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2016 15th IEEE International Conference on Machine Learning and Applications (ICMLA)

Dec. 18 2016 to Dec. 20 2016

Anaheim, CA

Table of Contents

[Title page i]Freely available from IEEE.pp. i-i
[Title page iii]Freely available from IEEE.pp. iii-iii
[Copyright notice]Freely available from IEEE.pp. iv-iv
Table of contentsFreely available from IEEE.pp. v-xvii
PrefaceFreely available from IEEE.pp. xviii-xix
Organizing CommitteeFreely available from IEEE.pp. xx-xx
Program CommitteeFreely available from IEEE.pp. xxi-xxiii
KeynotesFull-text access may be available. Sign in or learn about subscription options.pp. xxiv-xxix
Improved Time Series Classification with Representation Diversity and SVMFull-text access may be available. Sign in or learn about subscription options.pp. 1-6
by Rafael Giusti, Diego F. Silva, Gustavo E. A. P. A. Batista
Iterative Grammar-Based Framework for Discovering Variable-Length Time Series MotifsFull-text access may be available. Sign in or learn about subscription options.pp. 7-12
by Yifeng Gao, Jessica Lin, Huzefa Rangwala
Filer Response Time Prediction Using Adaptively-Learned Forecasting Models Based on Counter Time Series DataFull-text access may be available. Sign in or learn about subscription options.pp. 13-18
by Saurabh Deshpande, Kumar Dheenadayalan, G. Srinivasaraghavan, VN Muralidhara
Dynamic Factor Mixture of Experts for Functional Time Series ModelingFull-text access may be available. Sign in or learn about subscription options.pp. 19-25
by Allou Samé
Inferring Hearing Loss from Learned Speech KernelsFull-text access may be available. Sign in or learn about subscription options.pp. 26-31
by Bonny Banerjee, Masoumeh Heidari Kapourchali, Shamima Najnin, Lisa Lucks Mendel, Sungmin Lee, Chhayakanta Patro, Monique Pousson
Automatic Optimization of Localized Kernel Density Estimation for Hotspot PolicingFull-text access may be available. Sign in or learn about subscription options.pp. 32-38
by Mohammad Al Boni, Matthew S. Gerber
Robust Kernel Embedding of Conditional and Posterior Distributions with ApplicationsFull-text access may be available. Sign in or learn about subscription options.pp. 39-44
by Muhammad Zeeshan Nawaz, Omar Arif
Conformalized Kernel Ridge RegressionFull-text access may be available. Sign in or learn about subscription options.pp. 45-52
by Evgeny Burnaev, Ivan Nazarov
Automated Optimal Architecture of Deep Convolutional Neural Networks for Image RecognitionFull-text access may be available. Sign in or learn about subscription options.pp. 53-60
by Saleh Albelwi, Ausif Mahmood
Infrared Colorization Using Deep Convolutional Neural NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 61-68
by Matthias Limmer, Hendrik P. A. Lensch
Assessing Threat of Adversarial Examples on Deep Neural NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 69-74
by Abigail Graese, Andras Rozsa, Terrance E. Boult
Correlating Filter Diversity with Convolutional Neural Network AccuracyFull-text access may be available. Sign in or learn about subscription options.pp. 75-80
by Casey A. Graff, Jeffrey Ellen
A Hierarchical Meta-Classifier for Human Activity RecognitionFull-text access may be available. Sign in or learn about subscription options.pp. 81-86
by Anzah H. Niazi, Delaram Yazdansepas, Jennifer L. Gay, Frederick W. Maier, Lakshmish Ramaswamy, Khaled Rasheed, Matthew P. Buman
Interaction Network Representations for Human Behavior PredictionFull-text access may be available. Sign in or learn about subscription options.pp. 87-93
by Amnay Amimeur, NhatHai Phan, Dejing Dou, David Kil, Brigitte Piniewski
Predicting Future Agent Motions for Dynamic EnvironmentsFull-text access may be available. Sign in or learn about subscription options.pp. 94-99
by Fabio Previtali, Alejandro Bordallo, Luca Iocchi, Subramanian Ramamoorthy
Demographic Group Prediction Based on Smart Device User Recognition GesturesFull-text access may be available. Sign in or learn about subscription options.pp. 100-107
by Adel R. Alharbi, Mitchell A. Thornton
Cross-Document Knowledge Discovery Using Semantic Concept Topic ModelFull-text access may be available. Sign in or learn about subscription options.pp. 108-114
