Biomedical Data Ensemble Classification using Random Projections (English)
- New search for: Tasoulis, Sotiris K.
- New search for: Vrahatis, Aristidis G.
- New search for: Georgakopoulos, Spiros V.
- New search for: Plagianakos, Vassilis P.
- New search for: Tasoulis, Sotiris K.
- New search for: Vrahatis, Aristidis G.
- New search for: Georgakopoulos, Spiros V.
- New search for: Plagianakos, Vassilis P.
In:
2018 IEEE International Conference on Big Data (Big Data)
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166-172
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2018
- Conference paper / Electronic Resource
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Title:Biomedical Data Ensemble Classification using Random Projections
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Contributors:Tasoulis, Sotiris K. ( author ) / Vrahatis, Aristidis G. ( author ) / Georgakopoulos, Spiros V. ( author ) / Plagianakos, Vassilis P. ( author )
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Published in:
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Publisher:
- New search for: IEEE
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Publication date:2018-12-01
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Size:220646 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.
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Big Data 2018 Receipt| 2018
- 1
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Decentralized Machine Learningy Arcas, Blaise Aguera et al. | 2018
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Detailed Configuration of Spatial Hadoop-based Spatial Big Data System and Main Service StatusJin-Woo, Lee / Seok-Won, Chang et al. | 2018
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Big Data for Speech and Language ProcessingHuang, Xuedong et al. | 2018
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Transformational Role of Big Data in Society 5.0Kitsuregawa, Masaru et al. | 2018
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Three principles of data science: predictability, computability, and stability (PCS)Yu, Bin et al. | 2018
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On Metric Learning for Complex Data AnalysisZhang, Aidong et al. | 2018
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Heuristics Significance of Neuro-Ensemble-based Time Series ClassificationBoubrahimi, Soukaina Filali / Angryk, Rafal et al. | 2018
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Best-Choice Edge Grafting for Efficient Structure Learning of Markov Random FieldsChaabene, Walid / Huang, Bert et al. | 2018
- 26
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Detecting Latent Structure Uncertainty with Structural EntropyHirai, So / Yamanishi, Kenji et al. | 2018
- 36
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Incorporating Prior Domain Knowledge into Deep Neural NetworksMuralidhar, Nikhil / Islam, Mohammad Raihanul / Marwah, Manish / Karpatne, Anuj / Ramakrishnan, Naren et al. | 2018
- 46
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Hybridization of Active Learning and Data Programming for Labeling Large Industrial DatasetsNashaat, Mona / Ghosh, Aindrila / Miller, James / Quader, Shaikh / Marston, Chad / Puget, Jean-Francois et al. | 2018
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Biomedical Data Ensemble Classification using Random ProjectionsTasoulis, Sotiris K. / Vrahatis, Aristidis G. / Georgakopoulos, Spiros V. / Plagianakos, Vassilis P. et al. | 2018
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A Statistical Approach to Inferring Business Locations Based on Purchase BehaviorResheff, Yehezkel S. / Shahar, Moni et al. | 2018
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User-centered Information Retrieval using Semantic Multimedia Big DataRinaldi, Antonio M. / Russo, Cristiano et al. | 2018
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Deep Neural Networks for Social Media Word Segmentation of Asian LanguagesLe, Ngoc Tan / Sadat, Fatiha et al. | 2018
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A Simple Method to Remove Reviews against Guideline for Online Review ServicesSHINDOH, Yasutaka / KANEMURA, Atsunori / MIYAO, Yusuke et al. | 2018
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Evaluating the EEG and Eye Movements for Autism Spectrum DisorderThapaliya, Sashi / Jayarathna, Sampath / Jaime, Mark et al. | 2018
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Ordinal Hyperplane LossVanderheyden, Bob / Xie, Ying et al. | 2018
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Distributed Big Data Mining Platform for Smart GridWang, Zhixiang / WU, Bin / BAI, Demeng / QIN, Jiafeng et al. | 2018
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OPOSSAM: Online Prediction of Stream Data Using Self-adaptive MemoryYamaguchi, Akihiro / Maya, Shigeru / Inagi, Tatsuya / Ueno, Ken et al. | 2018
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One-Class Learning Time-Series ShapeletsYamaguchi, Akihiro / Nishikawa, Takeichiro et al. | 2018
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A unified scheme of text localization and structured data extraction for joint OCR and data miningYe, Yibin / Zhu, Shenggao / Wang, Jing / Du, Qi / Yang, Yezhang / Tu, Dandan / Wang, Lanjun / Luo, Jiebo et al. | 2018
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How to Become Instagram Famous: Post Popularity Prediction with Dual-AttentionZhang, Zhongping / Chen, Tianlang / Zhou, Zheng / Li, Jiaxin / Luo, Jiebo et al. | 2018
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Context Aware Flow Prediction of Bike Sharing SystemsZhou, Yang / Huang, Yan et al. | 2018
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DeepMove: Learning Place Representations through Large Scale Movement DataZhou, Yang / Huang, Yan et al. | 2018
