Towards a requirements engineering artefact model in the context of big data software development projects: Research in progress (Englisch)
- Neue Suche nach: Arruda, Darlan
- Neue Suche nach: Madhavji, Nazim H.
- Neue Suche nach: Arruda, Darlan
- Neue Suche nach: Madhavji, Nazim H.
In:
2017 IEEE International Conference on Big Data (Big Data)
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2314-2319
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2017
- Aufsatz (Konferenz) / Elektronische Ressource
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Titel:Towards a requirements engineering artefact model in the context of big data software development projects: Research in progress
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Beteiligte:Arruda, Darlan ( Autor:in ) / Madhavji, Nazim H. ( Autor:in )
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Erschienen in:
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Verlag:
- Neue Suche nach: IEEE
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Erscheinungsdatum:01.12.2017
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Format / Umfang:416330 byte
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ISBN:
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DOI:
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Medientyp:Aufsatz (Konferenz)
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Format:Elektronische Ressource
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Sprache:Englisch
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Datenquelle:
Inhaltsverzeichnis Konferenzband
Die Inhaltsverzeichnisse werden automatisch erzeugt und basieren auf den im Index des TIB-Portals verfügbaren Einzelnachweisen der enthaltenen Beiträge. Die Anzeige der Inhaltsverzeichnisse kann daher unvollständig oder lückenhaft sein.
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Committee members| 2017
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[Copyright notice]| 2017
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IEEE Big Data 2017 welcome message from the organizers| 2017
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Program committee| 2017
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Preflight report| 2017
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Author index| 2017
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[Front cover]| 2017
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A study of a video analysis framework using Kafka and spark streamingIchinose, Ayae / Takefusa, Atsuko / Nakada, Hidemoto / Oguchi, Masato et al. | 2017
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Towards a unified storage and ingestion architecture for stream processingMarcu, Ovidiu-Cristian / Costan, Alexandru / Antoniu, Gabriel / Perez-Hernandez, Maria S. / Tudoran, Radu / Bortoli, Stefano / Nicolae, Bogdan et al. | 2017
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Smart distributed query execution over data streamsShaikh, Salman Ahmed / Kitagawa, Hiroyuki et al. | 2017
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RASP: Real-time network analytics with distributed NoSQL stream processingTouloupas, Georgios / Konstantinou, Ioannis / Koziris, Nectarios et al. | 2017
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Predicting concept drift via dynamic Naïve BayesZhao, Qian / Klaue, Christian / Lai, Chih et al. | 2017
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Leveraging distributed big data storage support in CLAaaS for WINGS workflow management systemAlghamdi, Hadeel / Zulkernine, Farhana / Martin, Patrick et al. | 2017
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Online machine learning for cloud resource provisioning of microservice backend systemsAlipour, Hanieh / Liu, Yan et al. | 2017
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Trilogy: Data placement to improve performance and robustness of cloud computingHsu, Chin-Jung / Freeh, Vincent W. / Villanustre, Flavio et al. | 2017
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Closing the loop — Finding lung cancer patients using NLPKarunakaran, Bipin / Misra, Debdipto / Marshall, Kyle / Mathrawala, Dhruv / Kethireddy, Shravan et al. | 2017
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Uncovering the evolution history of data lakesKlettke, Meike / Awolin, Hannes / Storl, Uta / Muller, Daniel / Scherzinger, Stefanie et al. | 2017
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Highly consolidated servers with container-based virtualizationKon, Joichiro / Mizusawa, Naoki / Umezawa, Ayaka / Yamaguchi, Saneyasu / Tao, Jian et al. | 2017
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Dynamic data transformation for low latency querying in big data systemsOrdonez-Ante, Leandro / Vanhove, Thomas / Van Seghbroeck, Gregory / Wauters, Tim / Volckaert, Bruno / De Turck, Filip et al. | 2017
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Icarus: Towards a multistore database systemVogt, Marco / Stiemer, Alexander / Schuldt, Heiko et al. | 2017