by Xin Li, Wei Jin
Domain Ontology Induction Using Word EmbeddingsFull-text access may be available. Sign in or learn about subscription options.pp. 115-119
by Niharika Gupta, Sanjay Podder, Annervaz K M, Shubhashis Sengupta
Latent Topic-Semantic Indexing Based Automatic Text SummarizationFull-text access may be available. Sign in or learn about subscription options.pp. 120-126
by Jiangsheng Yu, Xue-Wen Chen
An Investigation of Ensemble Techniques for Detection of Spam ReviewsFull-text access may be available. Sign in or learn about subscription options.pp. 127-133
by Brian Heredia, Taghi M. Khoshgoftaar, Joseph Prusa, Michael Crawford
A Re-estimation Brain Storm Optimization to Train Hidden Markov Model for Transcription Factor Binding Site AnalysisFull-text access may be available. Sign in or learn about subscription options.pp. 134-139
by Xinyuan Ma, Ning Xian
Inferring Gene Regulatory Networks by Combining Supervised and Unsupervised MethodsFull-text access may be available. Sign in or learn about subscription options.pp. 140-145
by Turki Turki, Jason T. L. Wang, Ibrahim Rajikhan
Bag of Bags: Nested Multi Instance Classification for Prostate Cancer DetectionFull-text access may be available. Sign in or learn about subscription options.pp. 146-151
by Farzad Khalvati, Junjie Zhang, Alexander Wong, Masoom A. Haider
Decoding Epileptogenesis in a Reduced State SpaceFull-text access may be available. Sign in or learn about subscription options.pp. 152-157
by Francois G. Meyer, Alexander M. Benison, Zachariah Smith, Daniel S. Barth
Machine Learning for Plant Disease Incidence and Severity Measurements from Leaf ImagesFull-text access may be available. Sign in or learn about subscription options.pp. 158-163
by Ernest Mwebaze, Godliver Owomugisha
Exposing Inpainting Forgery in JPEG Images under Recompression AttacksFull-text access may be available. Sign in or learn about subscription options.pp. 164-169
by Qingzhong Liu, Andrew H. Sung, Bing Zhou, Mengyu Qiao
Recognition and Analysis of the Contours Drawn during the Poppelreuter's TestFull-text access may be available. Sign in or learn about subscription options.pp. 170-175
by Sven Nõmm, Konstantin Bardõš, Ilja Mašarov, Julia Kozhenkina, Aaro Toomela, Toomas Toomsoo
Automatic Species Recognition Based on Improved Birdsong AnalysisFull-text access may be available. Sign in or learn about subscription options.pp. 176-181
by Joshua Knapp, Guangzhi Qu, Feng Zhang
ECG Biometric Identification Using Wavelet Analysis Coupled with Probabilistic Random ForestFull-text access may be available. Sign in or learn about subscription options.pp. 182-187
by Robin Tan, Marek Perkowski
A Multifaceted Approach to Bitcoin Fraud Detection: Global and Local OutliersFull-text access may be available. Sign in or learn about subscription options.pp. 188-194
by Patrick M. Monamo, Vukosi Marivate, Bhesipho Twala
Toward an Online Anomaly Intrusion Detection System Based on Deep LearningFull-text access may be available. Sign in or learn about subscription options.pp. 195-200
by Khaled Alrawashdeh, Carla Purdy
Android Malware Detection: Building Useful RepresentationsFull-text access may be available. Sign in or learn about subscription options.pp. 201-206
by Luiza Sayfullina, Emil Eirola, Dmitry Komashinsky, Paolo Palumbo, Juha Karhunen
Investigating Transfer Learners for Robustness to Domain Class ImbalanceFull-text access may be available. Sign in or learn about subscription options.pp. 207-213
by Karl R. Weiss, Taghi M. Khoshgoftaar
Learning Fairness under Constraints: A Decentralized Resource Allocation GameFull-text access may be available. Sign in or learn about subscription options.pp. 214-221
by Qinyun Zhu, Jae C. Oh
Bayesian Unification of Gradient and Bandit-Based Learning for Accelerated Global OptimisationFull-text access may be available. Sign in or learn about subscription options.pp. 222-226
by Ole-Christoffer Granmo
Are Accuracy and Robustness CorrelatedFull-text access may be available. Sign in or learn about subscription options.pp. 227-232
by Andras Rozsa, Manuel Günther, Terrance E. Boult
