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    Visual Statistical Analysis of Environmental Sensor Data (English)

    In: 2017 IEEE Conference on Visual Analytics Science and Technology (VAST) ; 245-246  ; 2017

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    We attempted the VAST MC2 challenge following a statistical modelling approach along with interactive visualizations to analyse and extract insights from the data. We use Bayesian networks to model dependencies between given and derived data attributes along with visual analytics techniques to answer the questions posed by the challenge.

    Table of contents conference proceedings

    The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.

    1
    VIS Capstone Address Data Humanism: The Revolution will be Visualized
    Lupi, Giorgia et al. | 2017
    1
    Pattern Trails: Visual Analysis of Pattern Transitions in Subspaces
    Jackle, Dominik / Hund, Michael / Behrisch, Michael / Keim, Daniel A. / Schreck, Tobias et al. | 2017
    1
    VIS Keynote Address: Analytics Inspired Visualization: a Holistic In-situ Scientific Workflow at Extreme Scale
    Chen, Jacqueline H. et al. | 2017
    13
    Understanding Hidden Memories of Recurrent Neural Networks
    Ming, Yao / Cao, Shaozu / Zhang, Ruixiang / Li, Zhen / Chen, Yuanzhe / Song, Yangqiu / Qu, Huamin et al. | 2017
    25
    CrystalBall: A Visual Analytic System for Future Event Discovery and Analysis from Social Media Data
    Cho, Isaac / Wesslen, Ryan / Volkova, Svitlana / Ribarsky, William / Dou, Wenwen et al. | 2017
    36
    E-Map: A Visual Analytics Approach for Exploring Significant Event Evolutions in Social Media
    Chen, Siming / Chen, Shuai / Lin, Lijing / Yuan, Xiaoru / Liang, Jie / Zhang, Xiaolong et al. | 2017
    48
    QSAnglyzer: Visual Analytics for Prismatic Analysis of Question Answering System Evaluations
    Chen, Nan-Chen / Kim, Been et al. | 2017
    59
    A Visual Analytics System for Optimizing Communications in Massively Parallel Applications
    Fujiwara, Takanori / Malakar, Preeti / Reda, Khairi / Vishwanath, Venkatram / Papka, Michael E. / Ma, Kwan-Liu et al. | 2017
    71
    Visualizing Real-Time Strategy Games: The Example of StarCraft II
    Kuan, Yen-Ting / Wang, Yu-Shuen / Chuang, Jung-Hong et al. | 2017
    81
    The “y” of it Matters, Even for Storyline Visualization
    Arendt, Dustin / Pirrung, Meg et al. | 2017
    92
    The Role of Explicit Knowledge: A Conceptual Model of Knowledge-Assisted Visual Analytics
    Federico, Paolo / Wagner, Markus / Rind, Alexander / Amor-Amoros, Albert / Miksch, Silvia / Aigner, Wolfgang et al. | 2017
    104
    Warning, Bias May Occur: A Proposed Approach to Detecting Cognitive Bias in Interactive Visual Analytics
    Wall, Emily / Blaha, Leslie M. / Franklin, Lyndsey / Endert, Alex et al. | 2017
    116
    The Anchoring Effect in Decision-Making with Visual Analytics
    Cho, Isaac / Wesslen, Ryan / Karduni, Alireza / Santhanam, Sashank / Shaikh, Samira / Dou, Wenwen et al. | 2017
    127
    Interactive Visual Alignment of Medieval Text Versions
    Janicke, Stefan / Wrisley, David Joseph et al. | 2017
    139
    CRICTO: Supporting Sensemaking through Crowdsourced Information Schematization
    Chung, Haeyong / Dasari, Sai Prashanth / Nandhakumar, Santhosh / Andrews, Christopher et al. | 2017
    151
    Visual Causality Analysis Made Practical
    Wang, Jun / Mueller, Klaus et al. | 2017
    162
    A Workflow for Visual Diagnostics of Binary Classifiers using Instance-Level Explanations
    Krause, Josua / Dasgupta, Aritra / Swartz, Jordan / Aphinyanaphongs, Yindalon / Bertini, Enrico et al. | 2017
    173
    VAST Challenge 2017: Mystery at the Wildlife Preserve