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Privacy-Preserving Scoring of Tree Ensembles: A Novel Framework for AI in HealthcareFritchman, Kyle / Saminathan, Keerthanaa / Dowsley, Rafael / Hughes, Tyler / De Cock, Martine / Nascimento, Anderson / Teredesai, Ankur et al. | 2018
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Distributed Rough Set Based Feature Selection Approach to Analyse Deep and Hand-crafted Features for Mammography Mass ClassificationHamidinekoo, Azam / Dagdia, Zaineb Chelly / Suhail, Zobia / Zwiggelaar, Reyer et al. | 2018
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Rule Discovery from Breast Cancer Risk Factors using Association Rule MiningKabir, Md Faisal / Ludwig, Simone A. / Abdullah, Abu Saleh et al. | 2018
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Multi-Database Monitoring Tool for the E-Health ServicesKotsiuba, Igor / Nesterov, Maksym / Yanovich, Yury / Skarga-Bandurova, Inna / Biloborodova, Tetiana / Zhygulin, Viacheslav et al. | 2018
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Web Service Solution for Adverse Drug Events and Medication ErrorsPinarer, Ozgun / Turhan, Sultan et al. | 2018
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HL7 Data Acquisition & Integration: Challenges and Best PracticesSinha, Shweta / Seys, Marcia et al. | 2018
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The Role of Selfies in Creating the Next Generation Computer Vision Infused Outpatient Data Driven Electronic Health Records (EHR)Vuppalapati, Jaya Shankar / Kedari, Santosh / Kedari, Sharat / Vuppalapati, Rajasekar / Vuppalapati, Chandrasekar / Ilapakurti, Anitha et al. | 2018
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A Machine Learning Based Natural Language Question and Answering System for Healthcare Data Search using Complex QueriesYeo, Hangu et al. | 2018
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Predicting Virality on Networks Using Local Graphlet Frequency DistributionBaas, Andrew / Hung, Frances / Sha, Hao / Hasan, Mohammad Al / Mohler, George et al. | 2018
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Initial Explorations of Sparse Matrix-Vector Multiplication on EMU’s Migratory Memory Side ProcessingBredin, Matthew / Badawy, Abdel-Hameed A. / McMahon, Janice / Kuntz, Shannon et al. | 2018
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PynqCopter - An Open-source FPGA Overlay for UAVsCain, Brennan / Merchant, Zain / Avendano, Indira / Richmond, Dustin / Kastner, Ryan et al. | 2018
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A Multi-Modal Approach to Sensing Human EmotionGibilisco, Hannah / Laubenberger, Michael / Spiridonov, Valerii / Belga, Jacob / Hallstrom, Jason O. / Peluso, Paul R. et al. | 2018
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YOLO-LITE: A Real-Time Object Detection Algorithm Optimized for Non-GPU ComputersHuang, Rachel / Pedoeem, Jonathan / Chen, Cuixian et al. | 2018
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A Supervised Learning Approach to Water Quality Parameter Prediction and Fault DetectionJoslyn, Kathleen / Lipor, John et al. | 2018
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A Strawberry Detection System Using Convolutional Neural NetworksLamb, Nikolas / Chuah, Mooi Choo et al. | 2018
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Redditors in Recovery: Text Mining Reddit to Investigate Transitions into Drug Addiction| 2018
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Implementing Grover’s Algorithm on the IBM Quantum ComputersMandviwalla, Aamir / Ohshiro, Keita / Ji, Bo et al. | 2018
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Coupled IGMM-GANs for improved generative adversarial anomaly detectionGray, Kathryn / Smolyak, Daniel / Badirli, Sarkhan / Mohler, George et al. | 2018
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Performance Evaluation of a Differentially-private Neural Network for Cloud ComputingHoefer, Nathaniel D. / Salinas Monroy, Sergio A. et al. | 2018
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Privacy Preserving Fisher’s Exact Test on Genomic DataPoon, Anna / Jankly, Steve / Chen, Tingting et al. | 2018
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Personalized Colorectal Cancer Survivability Prediction with Machine Learning Methods*Li, Samuel / Razzaghi, Talayeh et al. | 2018
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Extracting the Security Features Implemented in a Bluetooth LE ConnectionRobles-Cordero, Angel M. / Zayas, William J. / Peker, Yesem Kurt et al. | 2018
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Transfer Learning with Deep CNNs for Gender Recognition and Age EstimationSmith, Philip / Chen, Cuixian et al. | 2018
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Preliminary Studies on a Large Face DatabaseYip, Benjamin / Bingham, Garrett / Kempfert, Katherine / Fabish, Jonathan / Kling, Troy / Chen, Cuixian / Wang, Yishi et al. | 2018
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Data-Driven Vessel Service Time Forecasting using Long Short-Term Memory Recurrent Neural NetworksAbualhaol, Ibrahim / Falcon, Rafael / Abielmona, Rami / Petriu, Emil et al. | 2018
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Improving Database Security with Pixel-based Granular EncryptionAydogan, Ahmet Furkan / Zhou, Bing et al. | 2018
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A Distributed Rough Set Theory Algorithm based on Locality Sensitive Hashing for an Efficient Big Data Pre-processingDagdia, Zaineb Chelly / Zarges, Christine / Beck, Gael / Azzag, Hanene / Lebbah, Mustapha et al. | 2018
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CoUPM: Correlated Utility-based Pattern MiningGan, Wensheng / Chun-Wei, Jerry / Chao, Han-Chieh / Hong, Tzung-Pei / Yu, Philip S. et al. | 2018
