wang, |
| 143 | An Evolutionary Approach to General-Purpose Automated Speed and Lane Change Behavior | Carl-Johan Hoel, |
| 147 | Computable Expert Knowledge in Computer Games | Kevin Fujii*, Fushing Hsieh, Cho-Jui Hsieh |
| 148 | SUBIC: A Supervised Bi-Clustering Approach for Precision Medicine | Milad Zafar Nezhad, Dongxiao Zhu, Najibesadat Sadati, Kai Yang, Phillip Levi |
| 151 | Reverse Engineering Regulatory Networks in Cells Using a Dynamic Bayesian Network and Mutual Information Scoring Function | Haodi Jiang, Turki Turki, Jason Wang |
| 156 | Relevancy Ranking of User Recommendations of Services based on Browsing Patterns | Joy Bose, Suresh Gudla, Srinath Srinivasa, Venu Gopal Gajam |
| 158 | A Neural Network Approach to Derive the Horizontal Spaces in Typefaces | Ponnamperuma Arachchige Ayantha Randika, Manjusri Wickramasinghe |
| 159 | Human Action Recognition Based on a Two-stream Convolutional Network Classifier | Vinícius Silva, Alexandre Romariz, Flavio Vidal |
| 160 | A Flexible Architecture to Integrate the Solar Satellite Image Time Series Data - The SETL Architecture | Carlos Silveira Junior, Marilde Santos, Marcela Ribeiro |
| 161 | A Privacy Aware Multi-Agent Data Mining System | Gustavo H. B. S. Oliveira, Josenildo da Silva, Omar A. C. Cortes, Luciano R. Coutinho |
| 162 | Multidisciplinary Optimization in Decentralized Reinforcement Learning | Thanh Nguyen, Snehasis Mukhopadhyay |
| 164 | Bias Discovery in News Articles Using Word Vectors | Joy Bose, Anish Patankar |
| 169 | Adjusting Real-Time Mode Transitions via Genetic Algorithms | Gordon Chalmers |
| 171 | Towards Self-Learning Optical Music Recognition | Alexander Pacha, Horst Eidenberger |
| 172 | Human Action Recognition Using Optical Flow and Convolutional Neural Networks | Marco Wrzalik, Dirk Krechel |
| 176 | Deep Learning based Link Failure Mitigation | Shubham Khunteta, Ashok Kumar Reddy Chavva |
| 177 | A Bayesian network decision model for supporting the early diagnosis of Alzheimer's disease | Ahmed Masmoudi |
| 190 | Multi-view (Joint) Probability Linear Discrimination Analysis for Multi-view Feature Verification | Ziqiang Shi, Liu Liu, Mengjiao Wang, Rujie Liu |
| 191 | Cache-efficient Gradient Descent Algorithm | Imen Chakroun, Tom Vander, Thomas Ashby |
| 192 | Conformal prediction using random survival forests | Henrik Bostrom, Lars Asker, Ram Gurung, Isak Karlsson, Tony Lindgren, Panagiotis Papapetrou |
| 194 | A Hierarchical, bulk-synchronous stochastic gradient descent algorithm for deep-learning applications on GPU clusters | Guojing Cong |
| 199 | Deep Uncertainty Interpretation in Dyadic Human Activity Prediction | Maryam Ziaeefard,Robert Bergevin, Lalonde Jean-Francois |
| 204 | Unsupervised Anomaly Detection for Digital Radio Frequency Transmissions | Benjamin Migliori, Daniel Gebhardt, Michael Walton, Logan Straatemeier, Maurice Ayache |
| 206 | Analysis of Machine Learning Algorithms for Recognition of Indian Sign Language | Sumesh Iyer, Shreyas N, Nikhil Aatrei M |
| 207 | Using LSTM Encoder-Decoder Algorithm for Detecting Anomalous ADS-B Messages | Edan Habler, Asaf Shabtai |
| 208 | ADL Classification based on Autocorrelation Function of Inertial signals | Walid Gomaa, Reda Elbasiony, Sara Mohammed |
| 209 | Inferring time when people visit a location using Social network data | Md Moniruzzaman, Ken Barker |
| 211 | Predicting Waiting Time Overflow on Bank Teller Queues | Roberto Mourão, Guilherme Ramos, Ricardo Carvalho, Rommel Carvalho |
| 213 | Deep Multi-Camera People Detection | Tatjana Chavdarova, Francois Fleuret |
| 216 | Predicting the five positions of LNB basketball players with individual players statistics using machine learning techniques | Wellington Santos |