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Improving user interaction in mobile-cloud database query processingWang, Chenxiao / Arenson, Jason / Helff, Florian / Gruenwald, Le / d'Orazio, Laurent et al. | 2017
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Understanding and improving disk-based intermediate data caching in SparkZhang, Kaihui / Tanimura, Yusuke / Nakada, Hidemoto / Ogawa, Hirotaka et al. | 2017
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Improving the functionality of tamura directionality on solar imagesAhmadzadeh, Azim / Kempton, Dustin J. / Schuh, Michael A. / Angryk, Rafal A. et al. | 2017
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Parallel computation of magnetic field parameters from HMI active region patchesBasodi, Sunitha / Aydin, Berkay / Angryk, Rafal A. et al. | 2017
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On the prediction of >100 MeV solar energetic particle events using GOES satellite dataBoubrahimi, Soukaina Filali / Aydin, Berkay / Martens, Petrus / Angryk, Rafal et al. | 2017
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A time series classification-based approach for solar flare predictionHamdi, Shah Muhammad / Kempton, Dustin / Ma, Ruizhe / Boubrahimi, Soukaina Filali / Angryk, Rafal A. et al. | 2017
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Multi-wavelength solar event detection using faster R-CNNKucuk, Ahmet / Aydin, Berkay / Angryk, Rafal et al. | 2017
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Improving expectation maximization algorithm over stellar dataKurban, Hasan / Kockan, Can / Jenne, Mark / Dalkilic, Mehmet M. et al. | 2017
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Solar flare prediction using multivariate time series decision treesMa, Ruizhe / Boubrahimi, Soukaina Filali / Hamdi, Shah Muhammad / Angryk, Rafal A. et al. | 2017
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Accelerating scientific algorithms in array databases with GPUsMarcin, Simon / Csillaghy, Andre et al. | 2017
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Identifying and mitigating risks to the quality of open data in the post-truth eraColborne, Adrienne / Smit, Michael et al. | 2017
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Generative adversarial networks for increasing the veracity of big dataDering, Matthew L. / Tucker, Conrad S. et al. | 2017
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Augmentation and evaluation of training data for deep learningDing, Junhua / Li, XinChuan / Gudivada, Venkat N. et al. | 2017
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Is data quality enough for a clinical decision?: Apply machine learning and avoid biasHee, Kim et al. | 2017
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Data quality challenges with missing values and mixed types in joint sequence analysisLazar, Alina / Jin, Ling / Spurlock, C. Anna / Wu, Kesheng / Sim, Alex et al. | 2017
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Improving data quality through high precision gender categorizationMuller, Daniel / Te, Yiea-Funk / Jain, Pratiksha et al. | 2017
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Collapsing corporate confusion: Leveraging network structures for effective entity resolution in relational corporate dataMarple, Tim / Desmarais, Bruce / Young, Kevin L et al. | 2017
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Toward data quality analytics in signature verification using a convolutional neural networkTayeb, Shahab / Pirouz, Matin / Cozzens, Brittany / Huang, Richard / Jay, Maxwell / Khembunjong, Kyle / Paliskara, Sahan / Zhan, Felix / Zhang, Mark / Zhan, Justin et al. | 2017
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An improved P2P file system scheme based on IPFS and BlockchainChen, Yongle / Li, Hui / Li, Kejiao / Zhang, Jiyang et al. | 2017
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The architecture of distributed storage system under mimic defense theoryLi, Hui / Hu, Jiawei / Ma, Huajun / Huang, Ting et al. | 2017
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A scheduling strategy based on multi-queues of CassandraLi, Haopeng / Li, Hui et al. | 2017
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MDFS: A mimic defense theory based architecture for distributed file systemLin, Zhili / Li, Kedan / Hou, Hanxu / Yang, Xin / Li, Hui et al. | 2017
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On the implementation of BRS codes in CephZhang, Jiyang / Hou, Hanxu / Li, Kedan / Li, Hui et al. | 2017
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Detecting polarization in ratings: An automated pipeline and a preliminary quantification on several benchmark data setsBadami, Mahsa / Nasraoui, Olfa / Sun, Welong / Shafto, Patrick et al. | 2017
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Evaluating the quality of graph embeddings via topological feature reconstructionBonner, Stephen / Brennan, John / Kureshi, Ibad / Theodoropoulos, Georgios / McGough, Andrew Stephen / Obara, Boguslaw et al. | 2017
- 2701
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Using sentiment analysis to explore the degree of risk in sharing economyChang, Wei-Lun et al. | 2017