Advanced Image Classification Using Wavelets and Convolutional Neural NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 233-239
by Travis Williams, Robert Li
Consensus Clustering: A Resampling-Based Method for Building Radiation Hybrid MapsFull-text access may be available. Sign in or learn about subscription options.pp. 240-245
by Raed I. Seetan, Jacob Bible, Michael Karavias, Wael Seitan, Sam Thangiah
An LED Based Indoor Localization System Using k-Means ClusteringFull-text access may be available. Sign in or learn about subscription options.pp. 246-252
by Muhammad Saadi, Touqeer Ahmad, Yan Zhao, Lunchakorn Wuttisttikulkij
Distributed Conformal Anomaly DetectionFull-text access may be available. Sign in or learn about subscription options.pp. 253-258
by Ilia Nouretdinov
Phase Identification in Electric Power Distribution Systems by Clustering of Smart Meter DataFull-text access may be available. Sign in or learn about subscription options.pp. 259-265
by Wenyu Wang, Nanpeng Yu, Brandon Foggo, Joshua Davis, Juan Li
Density-Based Data Pruning Method for Deep Reinforcement LearningFull-text access may be available. Sign in or learn about subscription options.pp. 266-271
by Teerapat Rojanaarpa, Irina Kataeva
Identifying Nontechnical Power Loss via Spatial and Temporal Deep LearningFull-text access may be available. Sign in or learn about subscription options.pp. 272-279
by Rajendra Rana Bhat, Rodrigo Daniel Trevizan, Rahul Sengupta, Xiaolin Li, Arturo Bretas
Bird Call Identification Using Dynamic Kernel Based Support Vector Machines and Deep Neural NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 280-285
by Deep Chakraborty, Paawan Mukker, Padmanabhan Rajan, A. D. Dileep
A Next-Generation Secure Cloud-Based Deep Learning License Plate Recognition for Smart CitiesFull-text access may be available. Sign in or learn about subscription options.pp. 286-293
by Rohith Polishetty, Mehdi Roopaei, Paul Rad
Energy Efficient EEG Monitoring System for Wireless Epileptic Seizure DetectionFull-text access may be available. Sign in or learn about subscription options.pp. 294-299
by Ramy Hussein, Rabab Ward, Z. Jane Wand, Amr Mohamed
Using Domain Knowledge Features for Wind Turbine DiagnosticsFull-text access may be available. Sign in or learn about subscription options.pp. 300-307
by R. Lily Hu, Kevin Leahy, Ioannis C. Konstantakopoulos, David M. Auslander, Costas J. Spanos, Alice M. Agogino
Improving HSDPA Traffic Forecasting Using Ensemble of Neural NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 308-313
by Isah A. Lawal, Salihu A. Abdulkarim, Muhammad K. Hassan, Jibrin M. Sadiq
Nonlinear Metric Learning for Semi-Supervised Learning via Coherent Point DriftingFull-text access may be available. Sign in or learn about subscription options.pp. 314-319
by Pin Zhang, Bibo Shi, Charles D. Smith, Jundong Liu
Adaptive Thresholding and Reweighting to Improve Domain Transfer Learning for Unbalanced Data with Applications to EEG ImbalanceFull-text access may be available. Sign in or learn about subscription options.pp. 320-325
by Kyung-Min Su, W. David Hairston, Kay A. Robbins
L1-Norm Principal-Component Analysis via Bit FlippingFull-text access may be available. Sign in or learn about subscription options.pp. 326-332
by Panos P. Markopoulos, Sandipan Kundu, Shubham Chamadia, Dimitris A. Pados
Event Based Weight Update for Learning Infinite Spike TrainFull-text access may be available. Sign in or learn about subscription options.pp. 333-338
by Sumit Bam Shrestha, Qing Song
Comparing Gaussian Mixture Model and Hidden Markov Model to Classify Unique Physical Activities from Accelerometer Sensor DataFull-text access may be available. Sign in or learn about subscription options.pp. 339-346
by Arindam Dutta, Owen Ma, Meynard Toledo, Matthew P. Buman, Daniel W. Bliss
A Probabilistic Programming Approach for Outlier Detection in Healthcare ClaimsFull-text access may be available. Sign in or learn about subscription options.pp. 347-354
by Richard A. Bauder, Taghi M. Khoshgoftaar
Automatic Algorithm Selection in Computational Software Using Machine LearningFull-text access may be available. Sign in or learn about subscription options.pp. 355-360
by Matthew C. Simpson, Qing Yi, Jugal Kalita