| 217 | Surface roughness discrimination using unsupervised machine learning algorithms | Longhui Qin, Yilei Zhang |
| 218 | Predicting Departure Time Based on Internal Sensors of Mobile Devices | Ron Bitton |
| 220 | Medicare Fraud Detection using Machine Learning Methods | Justin Mason |
| 221 | Exposing Computer Generated Images by Eye’s Features Extraction via Transfer Learning of VGG19 CNN | Tiago Carvalho, Matheus Teles, Edmar Rezende, Fernanda Balieiro, Ricardo Sovat |
| 223 | Real-Time Patient Adaptivity for Freezing of Gait Classification Through Semi-Supervised Neural Networks | Val Mikos |
| 224 | HWBI : Health and Well-Being Index. A neural network based index which quantifies the cumulative impact of lifestyle habits on personal health and well-being and demonstration of its application in managing the risk of diabetes. | Yesoda Bhargava, Raj Roy |
| 229 | An empirical study of the hidden matrix rank for neural networks with random weights | Pablo Henríquez, Gonzalo Ruz |
| 231 | Better Worst-case Complexity Analysis of the Block Coordinate Descent Method for Large Scale Machine Learning | Ziqiang Shi, Rujie Liu |
| 232 | Dynamic Pricing via Reinforcement Learning for Multi-Objective Optimization in the On-Demand Economy | Aayush Gupta |
| 233 | Collaborative Filtering Based on the Latent Class Model for Attributes | Manabu Kobayashi, Kenta Mikawa, Masayuki Goto, Toshiyasu Matsushima, Shigeichi Hirasawa |
| 234 | Evolving Adaptive Traffic Signal Controllers for a Real Scenario Using Genetic Programming with an Epigenetic Mechanism | Esteban Ricalde Gonzalez, Wolfgang Banzhaf |
| 236 | A Sequential Inverse Approximation of a Regularized Sample Covariance Matrix | Tomer Lancewicki |
| 237 | Deep Ensembles for Imbalanced Classification | Natalia Kozlovskaya, Alexey Zaytsev |
| 240 | Modeling a Classifier for Solving Safety-Critical Binary Classification Tasks | Ibrahim Alagöz |
| 243 | Integrating Prior Knowledge into Deep Learning | Soumali Roychowdhury, Michelangelo Diligenti, Marco Gori |
| 244 | Catch It If You Can: Real-Time Network Anomaly Detection With Low False Alarm Rates | Georgios Kathareios, Andreea Anghel, Ákos Máté, Rolf Clauberg, Mitch Gusat |
| 247 | A methodology for enhancing data quality for classification purposes using Attribute-based Decision Graphs | João Bertini |
| 248 | Generalized Convolutional Neural Networks for Point Cloud Data | Aleksandr Savchenkov |
| 249 | OP-DCI: A Riskless K-Means Clustering for Influential User Identification in MOOC Forum | Xiangyu Hou |
| 250 | Identifying anomalies in parliamentary expenditures of Brazilian Chamber of Deputies with Deep Learning | Thiago Gomes, Rommel Carvalho, Ricardo Carvalho |
| 253 | Recognition of Human Activities using Fast and Adaptive Sparse Representation based on Wearable Sensors | Long Cheng, Yiyi Yu, Xinyang Liu, Yani Guan |
| 254 | Use of Machine Learning for Detection of Unaware Facial Recognition Without Individual Training | Christopher Bellman, Miguel Vargas Martin |
| 262 | A deep learning approach for light source position estimation in mixed reality | Bruno Augusto D Marques, Cristina Vasconcelos, Esteban Clua |
| 263 | Performance Comparison of Algorithms for Movie Rating Estimation | Alper Kose, Can Kanbak, Noyan Evirgen |
| 266 | ANALYZING FACEBOOK ACTIVITIES FOR PERSONALITY RECOGNITION | Laleh Asadzadeh, Shahram Rahimi |
| 271 | Using short URLs in tweets to improve Twitter opinion mining | Andrei Pavel, V. Palade, R. Iqbal, A. Abdulrahman, D. Hintea |
| 277 | Tree-structured Curriculum Learning based on Semantic Similarity of Text | Sanggyu Han, Sung-Hyon Myaeng |