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PSEISMIC: A personalized self-exciting point process model for predicting tweet popularityChen, Hsin-Yu / Li, Cheng-Te et al. | 2017
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Detection of profile injection attacks in social recommender systems using outlier analysisDavoudi, Anahita / Chatterjee, Mainak et al. | 2017
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A big social media data study of the 2017 german federal election based on social set analysis of political party Facebook pages with SoSeViFlesch, Benjamin / Vatrapu, Ravi / Mukkamala, Raghava Rao et al. | 2017
- 2730
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Using an asset price bubble model in tweet analyticsGeorge, K.M. et al. | 2017
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Topic life cycle extraction from big Twitter data based on community detection in bipartite networksHashimoto, Takako / Okamoto, Hiroshi / Kuboyama, Tetsuji / Shin, Kilho et al. | 2017
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Ticket-purchase behavior under the effects of marketing campaigns on facebook fan pagesHu, Hsiao-Wei / Cheng, Ching-Han / Chung, Yun-Chu / Lee, Chia-Yu et al. | 2017
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Language identification in multilingual, short and noisy texts using common N-gramsKosmajac, Dijana / Keselj, Vlado et al. | 2017
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Characterization of daily tourism behaviors based on place sequence analysis from photo sharing websitesLoiseau, Thomas-Joseph / Djebali, Sonia / Raimbault, Thomas / Branchet, Berengere / Chareyron, Gael et al. | 2017
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Digital content recommendation system using implicit feedback dataWu, Gang / Swaminathan, Viswanathan / Mitra, Saayan / Kumar, Ratnesh et al. | 2017
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Big social data analytics for public health: Comparative methods study and performance indicators of health care content on FacebookStraton, Nadiya / Mukkamala, Raghava Rao / Vatrapu, Ravi et al. | 2017
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Outbound behavior analysis through social network data: A case study of Chinese people in JapanXia, Tianqi / Song, Xuan / Huang, Dou / Miyazawa, Satoshi / Fan, Zipei / Jiang, Renhe / Shibasaki, Ryosuke et al. | 2017
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Towards online graph processing with spark streamingAbughofa, Tariq / Zulkernine, Farhana et al. | 2017
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SUDS: System for uncertainty decision supportde Boer, Maaike / Nouwt, Barry / van Bekkum, Michael et al. | 2017
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Big data processing: Is there a framework suitable for economists and statisticians?Bruno, Giuseppe / Condello, Demetrio / Falzone, Alberto / Luciani, Andrea et al. | 2017
- 2812
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A performance study of AsterixDBOuaknine, Keren / Carey, Michael et al. | 2017
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Plug and play bench: Simplifying big data benchmarking using containersCeesay, Sheriffo / Barker, Adam / Varghese, Blesson et al. | 2017
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Enhancing the MapReduce training of BP neural networks based on local weight matrix evolutionChen, Wanghu / Li, Xintian / Li, Jing / Wang, Jianwu et al. | 2017
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CloudEC: A MapReduce-based algorithm for correcting errors in next-generation sequencing big dataChung, Wei-Chun / Ho, Jan-Ming / Lin, Chung-Yen / Lee, D. T. et al. | 2017
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Quantifying volume, velocity, and variety to support (Big) data-intensive application developmentDautov, Rustem / Distefano, Salvatore et al. | 2017
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Tula: A disk latency aware balancing and block placement strategy for HadoopDharanipragada, Janakiram / Padala, Srikant / Kammili, Balaji / Kumar, Vikram et al. | 2017
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Efficient incremental data analytics with apache sparkGholamian, Sina / Golab, Wojciech / Ward, Paul A. S. et al. | 2017
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A comparison of big data application programming approaches: A travel companion case studyGuo, Pei / Wang, Jianwu / Chen, Zhiyuan et al. | 2017
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Adaptive scalable pipelines for political event data generationHalterman, Andrew / Irvine, Jill / Landis, Manar / Jalla, Phanindra / Liang, Yan / Grant, Christan / Solaimani, Mohiuddin et al. | 2017
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Imbalance in the cloud: An analysis on Alibaba cluster traceLu, Chengzhi / Ye, Kejiang / Xu, Guoyao / Xu, Cheng-Zhong / Bai, Tongxin et al. | 2017
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Scaling point set registration in 3D across thread counts on multicore and hardware accelerator platforms through autotuning for large scale analysis of scientific point cloudsLuszczek, Piotr / Kurzak, Jakub / Yamazaki, Ichitaro / Keffer, David / Dongarra, Jack et al. | 2017