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Privacy Preserving Utility Mining: A SurveyGan, Wensheng / Chun-Wei, Jerry / Chao, Han-Chieh / Wang, Shyue-Liang / Yu, Philip S. et al. | 2018
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Reducing Database Scan in Maintaining Erasable Itemsets from Product DeletionHong, Tzung-Pei / Li, Chia-Che / Wang, Shyue-Liang / Lin, Jerry Chun-Wei et al. | 2018
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R2-D2: ColoR-inspired Convolutional NeuRal Network (CNN)-based AndroiD Malware DetectionsHuang, TonTon Hsien-De / Kao, Hung-Yu et al. | 2018
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Deep Similarity-Enhanced K Nearest NeighborsLe, Linh / Xie, Ying / Raghavan, Vijay V. et al. | 2018
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A Multi-Granular Relative Density Model for Class Noise DetectionLiang, Xiao / Xia, Shuyin / Liu, Qun / Liu, Yunsheng / Chen, Baiyun / Wang, Guoyin et al. | 2018
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Toward Machine Learning on Granulated Data – a Case of Compact Autoencoder-based Representations of Satellite ImagesPrzyborowski, Mateusz / Tajmajer, Tomasz / Grad, Lukasz / Janusz, Andrzej / Biczyk, Piotr / Slezak, Dominik et al. | 2018
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Similarity-based Detection of Fertile Days at OvuFriendSosnowski, Lukasz / Chaber, Wojciech / Milobedzki, Lukasz / Penza, Tomasz / Sosnowska, Jadwiga / Zaleski, Karol / Fedorowicz, Joanna / Szymusik, Iwona / Slezak, Dominik et al. | 2018
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From Hospital Big Data to Clinical Process: A Granular Computing ApproachTsumoto, Shusaku / Hirano, Shoji / Kimura, Tomohiro / Iwata, Haruko et al. | 2018
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A Soft Sensing Prediction Model of Superheat Degree in the Aluminum Electrolysis ProductionYu, Hong / Yang, Jisen / Chen, Xiaofang / Zou, Zhong / Wang, Guoyin / Sang, Tao et al. | 2018
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In-place Synchronisation of Hierarchical Archival DescriptionsBryant, Mike / Reijnhoudt, Linda / Simeonov, Boyan et al. | 2018
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A Case Study in Creating Transparency in Using Cultural Big Data: The Legacy of Slavery ProjectCox, Ryan / Shah, Sohan / Frederick, William / Nelson, Tammie / Thomas, Will / Jansen, Greg / Dibert, Noah / Kurtz, Michael / Marciano, Richard et al. | 2018
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Protecting Privacy in the Archives: Supervised Machine Learning and Born-Digital RecordsHutchinson, Tim et al. | 2018
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The Utility of Enterprise Architecture to Records and Archives SpecialistsKatuu, Dr. Shadrack et al. | 2018
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Measuring completeness as metadata quality metric in EuropeanaKiraly, Peter / Buchler, Marco et al. | 2018
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Computer-Assisted Appraisal and Selection of Archival MaterialsLee, Christopher A. et al. | 2018
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Automating the Detection of Personally Identifiable Information (PII) in Japanese-American WWII Incarceration Camp RecordsMarciano, Richard / Underwood, William / Hanaee, Mohammad / Mullane, Connor / Singh, Aakanksha / Tethong, Zayden et al. | 2018
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Framing the scope of the common data model for machine-actionable Data Management PlansMiksa, Tomasz / Cardoso, Joao / Borbinha, Jose et al. | 2018
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Stirring The Cauldron: Redefining Computational Archival Science (CAS) For The Big Data DomainPayne, Nathaniel et al. | 2018
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Computational Archival Practice: Towards A Theory for Archival EngineeringThibodeau, Kenneth et al. | 2018
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Introducing Computational Thinking into Archival Science EducationUnderwood, William / Weintrop, David / Kurtz, Michael / Marciano, Richard et al. | 2018
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Jupyter Notebooks for Generous Archive InterfacesWigham, Mari / Melgar, Liliana / Ordelman, Roeland et al. | 2018
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Big Data Augmentation with Data Warehouse: A SurveyAftab, Umar / Siddiqui, Ghazanfar Farooq et al. | 2018
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An Approach for Validating Quality of Datasets for Machine LearningDing, Junhua / Li, XinChuan et al. | 2018
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What is Good Feedback in Big Data Projects for Cyberinfrastructure Diffusion in e-Science?Kee, Kerk F. / McCain, Jamie C. et al. | 2018
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Will Deep Learning Change How Teams Execute Big Data Projects?Shamshurin, Ivan / Saltz, Jeffrey et al. | 2018
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A Variability-Aware Design Approach to the Data Analysis Modeling ProcessVale Tavares, Maria Cristina / Alencar, Paulo / Cowan, Donald et al. | 2018
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Improving Data Science Projects by Enriching Analytical Models with Domain KnowledgeZhang, Heng / Roy, Utpal / Saltz, Jeffrey et al. | 2018
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Retrofitting Word Embeddings with the UMLS Metathesaurus for Clinical Information ExtractionAlawad, Mohammed / Hasan, S.M. Shamimul / Blair Christian, J. / Tourassi, Georgia et al. | 2018
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Towards Biological Sequence Data Service with InsightsChen, Huaming / Shen, Jun / Wang, Lei / Chi, Chi-Hung et al. | 2018