| 280 | Ambiguity aware Arabic document indexing and query expansion: a morphological knowledge learning-based approach | Nadia Soudani, Ibrahim Bounhas, Sawssen Ben Babbis |
| 281 | An Ensembled RBF Extreme Learning Machine to Forecast Road Surface Temperature | Bo Liu, Shuo Yan, Huanling You, Jianqiang Li |
| 287 | Schemes for Labeling Semantic Code Clones using Machine Learning | Abdullah Sheneamer, Hanan Hazazi, Swarup Roy, Jugal Kalita |
| 290 | Evaluation of Microgesture Recognition using a Smartwatch | Gaurav Gupta, Sonu Agarwal, Sanjay Ghosh |
| 293 | Automatic Fault Diagnosis of Drills Using Artificial Neural Networks | Caleb Vununu, Ki-Ryong Kwon |
| 294 | Actively Discover Knowledge by Structural Risk Estimation | Weining Wu |
| 295 | Learning Long-Term Situation Prediction for Automated Driving | Stefan Hoermann, Martin Bach, Klaus Dietmayer |
| 299 | Transfer Learning for Large Scale Data using Subspace Alignment | Nassara ELHADJI-ILLE-GADO, Edith GRALL, Malika KHAROUF |
| 303 | Malicious Software Classification using Transfer Learning of ResNet-50 Deep Neural Network | Edmar Rezende, Guilherme Ruppert, Tiago Carvalho, Fabio Ramos, Paulo de Geus |
| 306 | Text Classification using Hierarchical Sparse Representation Classifiers | Neeraj Sharma, Dileep A.D, Veena Thenkanidiyoor |
| 307 | Two-phase Parallel Learning to Identify Similar Structures among Relational Databases | DEBORA REIS, Ricardo Carvalho, Rommel Carvalho |
| 309 | Predicting waiting times in Radiation Oncology using machine learning | Ackeem Joseph, John Kildea, Tarek Hijal, Laurie Hendren, David H. |
| 310 | Evaluating the use of Brazilian companies' financial footnotes texts for debt variation prediction | Augusto Maeda, Ricardo Carvalho, Rommel Carvalho |
| 317 | Inferring linear and nonlinear Interaction networks using neighborhood support vector machines | Kamel Jebreen, Badih Ghattas |
| 322 | Human Action Recognition from Body-Part Directional Velocity using Hidden Markov Models | Sidahmed Talha, Anthony Fleury, Sébastien Ambellouis |
| 324 | Autoencoder-Enhanced Sum-Product Networks | Aaron Dennis, Dan Ventura |
| 326 | Identifying Bees' Species by Means of Machine Learning | Helder Arruda |
| 329 | Performance and Security Strength Trade-Off in Machine Learning Based Biometric Authentication Systems | Koosha Sadeghi, Ayan Banerjee, Javad Sohankar, Sandeep Gupta |
| 332 | Predicting Hotel Bookings Cancellation With a Machine Learning Classification Model | Nuno Antonio, Ana Almeida, Luis Nunes |
| 333 | Structured Causal Inference for Rare Events: An Industrial Application to Analyze Heating-Cooling Device Failure | Pranjul Yadav, Unmesh Kurup, Mohak Shah |
| 338 | Monitoring Health Changes in Congestive Heart Failure Patients using Wearables and Clinical Data | Robert Fisher, Asim Smailagic, Brian French, Daniel Siewiorek |
| 342 | Histogram-based Asymmetric Relabeling For Learning from Only Positive and Unlabeled Data | Tom Arjannikov, George Tzanetakis |
| 345 | FIT-EVE\&ADAM: Estimation of Velocity \& Energy for\\ Automated Diet Active Monitoring | Prajwal Paudyal, Junghyo Lee, Koosha Sadeghi, Javad Sohankar, Ayan Banerjee, Sandeep Gupta |
| 346 | Early prediction of college dropout using data mining | Luiz Martins, Márcio Victorino, Maristela Holanda, Rommel Carvalho, Ricardo Carvalho |
| 350 | Temporal Face Embedding as Biometric Tokenization for Decentralized IoT | Seyed Ali Miraftabzadeh, Paul Rad, Mo Jamshidi |
| 352 | Model Guided Deep Learning Approach Towards Prediction of Physical System Behavior | Subhasish Das, Anurag Agrawal, Ayan Banerjee, Sandeep Gupta |