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Performance evaluation of multiple sports player tracking system based on graph optimizationNishikawa, Yuri / Sato, Hitoshi / Ozawa, Jun et al. | 2017
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A performance study of big data analytics platformsPirzadeh, Pouria / Carey, Michael / Westmann, Till et al. | 2017
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Schema design support for semi-structured data: Finding the sweet spot between NF and De-NFReniers, Vincent / Van Landuyt, Dimitri / Rafique, Ansar / Joosen, Wouter et al. | 2017
- 2931
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A novel compression algorithm decision method for spark shuffle processHuang, Shanshan / Xu, Jungang / Liu, Renfeng / Liao, Husheng et al. | 2017
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ECL-watch: A big data application performance tuning tool in the HPCC systems platformXu, Lili / Muharemagic, Edin / Apon, Amy et al. | 2017
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Finding the best box-cox transformation from massive datasets on sparkFang, Huayi / Yang, Baijian / Zhang, Tonglin et al. | 2017
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Community-based self generation of policies and processes for assets: Concepts and research directionsBertino, Elisa / de Mel, Geeth / Russo, Alessandra / Calo, Seraphin / Verma, Dinesh et al. | 2017
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Research challenges in dynamic policy-based autonomous securityCalo, Seraphin / Lupu, Emil / Bertino, Elisa / Arunkumar, Saritha / Cirincione, Gregory / Rivera, Brian / Cullen, Alan et al. | 2017
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My (fair) big dataCatarci, Tiziana / Scannapieco, Monica / Console, Marco / Demetrescu, Camil et al. | 2017
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LightSpy: Optical eavesdropping on displays using light sensors on mobile devicesChakraborty, Supriyo / Ouyang, Wentao / Srivastava, Mani et al. | 2017
- 2990
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Combining semantic web and IoT to reason with health and safety policiesGoynugur, Emre / Sensoy, Murat / de Mel, Geeth et al. | 2017
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Improving data sharing in data rich environmentsKarafili, Erisa / Lupu, Emil C. / Cullen, Alan / Williams, Bill / Arunkumar, Saritha / Calo, Seraphin et al. | 2017
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Identifying sensor accesses from service descriptionsPalit, Antara / Srivatsa, Mudhakar / Ganti, Raghu / Simpkin, Christopher et al. | 2017
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Edge computing architecture for applying AI to IoTCalo, Seraphin B. / Touna, Maroun / Verma, Dinesh C. / Cullen, Alan et al. | 2017
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Policy enabled caching for distributed AIVerma, Dinesh C. / Bent, Graham et al. | 2017
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Case: Big geosciences data validation challenges and achievementsAl-Ajmi, Hussain Z. et al. | 2017
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Why-Diff: Explaining differences amongst similar workflow runs by exploiting scientific metadataThavasimani, Priyaa / Cala, Jacek / Missier, Paolo et al. | 2017
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Using machine learning methods to identify atrocity perpetratorsBagozzi, Benjamin E. / Koren, Ore et al. | 2017
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Comparison between spatial distributions of tweet base and population in JapanFujimoto, Shouji / Ishikawa, Atushi / Mizuno, Takayuki et al. | 2017
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Evaluating funding programs through network centrality measures of co-author networks of technical papersFujita, Masanori / Inoue, Hiroto / Terano, Takao et al. | 2017
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Analysis of twitter messages about the osaka metropolis plan in JapanHayashi, Kouki / Umehara, Eiichi / Ogawa, Yuuki et al. | 2017
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Analyzing regional characteristics of living activities of elderly people from large survey data with probabilistic latent spatial semantic structure modelingIde, Ayae / Yamashita, Kazuya / Motomura, Yoichi / Terano, Takao et al. | 2017
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Position-sensitive propagation of information on social media using social physics approachIshii, Akira / Mizuno, Takayuki / Kawahata, Yasuko et al. | 2017
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Time dependent analysis of financial networks using supervised latent feature relational modelsIto, Shotaro / Eguchi, Koji et al. | 2017
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A statistical analysis of behavioral bursts occurring in a social networking gameMurase, Mitsuki / Takano, Masanori / Suzuki, Reiji / Arita, Takaya et al. | 2017