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A Hybrid Approach to Identifying Key Factors in Environmental Health StudiesDong, Shi / Feric, Zlatan / Li, Xiangyu / Rahman, Sheikh Mokhlesur / Li, Guangyu / Wu, Chieh / Gu, April Z. / Dy, Jennifer / Kaeli, David / Meeker, John et al. | 2018
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Research Hypothesis Generation Using Link Prediction in a Bipartite GraphKim, Jung-Hun / Segev, Aviv et al. | 2018
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SPATIO-TEMPORAL CONVOLUTIONAL NEURAL NETWORK FOR ELDERLY FALL DETECTION IN DEPTH VIDEO CAMERASRahnemoonfar, Maryam / Alkittawi, Hend et al. | 2018
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Clinical Text Classification with Word Embedding Features vs. Bag-of-Words FeaturesShao, Yijun / Taylor, Stephanie / Marshall, Nell / Morioka, Craig / Zeng-Treitler, Qing et al. | 2018
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A Novel Deep Learning Pipeline to Analyze Temporal Clinical DataWorkman, T. Elizabeth / Hirezi, Michael / Trujillo-Rivera, Eduardo / Patel, Anita K. / Heneghan, Julia A. / Bost, James E. / Zeng-Treitler, Qing / Pollack, Murray et al. | 2018
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Using Candlestick Charting and Dynamic Time Warping for Data Behavior Modeling and Trend Prediction for MWSN in IoTAleman, Concepcion Sanchez / Pissinou, Niki / Alemany, Sheila / Kamhoua, Georges A. et al. | 2018
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DisPatch: Distributed Pattern Matching over Streaming Time SeriesHamooni, Hossein / Mueen, Abdullah et al. | 2018
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A Scalable and Robust Framework for Data Stream IngestionIsah, Haruna / Zulkernine, Farhana et al. | 2018
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Using Information in Access Logs for Large Scale Identity LinkageJalali, Leila / Kim, Sungchul / Krishnamoorthy, Narayanan / Biswas, Rahul et al. | 2018
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Distributed Real Time Link Prediction on Graph StreamsKatragadda, Satya / Gottumukkala, Raju / Pusala, Murali / Raghavan, Vijay / Wojtkiewicz, Jessica et al. | 2018
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A multi-dimensional extension of the Lightweight Temporal Compression methodLi, Bo / Sarbishei, Omid / Nourani, Hosein / Glatard, Tristan et al. | 2018
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Efficient Dynamic Time Warping for Big Data StreamsMartins, Rafael M. / Kerren, Andreas et al. | 2018
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Edge Computing architecture to support Real Time Analytic applications : A State-of-the-art within the application area of Smart Factory and Industry 4.0Trinks, Sebastian / Felden, Carsten et al. | 2018
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Streaming Algorithm for Big Data Logistic RegressionYang, Baijian / Wang, Mengyao / Xu, Zhenzhi / Zhang, Tonglin et al. | 2018
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Longitudinal Analysis of Linguistic flexibility of Value-motivated GroupsBoni, Mohammad Al / Green, Seth / Stiles, Megan / Harton, Katherine / Brown, Donald E. et al. | 2018
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An Encoding Technique for CNN-based Network Anomaly DetectionKim, Taejoon / Suh, Sang C. / Kim, Hyunjoo / Kim, Jonghyun / Kim, Jinoh et al. | 2018
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Inline Detection of Domain Generation Algorithms with Context-Sensitive Word EmbeddingsKoh, Joewie J. / Rhodes, Barton et al. | 2018
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Generating Interpretable Network Asset Clusters For Security AnalyticsLi, Anying / Lin, Derek et al. | 2018
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Detecting unmanaged and unauthorized devices on the network with long short-term memory networkLin, Derek / Tang, Baoming et al. | 2018
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TMIXT: A process flow for Transcribing MIXed handwritten and machine-printed TextMedhat, Fady / Mohammadi, Mahnaz / Jaf, Sardar / Willcocks, Chris G. / Breckon, Toby P. / Matthews, Peter / McGough, Andrew Stephen / Theodoropoulos, Georgios / Obara, Boguslaw et al. | 2018
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A Natural Language Processing Based Trend Analysis of Advanced Persistent Threat TechniquesNiakanlahiji, Amirreza / Wei, Jinpeng / Chu, Bei-Tseng et al. | 2018
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Cyberattack Prediction Through Public Text Analysis and Mini-TheoriesPerera, Ian / Hwang, Jena / Bayas, Kevin / Dorr, Bonnie / Wilks, Yorick et al. | 2018
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Analyzing Evolving Trends of Vulnerabilities in National Vulnerability DatabaseWilliams, Mark A. / Dey, Sumi / Barranco, Roberto Camacho / Naim, Sheikh Motahar / Hossain, M. Shahriar / Akbar, Monika et al. | 2018
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Mystiko—Blockchain Meets Big DataBANDARA, ERANGA / NG, WEE KEONG / DE ZOYSA, KASUN / FERNANDO, NEWTON / THARAKA, SUPUN / MAURAKIRINATHAN, P. / JAYASURIYA, NAMAL et al. | 2018
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Blockchain Based Log SystemHuang, Jiansen / Li, Hui / Zhang, Jiyang et al. | 2018
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Converging Blockchain and Social Business for Socio-Economic DevelopmentMukkamala, Raghava Rao / Vatrapu, Ravi / Ray, Pradeep Kumar / Sengupta, Gora / Halder, Sankar et al. | 2018
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Analyzing Digital Evidence Using Parallel k-means with Triangle Inequality on SparkChitrakar, Ambika Shrestha / Petrovic, Slobodan et al. | 2018
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File Toolkit for Selective Analysis & Reconstruction (FileTSAR) for Large-Scale NetworksHansen, Raymond A. / Seigfried-Spellar, Kathryn / Lee, Seunghee / Chowdhury, Siddarth / Abraham, Niveah / Springer, John / Yang, Baijian / Rogers, Marcus et al. | 2018