System-Level Test Case Prioritization Using Machine LearningFull-text access may be available. Sign in or learn about subscription options.pp. 361-368
by Remo Lachmann, Sandro Schulze, Manuel Nieke, Christoph Seidl, Ina Schaefer
Detecting Smooth Cluster Changes in Evolving GraphsFull-text access may be available. Sign in or learn about subscription options.pp. 369-374
by Sohei Okui, Kaho Osamura, Akihiro Inokuchi
A Privacy-Preserving Solution for the Bipartite Ranking ProblemFull-text access may be available. Sign in or learn about subscription options.pp. 375-380
by Noushin Salek Faramarzi, Erman Ayday, H. Altay Guvenir
Temporal Link Prediction Using Time Series of Quasi-Local Node Similarity MeasuresFull-text access may be available. Sign in or learn about subscription options.pp. 381-386
by Alper Özcan, Şule Gündüz Öğüdücü
DERIV: Distributed In-Memory Brand Perception Tracking FrameworkFull-text access may be available. Sign in or learn about subscription options.pp. 387-393
by Manu Shukla, Andrew Fong, Raimundo Dos Santos, Chang-Tien Lu
Recommendation Model Based on a Contextual Similarity MeasureFull-text access may be available. Sign in or learn about subscription options.pp. 394-401
by Amel Hannech, Mehdi Adda, Hamid Mcheick
Macro-Optimization of email Recommendation Response Rates Harnessing Individual Activity Levels and Group Affinity TrendsFull-text access may be available. Sign in or learn about subscription options.pp. 402-407
by Mohammed Korayem, Khalifeh Aljadda, Trey Grainger
Course Learning Outcome Performance Improvement: A Remedial Action Classification Based ApproachFull-text access may be available. Sign in or learn about subscription options.pp. 408-413
by Ilyes Jenhani, Ghassen Ben Brahim, Ammar Elhassan
Extending Soft Sets towards the Optimality of Decision Based on Multiple Decisions over the Same DataFull-text access may be available. Sign in or learn about subscription options.pp. 414-419
by Farooq Ahmad, Hamza Ali S. Abujabal, Sher Afzal Khan, Adnan Abid, Muhammad Shoaib Farooq
A Formal Design for the Lexical and Syntax Analyzer of a Pedagogically Effective Subset of C++Full-text access may be available. Sign in or learn about subscription options.pp. 420-425
by Muhammad Shoaib Farooq, Adnan Abid, Rebecca K. Fox
Analysis for Status of the Road Accident Occurance and Determination of the Risk of Accident by Machine Learning in IstanbulFull-text access may be available. Sign in or learn about subscription options.pp. 426-430
by Halil İbrahim Bülbül, Tarık Kaya, Yusuf Tulgar
Classifying Educational Lectures in Low-Resource LanguagesFull-text access may be available. Sign in or learn about subscription options.pp. 431-435
by Gihad N. Sohsah, Onur Guzey, Zaina Tarmanini
k-Means Partition of Monthly Average Insolation Period Data for TurkeyFull-text access may be available. Sign in or learn about subscription options.pp. 436-440
by Mehmet Yesilbudak, Ilhami Colak, Ramazan Bayindir
Hourly Solar Irradiance Forecasting Based on Machine Learning ModelsFull-text access may be available. Sign in or learn about subscription options.pp. 441-446
by Fateh Nassim Melzi, Taieb Touati, Allou Same, Latifa Oukhellou
Applying the Meta-heuristic Prediction Algorithm for Modeling Power Density in Wind Power PlantFull-text access may be available. Sign in or learn about subscription options.pp. 447-451
by Hamdi Tolga Kahraman, Melike Ayaz, Ilhami Colak, Ramazan Bayindir
Faults Investigation of Transformer Windings Using the Frequency Response Analysis FRAFull-text access may be available. Sign in or learn about subscription options.pp. 452-459
by Moustafa Sahnoune Chaouche, Hamza Houassine, Samir Moulahoum, Ilhami Colak
A Study on Effects of Different Control Period of Neural Network Based Reference Modified PID Control for DC-DC ConvertersFull-text access may be available. Sign in or learn about subscription options.pp. 460-465
by Hidenori Maruta, Hironobu Taniguchi, Fujio Kurokawa
Enhanced Approach to Detection of SQL Injection AttackFull-text access may be available. Sign in or learn about subscription options.pp. 466-469
by Raja Prasad Karuparthi, Bing Zhou