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Bias reduction of peer influence effects with latent coordinates and community membershipRajchwald, Daniel / Markuzon, Natasha / Airoldi, Edoardo et al. | 2017
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Cross-national measurement of polarization in political discourse: Analyzing floor debate in the U.S. the Japanese legislaturesSakamoto, Takuto / Takikawa, Hiroki et al. | 2017
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Mining social media for disaster management: Leveraging social media data for community recoveryShibuya, Yuya et al. | 2017
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When do users change their profile information on twitter?Shima, Jinsei / Yoshida, Mitsuo / Umemura, Kyoji et al. | 2017
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Facebook and public health: A study to understand facebook post performance with organizations' strategyStraton, Nadiya / Vatrapu, Ravi / Mukkamala, Raghava Rao et al. | 2017
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Develop method to predict the increase in the Nikkei VI indexSuwa, Hirohiko / Ogawa, Yuki / Umehara, Eiichi / Kakigi, Kento / Yasumoto, Keiichi / Yamashita, Tatsuo / Tsubouchi, Kota et al. | 2017
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Analysis of the changes in listening trends of a music streaming serviceTakano, Masanori / Mizukami, Hiroki / Toriumi, Fujio / Takeuchi, Makoto / Wada, Kazuya / Yasuda, Masahiro / Fukiida, Ichiro et al. | 2017
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Political polarization in social media: Analysis of the “Twitter political field” in JapanTakikawa, Hiroki / Nagayoshi, Kikuko et al. | 2017
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Analysis of EXILE TRIBE in the music scene using mathematical model of hit phenomenonWakabayashi, Toshimichi / Kawahata, Yasuko / Ishii, Akira et al. | 2017
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Relationships between market impact characteristics and order book propertiesYamada, Kenta / Mizuno, Takayuki et al. | 2017
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Detecting two types of seasonal words using simple autocorrelation analysisYamada, Kenta et al. | 2017
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Inference of personal attributes from tweets using machine learningYo, Take / Sasahara, Kazutoshi et al. | 2017
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Managing massive multi-dimensional array data with TileDB: — Invited demo paperBolewski, Jacob / Papadopoulos, Stavros et al. | 2017
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Generating polystore ingestion plans — A demonstration with the AWESOME systemDasgupta, Subhasis / McKay, Charles / Gupta, Amarnath et al. | 2017
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Polystore mathematics of relational algebraJananthan, Hayden / Zhou, Ziqi / Gadepally, Vijay / Hutchison, Dylan / Kim, Suna / Kepner, Jeremy et al. | 2017
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Querying web polystoresKhan, Yasar / Zimmermann, Antoine / Jha, AlokKumar / Rebholz-Schuhmann, Dietrich / Sahay, Ratnesh et al. | 2017
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A novel object placement protocol for minimizing the average response time of get operations in distributed key-value storesMakris, Antonios / Tserpes, Konstantinos / Anagnostopoulos, Dimosthenis et al. | 2017
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SciDB: An array-native computational database for heterogeneous, multi-dimensional data setsRivers, Jonathan et al. | 2017
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Enabling query processing across heterogeneous data models: A surveyTan, Ran / Chirkova, Rada / Gadepally, Vijay / Mattson, Timothy G. et al. | 2017
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An apache calcite-based polystore variation for federated querying of heterogeneous healthcare sourcesVajantri, Ashwin Kumar / Deep Singh Toor, Kunwar / Begoli, Edmon / Bates, Jack et al. | 2017
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A detection mechanism with text mining cross correlation approachLuis, Jose / Cusumano, Guerrero et al. | 2017
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Text mining analysis of wind turbine accidents: An ontology-based frameworkErtek, Gurdal / Chi, Xu / Zhang, Allan N. / Asian, Sobhan et al. | 2017
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A model for analysing a disrupted supply chain's time-to-recovery under uncertaintyLee, A. J. L. / Paul, D. / Yan, W. J. / Zhang, A. N. / Goh, Mark et al. | 2017
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Application of deep neural network and generative adversarial network to industrial maintenance: A case study of induction motor fault detectionLee, Yong Oh / Jo, Jun / Hwang, Jongwoon et al. | 2017
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Learning automata based method for solving demand and supply problem with periodic behaviorsLu, Haoye / Srinivasan, Anand / Nayak, Amiya et al. | 2017