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A Decision Support System for Personality Based Phishing Susceptibility AnalysisPantic, Nicholas / Husain, Mohammad et al. | 2018
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Security Analysis of Mobile Money Applications on AndroidDarvish, Hesham / Husain, Mohammad et al. | 2018
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Identification of Attack-based Digital Forensic Evidences for WAMPAC SystemsIqbal, Asif / Mahmood, Farhan / Shalaginov, Andrii / Ekstedt, Mathias et al. | 2018
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Intelligent analysis of digital evidences in large-scale logs in power systems attributed to the attacksIqbal, Asif / Shalaginov, Andrii / Mahmood, Farhan et al. | 2018
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Towards Modelling Insiders Behaviour as Rare Behaviour to Detect Malicious RDBMS AccessKhan, Muhammad Imran / OrSullivan, Barry / Foley, Simon N. et al. | 2018
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Blockchain Evolution: from Bitcoin to Forensic in Smart GridsKotsiuba, Igor / Velykzhanin, Artem / Biloborodov, Oleg / Skarga-Bandurova, Inna / Biloborodova, Tetiana / Yanovich, Yury / Zhygulin, Viacheslav et al. | 2018
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Camera Model Identification Using Convolutional Neural NetworksKuzin, Artur / Fattakhov, Artur / Kibardin, Ilya / Iglovikov, Vladimir I. / Dautov, Ruslan et al. | 2018
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Detection and Characterization of Human Trafficking Networks Using Unsupervised Scalable Text Template MatchingLi, Lin / Simek, Olga / Lai, Angela / Daggett, Matthew / Dagli, Charlie K. / Jones, Cara et al. | 2018
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Visualizing the Impact of Severe Weather Disruptions to Air TransportationGlass, Cynthia A. / Davis, Lauren B. / Qu, Xiuli et al. | 2018
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A hybrid predictive model for high-frequency and multi-periodic data in call center of online travel agencyHou, Shufang / Gong, Zhicheng / Nie, Qiangqiang / Xiao, Quanwu / Tan, Yudong et al. | 2018
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An Intelligent Water Drops Algorithm to Supply-Demand Hub in Industrial Cluster Considering Transportation ModeKayvanfar, Vahid / Sheikh, Shaya / Komaki, G. M. et al. | 2018
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Artificial Intelligence and Deep Learning Applications for Automotive ManufacturingLuckow, Andre / Kennedy, Ken / Ziolkowski, Marcin / Djerekarov, Emil / Cook, Matthew / Duffy, Edward / Schleiss, Michael / Vorster, Bennie / Weill, Edwin / Kulshrestha, Ankit et al. | 2018
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Revenue Optimized Capacity Management for Integrators in Air Freight Industry Under UncertaintyPaul, Debdeep / Chi, Xu / Junxian, Song / Zeng, Jing et al. | 2018
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Identification of Traffic Accident Clusters using Kulldorff’s Space-Time Scan StatisticsSong, Junxian / Wen, Rong / Yan, Wenjing et al. | 2018
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Urban Dynamic Logistics Pattern Mining with 3D Convolutional Neural NetworkWen, Rong / Yan, Wenjing et al. | 2018
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Spatio-temporal Mining with Scene Data Integration for Urban Transportation NavigationWen, Rong / Yan, Wenjing et al. | 2018
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Forecast UPC-Level FMCG Demand, Part IV: Statistical EnsembleYang, Dazhi / Zhang, Allan N. et al. | 2018
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Performing literature review using text mining, Part III: Summarizing articles using TextRankYang, Dazhi / Zhang, Allan N. et al. | 2018
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Estimation of the economic impact of large-scale flooding in the Tokyo metropolitan areaYang, Shaofeng / Shibasaki, Ryosuke / Ogawa, Yoshiki / Ikeuchi, Koji / Akiyama, Yuki et al. | 2018
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The iEnvironment Platform: Developing an Open Science Software Platform for Integrated Environmental Monitoring and Modeling of Surface WaterAlencar, Paulo / Cowan, Donald / Mulholland, Doug et al. | 2018
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Scientific Visualization and Reproducibility for "Open" Environmental ScienceCushing, Judith Bayard / Lach, Denise / Zanocco, Chad / Halama, Jonathan et al. | 2018
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Toward Simple & Scalable 3D Cell TrackingFazli, Mojtaba S. / Vella, Stephen A. / Moreno, Silvia N. J. / Ward, Gary E. / Quinn, Shannon P. et al. | 2018
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Towards an Open (Data) Science Analytics-Hub for Reproducible Multi-Model Climate Analysis at ScaleFiore, Sandro / Elia, Donatello / Palazzo, Cosimo / DrAnca, Alessandro / Antonio, Fabrizio / Williams, Dean N. / Foster, Ian / Aloisio, Giovanni et al. | 2018
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MORF: A Framework for Predictive Modeling and Replication At Scale With Privacy-Restricted MOOC DataGardner, Josh / Brooks, Christopher / Andres, Juan Miguel / Baker, Ryan S. et al. | 2018
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Parallelizing Bayesian Knowledge Tracing Tool For Large-scale Online Learning AnalyticsPu, Yanjun / Wu, Wenjun / Han, Yong / Chen, Dengbo et al. | 2018
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Keynote: Automatic Segmentation and Quantification of TB Scale Volumetric Murine Brain Vasculature DataScott, Katherine / Vemuri, Venkata. N.P. / Jackson, Hunter et al. | 2018