| 358 | Time-Sensitive Behavior Prediction in a Health Social Network | Amnay Amimeur, Hai Phan, Dejing Dou, Brigitte Piniewski, David Kil |
| 363 | Incremental Open Set Intrusion Recognition Using Extreme Value Machine | James Henrydoss, Steve Cruz, Ethan Rudd, Terrance Boult |
| 366 | Food Recognition and Attribute Estimation Using Deep Learning and Vector Embeddings | Raza Yunus, Hira Noor, Tazeen Haider, Omar Arif |
| 371 | Preference Learning from Multi-attribute Pairwise Comparisons: A Car Recommender Case Study | Nunung Qomariyah |
| 373 | A Deep-Learning-Based Approach for Automated Wagon Component Inspection | Rafael Rocha, Ana Carolina Siravenha, Ana Claudia Gomes, Gerson Serejo, Alexandre Silva, Luciano Rodrigues, Schubert Carvalho, Cleidson de Souza |
| 378 | Classification of UXO using Convolutional Networks Trained on a Limited Dataset | Anderson Lebbad, Garrett Clayton, C. Nataraj |
| 380 | Rank Learning by Ordinal Gerrymandering | Stefano Fenu |
| 381 | Efficient Deep Learning Model for Text Classification Based on Recurrent and Convolutional Layers | Abdalraouf Hassan |
| 128 | Towards Malware Detection via CPU Power Consumption: Data Collection Design and Analytics | Robert Bridges, Jarilyn Hernandez Jimenez, Jeffrey Nichols, Katerina Goseva-Popstojanova, Stacy Prowell |
| Paper ID | Paper Title | Author Names |
|---|---|---|
| 225 | Granular Computing with Compatibility Based Intuitionistic Fuzzy Rough Sets | Sibasis Bandyopadhyay; Jingtao Yao |
| 304 | Technology for Sign Language Recognition | Prabhakar Venkata Tamma; Zitha Sasindran; Shivanand Rapolu; Rajasekhar Marrem |
| 335 | Direct multiclass boosting using base classifiers' posterior probabilities estimates | Mathias Bourel; Badih Ghattas |
| 356 | Subject-Dependent SSVEP Identification Using GMM Training and Adaptation | Muhamed Farooq; Omid dehzangi |
| 357 | A Noise Prediction and Time-Domain Subtraction Approach To Deep Neural Network Based Speech Enhancement | Babafemi Odelowo; David Anderson |
| 396 | Supervised machine learning based surface inspection by synthetizing artificial defects | Matthias Haselmann |
| 397 | Adventure Game With A Neural Network Controlled Non-playing Character | Michael Weeks |
| 404 | A new approach to segment hemorrhagic stroke in computed tomography via Optimum Path Snake | Pedro Rebouças Filho; Solon Alves; Aldisio G, Medeiros; Antônio Carlos Silva Barros |
| 406 | A Novel Approach for Robot Localization in Topological Maps using Classification with Reject Option from Structural Co-occurrence Matrix in Omnidirectional Images | Suan Pires Pinheiro da Silva; Jefferson Silva; Leandro Marinho; Pedro Rebouças Filho |
| 412 | Automated Patent Classification Using Word Embedding | Mattyws Grawe; Claudia Martins; Andreia Bonfante |
| 413 | Anomaly Detection in Multivariate Non-stationary Time Series for Automatic DBMS Diagnosis | Doyup Lee |
| 419 | RBF-FIRMLP Architecture for Digit Recognition | Cristinel Codrescu |
| 421 | Incremental Dynamic Search Solver | Ali Hmer; Malek Mouhoub |
| 444 | Gain Parameter and Dropout Based Fine Tuning of Deep Networks | M. Arif Wani; Saduf Afzal |
| 445 | HDLTex: Hierarchical Deep Learning for Text Classification | Kamran Kowsari; Donald Brown; Mojtaba Heidarysafa; Kiana Jafari Meimandi; Matthew Gerber; Laura Barnes |
| Paper ID | Paper Title | Author Names |
|---|---|---|
| 200 | Aplication of Decision Trees for Detection of Student Dropout Profiles | Ricardo S. Timaran-Pereira; Javer Caicedo-Zambrano |
| 379 | Student Retention Pattern Prediction Employing Linguistic Features Extracted from Admission Application Essays | Mitsunori Ogihara; Gang Ren |