Towards Web Spam Filtering Using a Classifier Based on the Minimum Description Length PrincipleFull-text access may be available. Sign in or learn about subscription options.pp. 470-475
by Renato M. Silva, Tiago A. Almeida, Akebo Yamakami
Early Identification of Vulnerable Software Components via Ensemble LearningFull-text access may be available. Sign in or learn about subscription options.pp. 476-481
by Yulei Pang, Xiaozhen Xue, Akbar Siami Namin
Building a Platform for Software-Defined Networking Cybersecurity ApplicationsFull-text access may be available. Sign in or learn about subscription options.pp. 482-487
by Chongya Song, Alexander Perez-Pons, Kang K. Yen
Identifying Gender from SMS Text MessagesFull-text access may be available. Sign in or learn about subscription options.pp. 488-491
by Shannon Silessi, Cihan Varol, Murat Karabatak
Security Perspective of Biometric Recognition and Machine Learning TechniquesFull-text access may be available. Sign in or learn about subscription options.pp. 492-497
by Bilgehan Arslan, Ezgi Yorulmaz, Burcin Akca, Seref Sagiroglu
A Web Based Pipeline Tool for the Combination of Logic Conditions for NGS DataFull-text access may be available. Sign in or learn about subscription options.pp. 498-501
by Hui Li, Chunmei Liu
A Parallel K-Medoids Algorithm for Clustering based on MapReduceFull-text access may be available. Sign in or learn about subscription options.pp. 502-507
by M. Omair Shafiq, Eric Torunski
A Big Data Analytics Framework for Supporting Multidimensional Mining over Big Healthcare DataFull-text access may be available. Sign in or learn about subscription options.pp. 508-513
by Mario Bochicchio, Alfredo Cuzzocrea, Lucia Vaira
An Effective and Efficient Similarity-Matrix-Based Algorithm for Clustering Big Mobile Social DataFull-text access may be available. Sign in or learn about subscription options.pp. 514-521
by Gloria Bordogna, Luca Frigerio, Alfredo Cuzzocrea, Giuseppe Psaila
Hedonic Housing Theory — A Machine Learning InvestigationFull-text access may be available. Sign in or learn about subscription options.pp. 522-527
by Timothy Oladunni, Sharad Sharma
Feedforward Neural Networks for Predicting the Duration of Maintained Software ProjectsFull-text access may be available. Sign in or learn about subscription options.pp. 528-533
by Cuauhtémoc López-Martín
Equipment Condition Diagnosis and Fault Fingerprint Extraction in Semiconductor ManufacturingFull-text access may be available. Sign in or learn about subscription options.pp. 534-539
by Hamideh Rostami, Jakey Blue, Claude Yugma
A Hybrid Machine Learning Approach for Planning Safe Trajectories in Complex Traffic-ScenariosFull-text access may be available. Sign in or learn about subscription options.pp. 540-546
by Amit Chaulwar, Michael Botsch, Wolfgang Utschick
Efficient Content Replacement in Wireless Content Delivery Network with Cooperative CachingFull-text access may be available. Sign in or learn about subscription options.pp. 547-552
by Jihoon Sung, Kyounghye Kim, Junhyuk Kim, June-Koo Kevin Rhee
Spatial Dependency and Hedonic Housing Regression ModelFull-text access may be available. Sign in or learn about subscription options.pp. 553-558
by Timothy Oladunni, Sharad Sharma
Constructing a Deep Regression Model Utilizing Cascaded Sparse Autoencoders and Stochastic Gradient DescentFull-text access may be available. Sign in or learn about subscription options.pp. 559-564
by Arezou Moussavi-Khalkhali, Mo Jamshidi
A Novel Algorithm for Dynamic Clustering: Properties and PerformanceFull-text access may be available. Sign in or learn about subscription options.pp. 565-570
by Nathalie A. Barbosa, Louise Travé-Massuyès, Victor H. Grisales
User Movement Prediction: The Contribution of Machine Learning TechniquesFull-text access may be available. Sign in or learn about subscription options.pp. 571-575
by Shadi Banitaan, Mohammad Azzeh, Ali Bou Nassif
Validation of a Quantifier-Based Fuzzy Classification System for Breast Cancer Patients on External Independent CohortsFull-text access may be available. Sign in or learn about subscription options.pp. 576-581
by Daniele Soria, Jonathan M. Garibaldi
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