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Detecting Anomalies in the LCLS WorkflowShachaf, Tal / Sim, Alexander / Wu, Kesheng / Kroeger, Wilko et al. | 2018
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Setting Up Your Public Data for SuccessTatman, Rachael et al. | 2018
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Automatic Segmentation and Quantification of TB Scale Volumetric Murine Brain Vasculature DataVemuri, Venkata. N.P. / Jackson, Hunter / Scott, Katherine et al. | 2018
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Unsupervised Threshold Autoencoder to Analyze and Understand Sentence ElementsDang, Xuan-Hong / Akella, Raji / Bahrami, Somaieh / Sheinin, Vadim / Zerfos, Petros et al. | 2018
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Smart Contracts: Legal ConsiderationsGilcrest, Jack / Carvalho, Arthur et al. | 2018
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An Empirical Study of the Application of Machine Learning and Keyword Terms Methodologies to Privilege-Document Review Projects in Legal MattersGronvall, Peter / Huber-Fliflet, Nathaniel / Zhang, Dr. Jianping / Keeling, Robert / Neary, Robert / Zhao, Dr. Haozhen et al. | 2018
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Empirical Evaluations of Seed Set Selection Strategies for Predictive CodingMahoney, Christian J. / Huber-Fliflet, Nathaniel / Jensen, Katie / Zhao, Dr. Haozhen / Neary, Robert / Ye, Shi et al. | 2018
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Break up the Family: Protocols for Efficient Recall-Oriented Retrieval Under Legally-Necessitated Dual ConstraintsPickens, Jeremy / Gricks, Thomas C. / Bye, Andrew et al. | 2018
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Technology Assisted Review of Images using Machine VisionSchoinas, Thanasis / Esbati, Diba et al. | 2018
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Empirical Study of Deep Learning for Text Classification in Legal Document ReviewWei, Fusheng / Qin, Han / Ye, Shi / Zhao, Haozhen et al. | 2018
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Adapting to Access Locality via Live Data Migration in Globally Distributed DatastoresCharapko, Aleksey / Ailijiang, Ailidani / Demirbas, Murat et al. | 2018
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Skew-Aware Collective Communication for MapReduce ShufflingDaikoku, Harunobu / Kawashima, Hideyuki / Tatebe, Osamu et al. | 2018
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Reliability Characterization of Solid State Drives in a Scalable Production DatacenterLiang, Shuwen / Qiao, Zhi / Hochstetler, Jacob / Huang, Song / Fu, Song / Shi, Weisong / Tiwari, Devesh / Chen, Hsing-Bung / Settlemyer, Bradley / Montoya, David et al. | 2018
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ACTOR: Active Cloud Storage with Energy-Efficient On-Drive Data ProcessingQiao, Zhi / Liang, Shuwen / Damera, Nandini / Fu, Song / Chen, Hsing-bung / Lang, Michael et al. | 2018
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Recurrent Movement of Relational Data Within a Hybrid CloudBauer, Daniel / Froese, Florian / Garces-Erice, Luis / Rooney, Sean / Urbanetz, Peter et al. | 2018
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Polypheny-DB: Towards a Distributed and Self-Adaptive PolystoreVogt, Marco / Stiemer, Alexander / Schuldt, Heiko et al. | 2018
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Adaptive Time, Monetary Cost Aware Query Optimization on Cloud Database SystemsWang, Chenxiao / Arani, Zach / Gruenwald, Le / d'Orazio, Laurent et al. | 2018
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RiSC: Quantifying change after natural disasters to estimate infrastructure damage with mobile phone dataAndrade, Xavier / Layedra, Fabricio / Vaca, Carmen / Cruz, Eduardo et al. | 2018
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Concept and Analysis of Information Spaces to improve Prediction-Based CompressionCayoglu, Ugur / Tristram, Frank / Meyer, Jorg / Kerzenmacher, Tobias / Braesicke, Peter / Streit, Achim et al. | 2018
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Accelerating Cross-Matching Operation of Geospatial Datasets using a CPU-GPU Hybrid PlatformGao, Chao / Baig, Furqan / Vo, Hoang / Zhu, Yangyang / Wang, Fusheng et al. | 2018
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Spatio-Temporal Multiple Geo-Location Identification on TwitterGhoorchian, Kambiz / Girdzijauskas, Sarunas et al. | 2018
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On Network Embedding for Machine Learning on Road Networks: A Case Study on the Danish Road NetworkJepsen, Tobias Skovgaard / Jensen, Christian S. / Nielsen, Thomas Dyhre / Torp, Kristian et al. | 2018
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Impact of Trajectory Segmentation on Discovering Trajectory Sequential PatternsKarsoum, Somayah / Gruenwald, Le / Leal, Eleazar et al. | 2018
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A data-driven impact evaluation of Hurricane Harvey from mobile phone dataMarzuoli, Aude / Liu, Fengmei et al. | 2018
- 3452
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Trajectory Cluster Lifecycle Analysis: An Evolutionary PerspectivePortugal, Ivens / Alencar, Paulo / Cowan, Donald et al. | 2018
- 3456
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Leveraging Spatio-Temporal Soccer Data to Define a Graphical Query Language for Game RecordingsRichly, Keven et al. | 2018
- 3464
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Semantic Segmentation of Complex Road Environments from Aerial Images Using Convolutional Neural NetworksSchweitzer, David / Agrawal, Rajeev et al. | 2018
- 3470
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Multi-Class Object Detection from Aerial Images Using Mask R-CNNSchweitzer, David / Agrawal, Rajeev et al. | 2018