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Forecast and analysis of food donations using support vector regressionPugh, Nigel / Davis, Lauren B. et al. | 2017
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Association analysis of supply chain risk and company salesTunc, Murat Mustafa / Valcov, Alexandru / Zhang, Allan N. / Yan, Wenjing / Wen, Rong et al. | 2017
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Adaptive spatio-temporal mining for route planning and travel time estimationWen, Rong / Yan, Wenjing / Zhang, Allan N. et al. | 2017
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Streaming analytics processing in manufacturing performance monitoring and predictionWu, Yi-Hsin / Wang, Sheng-De / Chen, Li-Jung / Yu, Cheng-Juei et al. | 2017
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Performing literature review using text mining, Part I: Retrieving technology infrastructure using Google Scholar and APIsYang, Dazhi / Zhang, Allan N. / Yan, Wenjing et al. | 2017
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Performing literature review using text mining, Part II: Expanding domain knowledge with abbreviation identificationYang, Dazhi / Hong, Jihoon et al. | 2017
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GPU-based parallel algorithm for generating massive scale-free networks using the preferential attachment modelAlam, Maksudul / Perumalla, Kalyan S. et al. | 2017
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A parallel algorithm for generating a random graph with a prescribed degree sequenceBhuiyan, Hasanuzzaman / Khan, Maleq / Marathe, Madhav et al. | 2017
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Discovering interesting patterns in large graph cubesDemesmaeker, Florian / Ghrab, Amine / Nijssen, Siegfried / Skhiri, Sabri et al. | 2017
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Distributed memory parallel Markov random fields using graph partitioningHeinemann, C. / Perciano, T. / Ushizima, D. / Bethel, E. W. et al. | 2017
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A generalized incremental bottom-up community detection framework for highly dynamic graphsLiu, Weiyi / Suzumura, Toyotaro / Chen, Lingli / Hu, Guangmin et al. | 2017
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Regular decomposition of large graphs and other structures: Scalability and robustness towards missing dataReittu, Hannu / Norros, Ilkka et al. | 2017
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StriderR: Massive and distributed RDF graph stream reasoningRen, Xiangnan / Cure, Olivier / Naacke, Hubert / Lhez, Jeremy / Li, Ke et al. | 2017
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Practical approach to evacuation planning via network flow and deep learningTanaka, Akira / Hata, Nozomi / Tateiwa, Nariaki / Fujisawa, Katsuki et al. | 2017
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Techniques for efficient detection of rapid weather changes and analysis of their impacts on a highway networkAlim, Adil / Joshi, Aparna / Chen, Feng / Lawson, Catherine T. et al. | 2017
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SQL versus NoSQL databases for geospatial applicationsBaralis, Elena / Dalla Valle, Andrea / Garza, Paolo / Rossi, Claudio / Scullino, Francesco et al. | 2017
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Spatiotemporal visualization of traffic paths using color space time curveBaskaran, Savitha / Fang, Shiaofen / Jiang, Shenhui et al. | 2017
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Spaten: A spatio-temporal and textual big data generatorDimitra Doudali, Thaleia / Konstantinou, Ioannis / Koziris, Nectarios et al. | 2017
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Multiscale graph theoretical tools reveal subtle patterns in big geospatial dataHagan, Ronald D. / Phillips, Charles A. / Langston, Michael A. / Rhodes, Bradley J. et al. | 2017
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Optimal viewpoint finding for 3D visualization of spatio-temporal vehicle trajectories on caution crossroads detected from vehicle recorder big dataItoh, Masahiko / Yokoyama, Daisaku / Toyoda, Masashi / Kitsuregawa, Masaru et al. | 2017
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Road map extraction from satellite imagery using connected component analysis and landscape metricsJitkajornwanich, Kulsawasd / Vateekul, Peerapon / Panboonyuen, Teerapong / Lawawirojwong, Siam / Srisonphan, Siwapon et al. | 2017
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Scalable parallel data loading in SciDBKim, Sangchul / Lee, Junhee / Kim, Taehoon / Moon, Bongki et al. | 2017
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Discovering dynamic patterns of urban space via semi-nonnegative matrix factorizationLiu, Zhicheng / Cao, Jun / Yang, Junyan / Wang, Qiao et al. | 2017
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Identifying coherent anomalies in multi-scale spatio-temporal data using Markov random fieldsMitra, Adway et al. | 2017
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A tale of two cities: Analyzing road accidents with big spatial dataRichard, Rene / Ray, Suprio et al. | 2017