| 388 | Component based Architecture for the Control of Crossing Regions in Railway Networks | Farooq Ahmad; Ayesha Sadiq; Martinez-Enriquez A.M.; Muhammad Waqas Anwar; Usama Ijaz Bajwa; Mudasser Naseer; Sher Afzal Khan |
| 390 | Classification Of ECG Arrhythmia With Machine Learning Techniques | Halil Ibrahim BULBUL; Neşe USTA; Musa YILDIZ |
| 392 | Human motion trajectory analysis based video summarization | Mudasser Naseer; Ajmal Muhammad; Farooq Ahmad; Asma Saleem |
| 399 | A simple neuro-Heuristic computational intelligence algorithm for thin film flow equation arising in physical models | Iftikhar Ahmad; Bushra Mukhtar; Kadir Kutlu; Farooq Ahmad |
| Paper ID | Paper Title | Author Names |
|---|---|---|
| 416 | A Cluster Analysis of Challenging Behaviors in Autism Spectrum Disorder | Elizabeth Stevens; Abigail Atchison; Laura Stevens; Esther Hong; Doreen Granpeesheh; Dennis Dixon; Erik Linstead |
| 432 | Psychiatry in Concussions: Identifying Patient Subgroups and Recommending Personalized Treatments | Filip Dabek; Peter Hoover; Jesus Caban |
| 436 | Predicting Psychosis Using The Experience Sampling Method | Andrea Katrinecz; Daniel Stamate; Wajdi Alghamdi; Daniel Stahl; ESM-MERGE Group; Philippe Delespaul; Jim van Os; Sinan Guloksuz |
| 405 | Bayesian Nonparametric Clustering of Patients with Advanced Cancer on Anxiety and Depression | Yuelin Li; Barry Rosenfeld; Hayley Pessin; William Breitbart |
| Paper ID | Paper Title | Author Names |
|---|---|---|
| 196 | Support Vector Regression for Predicting the Enhancement Duration of Software Projects | Cuauhtemoc Lopez-Martin; Shadi Banitaan; Andrés García-Floriano; Cornelio Yáñez-Márquez |
| 312 | Audio Signal Reconstruction Using Cartesian Genetic Programming Evolved Artificial Neural Network (CGPANN) | Nadia Masood Khan; Gul Muhammad Khan |
| 340 | Forward Looking Sonar Image Matching using Deep Learning | Pedro Otávio Ribeiro; Matheus Santos; Paulo Drews Jr; Silvia Botelho |
| 347 | Brace treatment Monitoring Solution for Idiopathic Scoliosis Patients | Omar Iftikhar; Omid dehzangi; Bhavani Anantapur Bache; Jeffrey Wensman; Ying Li |
| 382 | Exploring the Impact of Clone Refactoring on Test Code Size in Object-Oriented Software | Badri Mourad; Badri Linda; Hachemane Oussama; Ouellet Alexandre |
| 389 | Evaluating Non-Personalized Single-Heuristic Active Learning Strategies for Collaborative Filtering Recommender Systems | Georges Chaaya; Jacques Bou Abdo |
| 391 | Railway Incident Ranking with Machine Learning | Dmitry Yarotsky |
| 394 | A Spatio – Temporal Hedonic House Regression Model | Timothy Oladunni |
| 395 | Predictive Models of Hard Drive Failures based on Operational Data | Nicolas Aussel; Samuel Jaulin; Guillaume Gandon; Yohan Petetin; Eriza Fazli; Sophie Chabridon |
| 407 | Bayesian networks for inverse inference in manufacturing | Avadhut Sardeshmukh; Sreedhar Reddy; B P Gautham; Amol Joshi |
| 437 | Foreclosure Sale and House Value: Correlation or Causation? | Timothy Oladunni |
| Paper ID | Paper Title | Author Names |
|---|---|---|
| 279 | DDoS Attack Modeling and Detection Using SMO | Salva Daneshgadeh; Nazife Baykal; Seyda Ertekin |
| 409 | NLP Tool for Extracting Cyber Security Related Events in Twitter | Seren Guldamlasioglu; Mehmet Saygin Seyfioglu Batuhan Bardak |
| 428 | Cybersecurity Automated Information Extraction Techniques: Drawbacks of Current Methods, and Enhanced Extractors | Kelly Huffer; Robert Bridges; Michael Iannacone; Corinne Jones; John Goodall |
| 431 | Privacy Preserving Record Linkage using MetaSoundex Algorithm | Keerthi Koneru; Cihan Varol |
| 438 | Machine Learning Methods Used in Evaluations of Secure Biometric System Components | Bilgehan Arslan; Mehtap Ülker; Seref SAGIROGLU |