- 3478
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A Practical Expert System with (Near) Real-Time Analysis of Large Spatial Sets of Air Traffic DataSidorov, Vasily / Ng, Wee Keong / Faisal Bin Mohamed Salleh, Mohamed et al. | 2018
- 3485
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Deriving Real-time City Crowd Flows by Heterogeneous Big Urban DataTang, Bo / Yang, Chuan / Xiang, Long / Zeng, Jian et al. | 2018
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Cyber-Physical Disaster Drill: Preliminary Results and Social Challenges of the First Attempts to Unify Human, ICT and AI in Disaster ResponseFulco, Flavia / Inoguchi, Munenari / Mikami, Tomoya et al. | 2018
- 3498
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A Task Assignment Method Considering Inclusiveness and Activity DegreeHashimoto, Hirotaka / Matsubara, Masaki / Shiraishi, Yuhki / Wakatsuki, Daisuke / Zhang, Jianwei / Morishima, Atsuyuki et al. | 2018
- 3504
-
Implementation of Effective Field Survey for Damaged Buildings under Harmonious Collaboration between Human and ICT - A Case Study of 2018 Hokkaido Eastern Iburi Earthquake -Inoguchi, Munenari / Tamura, Keiko / Horie, Kei / Hamamoto, Ryota / Hayashi, Haruo et al. | 2018
- 3510
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A Method to Collect Multi-view Images of High Importance Using Disaster Map and CrowdsourcingKobayashi, Koyo / Shishido, Hidehiko / Kameda, Yoshinari / Kitahara, Itaru et al. | 2018
- 3513
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Interactive Machine Learning by Visualization: A Small Data SolutionLi, Huang / Fang, Shiaofen / Mukhopadhyay, Snehasis / Saykin, Andrew J. / Shen, Li et al. | 2018
- 3522
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A Learning Effect by Presenting Machine Prediction as a Reference Answer in Self-correctionMatsubara, Masaki / Kobayashi, Masaki / Morishima, Atsuyuki et al. | 2018
- 3529
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Worker Classification based on Answer Pattern for Finding Typical Mistake PatternsMikami, Tomoya / Matsubara, Masaki / Harada, Takashi / Morishima, Atsuyuki et al. | 2018
- 3534
-
Toward Human-in-the-Loop Collaboration Between Software Engineers and Machine Learning AlgorithmsNascimento, Nathalia / Alencar, Paulo / Lucena, Carlos / Cowan, Donald et al. | 2018
- 3541
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Time-Lapse Image Generation using Image-Based Modeling by CrowdsourcingShishido, Hidehiko / Kawasaki, Emi / Ito, Yutaka / Kawamura, Youhei / Matsui, Toshiya / Kitahara, Itaru et al. | 2018
- 3543
-
Exploring the Potential of Modern Advanced Metering Infrastructure in Low-Voltage Grid Monitoring SystemsStefan, Maria / Lopez, Jose G. / Olsen, Rasmus L. et al. | 2018
- 3549
-
Toward Explainable Recommendations: Generating Review Text from Multicriteria Evaluation DataSuzuki, Takafumi / Oyama, Satoshi / Kurihara, Masahito et al. | 2018
- 3552
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A Cache-based Approach to Dynamic Switching between Different Dataflows in CrowdsourcingSuzuki, Yusuke / Matsubara, Masaki / Tajima, Keishi / Amagasa, Toshiyuki / Morishima, Atsuyuki et al. | 2018
- 3555
-
Realization of Effective Team Management Collaborating between Cloud-based System and On-site Human Activities - A Case Study of Building Damage Inspection at 2018 Hokkaido Eastern Iburi EQ-Tamura, Keiko / Inoguchi, Munenari / Horie, Kei / Hamamoto, Ryota / Hayashi, Haruo et al. | 2018
- 3560
-
Finding Evidences by CrowdsourcingWijerathna, Nadeesha / Matsubara, Masaki / Morishima, Atsuyuki et al. | 2018
- 3564
-
A Case Study on Start-up of Dataset Construction: In Case of Recipe Named Entity CorpusYamakata, Yoko / Tajima, Keishi / Mori, Shinsuke et al. | 2018
- 3568
-
Identification of Important Images for Understanding Web PagesZhong, Ying / Matsubara, Masaki / Morishima, Atsuyuki et al. | 2018
- 3575
-
Using Cartograms to Visualize Population Normalized Big-Data SetsBreitzman, Anthony et al. | 2018
- 3581
-
Visual computation and simulation of path loss effects on tactical networks in urban canyonDasari, Venkat / Brown, Scott E. / Alexander, David M. / Perry, Vince / Su, Simon et al. | 2018
- 3585
-
Application of Comprehensive Data Analysis for Interactive, Hierarchical Views of HPC WorkloadsDwyer, Matthew / Hwang, John / Shires, Alexander / Cohen, Jacob et al. | 2018
- 3590
-
Using Big Data Analytics to Create a Predictive Model for Joint Strike FighterNorman, Ryan / Bolin, Jason / Powell, Edward T. / Amin, Sanket / Nacker, John et al. | 2018
- 3597
-
Visually Analyzing A Billion Tweets: An Application for Collaborative Visual Analytics on Large High-Resolution DisplaySu, Simon / An, Michael / Perry, Vincent / Jia, Jianfeng / Kim, Taewoo / Chen, Te-Yu / Li, Chen et al. | 2018
- 3607
-
Visual Analytics for Real-Time Flight Behavior Threat AssessmentSun, Bo Beth / Zielonka, Eric / Fritz, Aleksandr / Schofield, Matthew / Ringel, Brennan / Armstrong, Brendan / Ho, Shen-Shyang / Breitzman, Anthony / Snouffer, Jason / Kirschner, Jean et al. | 2018
- 3613
-
A Proposal of Scalable and Performing Implementation of Algorithms forAnomaly and Community DetectionSylla, Yaya / Morizet-Mahoudeaux, Pierre et al. | 2018
- 3622
-
Characterizing Twitter Users: : What do Samantha Cristoforetti, Barack Obama and Britney Spears Have in Common?Antelmi, Alessia / Malandrino, Delfina / Scarano, Vittorio et al. | 2018
- 3628
-
Landmark Seasonal Travel Distribution and Activity Prediction Based on Language-specific AnalysisBao, Siya / Yanagisawa, Masao / Togawa, Nozomu et al. | 2018
- 3638
-
Is Data Collection through Twitter Streaming API Useful for Academic Research?Campan, Alina / Atnafu, Tobel / Truta, Traian Marius / Nolan, Joseph et al. | 2018
- 3644
-
Will Sentiments in Comments Influence Online Video Popularity?Chang, Wei-Lun et al. | 2018