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Challenges and trends about smart big geospatial data: A position paperSaquicela, Victor / Vilches-Blazquez, Luis M. / Tello, Andres et al. | 2017
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Towards development of spark based agricultural information system including geo-spatial dataShah, Purnima / Hiremath, Deepak / Chaudhary, Sanjay et al. | 2017
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A map-based visual analysis method for patterns discovery of mobile learning in education with big dataZhou, Dongbo / Li, Hao / Liu, Sannyuya / Song, Bo / Hu, Tony Xiaohua et al. | 2017
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Big data machine learning using apache spark MLlibAssefi, Mehdi / Behravesh, Ehsun / Liu, Guangchi / Tafti, Ahmad P. et al. | 2017
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Return of experience on the mean-shift clustering for heterogeneous architecture use caseCerin, Christophe / Gaudiot, Jean-Luc / Lebbah, Mustapha / Yuehgoh, Fouste et al. | 2017
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Cloud big data decision support system for machine learning on AWS: Analytics of analyticsKaplunovich, Alex / Yesha, Yelena et al. | 2017
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Divide-and-conquer strategies for large-scale simulations in RZhang, Hui / Zhong, Yiwen / Lin, Juan et al. | 2017
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Map-scan node accelerator for big-dataMalita, Mihaela / Stefan, Gheorghe M. et al. | 2017
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Ranked time series matching by interleaving similarity distancesNguyen, Cuong / Lovering, Charles / Neamtu, Rodica et al. | 2017
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Kernel bandwidth selection for SVDD: The sampling peak criterion method for large dataPeredriy, Sergiy / Kakde, Deovrat / Chaudhuri, Arin et al. | 2017
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An online spatio-temporal model for inference and predictions of taxi demandYan, Hong / Zhang, Zhongqiang / Zou, Jian et al. | 2017
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Machine learning for early detection of autism (and other conditions) using a parental questionnaire and home video screeningAbbas, Halim / Garberson, Ford / Glover, Eric / Wall, Dennis P. et al. | 2017
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Artificial intelligence applied to challenges in the fields of operations and customer supportArvapally, Ravi Santosh / Hicsasmaz, Hasan / Faro, Wally Lo et al. | 2017
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Semantic search (invited talk)Baeza-Yates, Ricardo et al. | 2017
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Artificial intelligence(AI), automation, and its impact on data scienceBoire, Richard et al. | 2017
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A hybrid bipartite graph based recommendation algorithm for mobile gamesCai, Yong / Liu, Shaorong / Hu, Jinlong / Bai, Guihong / Dong, Shoubin et al. | 2017
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Estimating skill fungibility and forecasting services labor demandJohnston, Brian / Zweig, Benjamin / Peran, Michael / Wang, Charlie / Rosenfeld, Rachel et al. | 2017
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Innovation in big data analytics: Applications of mathematical programming in medicine and healthcareLee, Eva K. et al. | 2017
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Automated knowledge extraction from the federal acquisition regulations system (FARS)Saha, Srishty / Joshi, Karuna P. / Frank, Renee / Aebig, Michael / Lin, Jiayong et al. | 2017
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A comparative sequence analysis of career paths among knowledge workers in a multinational bankSquires, Paul / Kaufman, Harold G. / Togelius, Julian / Jaramillo, Catalina M. et al. | 2017
- 3613
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Hitting your number or not? A robust & intelligent sales forecast systemLei, Xin Xu / Rangan, Tang Venkat et al. | 2017
- 3623
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Governance framework for enterprise analytics and dataYamada, Atsushi / Peran, Michael et al. | 2017
- 3632
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Forensics analysis of Wi-Fi communication traces in mobile devicesAmundsen, Anja Evelyn / Ovens, Kenneth M. et al. | 2017
- 3638
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Identifying extremism in social media with multi-view context-aware subset optimizationDas Bhattacharjee, Sreyasee / Balantrapu, Bala Venkatram / Tolone, William / Talukder, Ashit et al. | 2017
- 3648
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Extracting cyber threat intelligence from hacker forums: Support vector machines versus convolutional neural networksDeliu, Isuf / Leichter, Carl / Franke, Katrin et al. | 2017
- 3657
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Exploratory studies into forensic logs for criminal investigation using case studies in industrial control systems in the power sectorIqbal, Asif / Ekstedt, Mathias / Alobaidli, Hanan et al. | 2017