| 439 | Automated Behavioral Analysis of Malware A Case Study of WannaCry Ransomware | Qian Chen; Robert Bridges |
| 441 | Automatic Bitcoin Address Clustering | Maxim Panov; Yury Yanovich |
| Paper ID | Paper Title | Author Names |
|---|---|---|
| 443 | Forecasting domestic hot water demand in residential house using artificial neural networks | Alexandra Delorme-Costil; Jean-Jacques Bezian |
| 440 | A Learning Framework for Control-Oriented Modeling of Buildings | Javier Rubio-Herrero; Vikas Chandan; Charles Siegel; Abhinav Vishnu; Draguna Vrabie |
| 427 | Multistep-ahead Streamflow and Reservoir Level Prediction Using ANNs for Production Planning in Hydroelectric Stations | Jorge Hernández-Ambato; Gabriel Asqui-Santillan; Alberto Arellano; Santiago Cunalata |
| 426 | Modelling of Fuzzy Logic Controller of a Maximum Power Point Tracker Based on Artificial Neural Network | Rabah Benkercha; Samir Moulahoum; Ilhami Colak |
| 272 | Efficient prediction of Dynamic tariff in Smart Grid using CGP evolved Artificial Neural Networks | Gul Muhammad Khan; Rabia Arshad; Nadia Masood Khan |
| 256 | Solar Radiation Prediction Improvement Using Weather Forecasts | William Sanders; Chris Barrick; Frederick Maier; Khaled Rasheed |
| 242 | Prediction of Power Grid Failure using Neural Network Learning | Carmen Haseltine; Eman El-Sheikh |
| Paper ID | Paper Title | Author Names |
|---|---|---|
| 197 | A Review of Deep Learning Methods Applied on Load Forecasting | Abdulaziz Almalaq; George Edwards |
| 374 | Mitigating IoT-based Cyberattacks on the Smart Grid | Yasin Yilmaz; Suleyman Uludag |
| 414 | A Novel Application of Naïve Bayes Classifier in Photovoltaic Energy Prediction | RAMAZAN BAYINDIR; Mehmet Yesilbudak; Medine Colak; Naci Genc |
| Paper ID | Paper Title | Author Names |
|---|---|---|
| 314 | Novel Trends in Scaling Up Machine Learning Algorithms | Noel Lopes |
| 422 | MapReduce based Classification for Fault Detection in Big Data Applications | Omair Shafiq |
| 425 | Learning from Big Data: how to Effectively Manipulate Data | Loredana Caruccio; Vincenzo Deufemia; Giuseppe Polese |
| 429 | An Unsupervised Learning Method for Supporting Advanced Knowledge Discovery from Game Data | Carson Leung; Alfredo Cuzzocrea |
| 442 | Avdanced ECHMM-Based Machine Learning Tools for Complex Applications | Enzo Mumolo; alfredo cuzzocrea; Gianni Vercelli |
| Paper ID | Paper Title | Author Names |
|---|---|---|
| 154 | An Exploratory Study of Oral and Dental Health in Canada | Andrei Belcin; Areej Ali A Asiri; Herna Viktor |
| 276 | A retrieval-based dialogue system utilizing utterance and context embeddings | Alexander Bartl; Gerasimos Spanakis |
| 305 | Strength Training: A fitness application for indoor based exercise recognition and comfort analysis | DIPANKAR DAS; SHIVA MURTHY BUSETTY; VISHAL BHARTI; PRAKHYATH KUMAR HEGDE |
| 349 | Recognition of Dynamic Hand Gestures from 3D Motion Data using LSTM and CNN architectures | Chinmaya Naguri; Razvan Bunescu |
| 354 | A Mask-based Post Processing Approach for Improving The Quality and Intelligibility of Deep Neural Network Enhanced Speech | Babafemi Odelowo; David Anderson |
| 410 | Feature Extraction and K-means Clustering Approach to explore Important Features of Urban Identity | Mei-Chih Chang; Peter Buš; Gerhard Schmitt |
| 417 | Applying reinforcement learning and supervised learning techniques to play your turn in Hearthstone | Ilya Kachalsky; Ilya Zakirzyanov; Vladimir Ulyantsev |
| 447 | Semi-Automated Segmentation of Glioblastomas in Brain MRI Using Machine Learning Techniques | Naomi Joseph, Parita Sanghani, Hongliang Ren |