- 3647
-
HealthTvizer: Exploring Health Awareness in Twitter Data through Coordinated Multiple ViewsDang, Tommy / Nguyen, Ngan V. T. / Pham, Vung et al. | 2018
- 3656
-
Social Interaction ModelFlesch, Benjamin Johannes et al. | 2018
- 3659
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Influence of online news features on user behavior for new mediaHu, Hsiao-Wei / Tsay, Yuan-Kuang / Peng, Chi-Yuan et al. | 2018
- 3665
-
Do the Communities We Choose Shape our Political Beliefs? A Study of the Politicization of Topics in Online Social GroupsKane, Benjamin / Luo, Jiebo et al. | 2018
- 3672
-
Detecting Fake Accounts on Social MediaKhaled, Sarah / El-Tazi, Neamat / Mokhtar, Hoda M. O. et al. | 2018
- 3682
-
Calibrating User Bias In Sentiment Estimation From Social MediaKangaslahti, Sara / Kumar, Anoop et al. | 2018
- 3691
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SMAS: An Investor-Oriented Social Media Analysis System for MoviesLiu, Zheng / Chen, Kejia / Qu, Yanwen / Guo, Shuting / Liu, Chiyu / Jia, Chengbin et al. | 2018
- 3695
-
SMERC: Social media event response clustering using textual and temporal informationMathews, Peter / Gray, Caitlin / Mitchell, Lewis / Nguyen, Giang T. / Bean, Nigel G. et al. | 2018
- 3701
-
Attributed Multi-layer Network EmbeddingPei, Zhongyue / Zhang, Xi / Zhang, Fangwei / Fang, Binxing et al. | 2018
- 3711
-
Unsupervised domain-agnostic identification of product names in social media postsPogrebnyakov, Nicolai et al. | 2018
- 3717
-
Islands of Interest: Mining Concentrations of User Search Intent over e-Commerce Product CategoriesPradhan, Neeraj / Deolalikar, Vinay / Singh, Deependra et al. | 2018
- 3723
-
Heatflip: Temporal-Spatial Sampling for Progressive Heat Maps on Social Media DataStoehr, Niklas / Meyer, Johannes / Markl, Volker / Bai, Qiushi / Kim, Taewoo / Chen, De-Yu / Li, Chen et al. | 2018
- 3733
-
Harnessing the Nature of Spam in Scalable Online Social Spam DetectionXu, Hailu / Guan, Boyuan / Liu, Pinchao / Escudero, William / Hu, Liting et al. | 2018
- 3737
-
Temporal Graph Offset Reconstruction: Towards Temporally Robust Graph Representation LearningBonner, Stephen / Brennan, John / Kureshi, Ibad / Theodoropoulos, Georgios / McGough, Andrew Stephen / Obara, Boguslaw et al. | 2018
- 3747
-
Learning Embedding Space for Clustering From Deep RepresentationsDahal, Paras et al. | 2018
- 3756
-
Segmentation of Time Series in Improving Dynamic Time WarpingMa, Ruizhe / Ahmadzadeh, Azim / Boubrahimi, Soukaina Filali / Angryk, Rafal A. et al. | 2018
- 3762
-
dynnode2vec: Scalable Dynamic Network EmbeddingMahdavi, Sedigheh / Khoshraftar, Shima / An, Aijun et al. | 2018
- 3766
-
Divide-and-Conquer Kronecker Product Decomposition for Memory-Efficient Graph ApproximationMaringanti, Venkata Suhas / Shao, Ming et al. | 2018
- 3774
-
Trustworthy data processing for health analytics tasksMoutselos, Konstantinos / Kyriazis, Dimosthenis / Diamantopoulou, Vasiliki / Maglogiannis, Ilias et al. | 2018
- 3780
-
Subspace Clustering of Very Sparse High-Dimensional DataPeng, Hankui / Pavlidis, Nicos / Eckley, Idris / Tsalamanis, Ioannis et al. | 2018
- 3784
-
Analysis of large sparse graphs using regular decomposition of graph distance matricesReittu, Hannu / Leskela, Lasse / Raty, Tomi / Fiorucci, Marco et al. | 2018
- 3793
-
Automating Relevance Banding in e-Commerce Search using Click ModelSingh, Deependra / Deolalikar, Vinay et al. | 2018
- 3798
-
An Integrative Analysis of Time-varying Regulatory Networks From High-dimensional DataWang, Zi / Guo, Yun / Gong, Haijun et al. | 2018
- 3808
-
In-memory Blockchain: Toward Efficient and Trustworthy Data Provenance for HPC SystemsAl-Mamun, Abdullah / Li, Tonglin / Sadoghi, Mohammad / Zhao, Dongfang et al. | 2018
- 3814
-
Blockchain Based Provenance Sharing of Scientific WorkflowsChen, Wanghu / Liang, Xiaoyan / Li, Jing / Qin, Hongwu / Mu, Yuxiang / Wang, Jianwu et al. | 2018
- 3821
-
A Study of Exact Ridge Regression for Big DataChiang, Wanchih / Liu, Xiang / Zhang, Tonglin / Yang, Baijian et al. | 2018
- 3831
-
Big data storage technologies: a case study for web-based LiDAR visualizationDeibe, David / Amor, Margarita / Doallo, Ramon et al. | 2018
- 3841
-
Achieving Horizontal Scalability in Density-based Clustering for URLsFaroughi, Azadeh / Javidan, Reza / Mellia, Marco / Morichetta, Andrea / Soro, Francesca / Trevisan, Martino et al. | 2018
- 3847
-
Hoagie: A Database and Workload Generator using Published SpecificationsGhandeharizadeh, Shahram / Huang, Haoyu et al. | 2018
- 3853
-
A Flexible-blocking Based Approach for Performance Tuning of Matrix Multiplication Routines for Large Matrices with Edge CasesHossain, Md Mosharaf / Hines, Thomas M. / Ghafoor, Sheikh K. / Rabiul Islam, Sheikh / Kannan, Ramakrishnan / Sukumar, Sreenivas R. et al. | 2018
- 3863
-
Enhancing the Scalability and Performance of Iterative Graph Algorithms on Apache StormJayasekara, Sachini / Karunasekera, Shanika / Harwood, Aaron et al. | 2018
- 3873
-
Predicting the Computational Cost of Deep Learning ModelsJustus, Daniel / Brennan, John / Bonner, Stephen / McGough, Andrew Stephen et al. | 2018
- 3883
-
An efficient multi-objective genetic algorithm for cloud computing: NSGA-GLe, Trung-Dung / Kantere, Verena / drOrazio, Laurent et al. | 2018
- 3889
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Key based Deep Data Locality on HadoopLee, Sungchul / Jo, Ju-Yeon / Kim, Yoohwan et al. | 2018
- 3899
-
Toward Scalable Analysis of Multidimensional Scientific Data: A Case Study of Electrode ArraysNiu, Ye / Al-Mamun, Abdullah / Lin, Hui / Li, Tonglin / Zhao, Yi / Zhao, Dongfang et al. | 2018
- 3905
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Deep Learning for Enhancing Fault Tolerant Capabilities of Scientific WorkflowsSingh, Alok / Altintas, Ilkay / Schram, Malachi / Tallent, Nathan et al. | 2018