- 3662
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Neural reputation models learned from passive DNS dataLison, Pierre / Mavroeidis, Vasileios et al. | 2017
- 3672
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Cyber crime investigations in the era of big dataShalaginov, Andrii / Johnsen, Jan William / Franke, Katrin et al. | 2017
- 3677
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Topical behavior prediction from massive logsSu, Shih-Chieh et al. | 2017
- 3684
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Introducing DeepBalance: Random deep belief network ensembles to address class imbalanceXenopoulos, Peter et al. | 2017
- 3690
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A first estimation of the proportion of cybercriminal entities in the bitcoin ecosystem using supervised machine learningSun Yin, Haohua / Vatrapu, Ravi et al. | 2017
- 3700
-
Forensic database reconstructionSablatura, Joshua / Zhou, Bing et al. | 2017
- 3705
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Coupling early warning services, crowdsourcing, and modelling for improved decision support and wildfire emergency managementBielski, C. / O'Brien, V. / Whitmore, C. / Ylinen, K. / Juga, I. / Nurmi, P. / Kilpinen, J. / Porras, I. / Sole, J.M. / Gamez, P. et al. | 2017
- 3713
-
Summarization of emergency news articles driven by relevance feedbackCagliero, Luca et al. | 2017
- 3722
-
All in a twitter: Self-tuning strategies for a deeper understanding of a crisis tweet collectionDi Corso, Evelina / Ventura, Francesco / Cerquitelli, Tania et al. | 2017
- 3727
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Gamified crowdsourcing for disaster risk managementFrisiello, Antonella / Nguyen, Quynh Nhu / Rossi, Claudio et al. | 2017
- 3734
-
A heat wave forecast system for EuropeGobbi, Andrea / Alikadic, Azra / Ylinen, Kaisa / Angaramo, Federico / Furlanello, Cesare et al. | 2017
- 3739
-
A language-agnostic approach to exact informative tweets during emergency situationsLonghini, Jacopo / Rossi, Claudio / Casetti, Claudio / Angaramo, Federico et al. | 2017
- 3746
-
River segmentation for flood monitoringLopez-Fuentes, Laura / Rossi, Claudio / Skinnemoen, Harald et al. | 2017
- 3750
-
A comparison of classification models for natural disaster and critical event detection from newsNugent, Tim / Petroni, Fabio / Raman, Natraj / Carstens, Lucas / Leidner, Jochen L. et al. | 2017
- 3760
-
Optimal geospatial volunteer allocation needs realistic distancesPielorz, Jasmin / Prandtstetter, Matthias / Straub, Markus / Lampert, Christoph H. et al. | 2017
- 3764
-
Crowd control and evacuation guidance based on simulationsTakahashi, Tomoichi / Ichinose, Katsuki et al. | 2017
- 3769
-
The role of unstructured data in real-time disaster-related social media monitoringTarasconi, Francesco / Farina, Michela / Mazzei, Antonio / Bosca, Alessio et al. | 2017
- 3779
-
Analyzing spatial data from twitter during a disasterVenturini, Luca / Di Corso, Evelina et al. | 2017
- 3784
-
Comparison of different driving style analysis approaches based on trip segmentation over GPS informationBrambilla, Marco / Mascetti, Paolo / Mauri, Andrea et al. | 2017
- 3792
-
Understanding data quality: Ensuring data quality by design in the rail industryFu, Qian / Easton, John M. et al. | 2017
- 3800
-
Track geometry big data analysis: A machine learning approachMartey, Emmanuel Nii / Ahmed, Lasisi / Attoh-Okine, Nii et al. | 2017
- 3810
-
Application of machine learning for fuel consumption modelling of trucksPerrotta, Federico / Parry, Tony / Neves, Luis C. et al. | 2017
- 3816
-
Privacy-preserving trajectory classification of driving trip data based on pattern discovery techniquesWu, Gene P.K. / Chan, Keith C.C. et al. | 2017
- 3826
-
Predictive analytics for litigation case managementBala, Jerzy / Kellar, Michael / Ramberg, Fred et al. | 2017
- 3831
-
Using google analytics to support cybersecurity forensicsQin, Han / Riehle, Kit / Zhao, Haozhen et al. | 2017
- 3835
-
A feasibility experiment on the application of predictive coding to instant messaging corporaSchoinas, Thanasis / Qadir, Ghulam et al. | 2017
- 3841
-
Patient-individual morphological anomaly detection in multi-lead electrocardiography data streamsAcker, Alexander / Schmidt, Florian / Gulenko, Anton / Kietzmann, Reinhard / Kao, Odej et al. | 2017
- 3847
-
Predicting efficacy of therapeutic services for autism spectrum disorder using scientific workflowsBhuyan, Fahima / Lu, Shiyong / Ahmed, Ishtiaq / Zhang, Jia et al. | 2017
- 3857
-
A multimedia big data retrieval framework to detect dyslexia among childrenHassanain, Elham et al. | 2017
- 3861
-
Mining accompanying relationships between diseases from patient recordsLee, Wei Hong / Wang, En Tzu / Chen, Arbee L.P. et al. | 2017
- 3869
-
Explainable data-driven modeling of patient satisfaction survey dataLiu, Ning / Kumara, Soundar / Reich, Eric et al. | 2017
- 3877
-
A multi-task machine learning approach for comorbid patient prioritizationMylavarapu, Goutam / Thomas, Johnson P et al. | 2017