    Whiting, Mark A. / Cook, Kris / Jordan Crouser, R. / Fallon, John / Grinstein, Georges / Haack, Jereme / Henderson, Cindy / Liggett, Kristen / Staheli, Diane / Strasburg, Jana et al. | 2017
    179
    ClockPetals: Interactive Sequential Analysis of Traffic Patterns VAST Challenge MC1 Award: Multi-Challenge Award for Aesthetic Design
    Zhou, Zheng / Wang, Sijin / Wu, Wenjie / Huang, Aijun / Niu, Yafeng / Tang, Hui / Chen, Yingjie Victor / Qian, Zhenyu Cheryl et al. | 2017
    181
    WindNebula: Vectorial-Temporal Analysis for Environmental Assessment : VAST Challenge MC2 Award: Multi-challenge Award for Aesthetic Design
    Tang, Hui / Wu, Wenjie / Zhou, Zheng / Wang, Sijin / Huang, Aijun / Niu, Yafeng / Chen, Yingjie Victor / Qian, Zhenyu Cheryl et al. | 2017
    183
    PreserVis, a Visual Analytic System for Traffic and Pollution Patterns - Multi-Challenge Award for Compelling Synthesis of Information
    GU, Qiao / YIN, Hang / CHEN, Lian / LI, Haotian / LIU, Chengzhong / YUE, Xuanwu / QU, Huamin et al. | 2017
    185
    Spatiotemporal identification of anomalies in a wildlife preserve VAST Grand Challenge 2017 Award: Clear Presentation of Hypotheses and Supporting Evidence
    Kishan, Bharadwaj S / Jason, Ong Guan Jie / Yanrong, Zhang / Seong, Kam Tin et al. | 2017
    187
    Interactive and Collaborative Visual Analysis on Traffic Sensor Data
    Lai, Chufan / Liu, Qiangqiang / Feng, Lu / Yue, Chenglei / Chen, Xi / Hu, Yang / Wang, Zhanyi / Teng, Pengju / Yuan, Xiaoru et al. | 2017
    189
    Temporal Pattern Analysis and Source Detection through Visual Analysis on Multi-Dimensional Time Series Data
    Jiang, Ruike / Huang, Wei / Ma, Nan / Hong, Fan / Zhao, Ying / Yuan, Xiaoru et al. | 2017
    191
    Visual Analysis for Multi-Spectral Images Comparisons
    Li, Guozheng / Chen, Shuai / Li, Qiusheng / Jiang, Zhibang / Shi, Yuening / Liu, Qiangqiang / Liu, Xi / Yuan, Xiaoru et al. | 2017
    193
    Exploring Lekagul Sensor Events using Rules, Aggregations, and Selections
    Cappers, Bram C.M. et al. | 2017
    195
    Interactive Visual Analytics Application for Spatiotemporal Movement Data VAST Challenge 2017 Mini-Challenge 1: Award for Actionable and Detailed Analysis
    Yifei, Guan / Seong, Kam Tin et al. | 2017
    197
    ODIX: A Rapid Hypotheses Testing System for Origin-Destination Data IEEE VAST Challenge Award for Excellence in Spatio-temporal Graph Analytics
    Buchmuller, Juri / Jentner, Wolfgang / Streeb, Dirk / Keim, Daniel A. et al. | 2017
    199
    A Visual Explorer for Analyzing Trajectory Patterns
    Kim, Wooil / Shim, Changbeom / Suh, Ilhyun / Chung, Yon Dohn et al. | 2017
    201
    Visual Analytic Design for Detecting Airborne Pollution Sources VAST Challenge 2017 Award: Comprehensive Mini-Challenge 2 Answer
    Wood, Jo et al. | 2017
    203
    MC2 - Mining Factory Pollution Data through a Spatial-Nonspatial Flow Approach (Honorable Mention for Clarity in Visual Communication)
    Castor, Joshua / Borowicz, Joseph / Burks, Andrew / Thomas, Manu / Luciani, Timothy / Marai, G. Elisabeta et al. | 2017
    205
    Multi-Spectral Satellite Image Analysis for Feature Identification and Change Detection VAST Challenge 2017: Honorable Mention for Good Facilitation of Single Image Analysis
    Malla, Sulav / Tuladhar, Anwesh / Quadri, Ghulam Jilani / Rosen, Paul et al. | 2017
    207
    MC3 - A Web-Based Interactive Image Explorer for Temporal Analysis of Satellite Images (Honorable Mention - Good Interactive Image Explorer)
    Mahida, Vijayraj / Kupiec, Bartosz / Burks, Andrew / Luciani, Timothy / Marai, G.Elisabeta et al. | 2017
    209
    Detecting Vehicular Patterns Using a Graph-Based Approach
    Velampalli, Sirisha / Mookiah, Lenin / Eberle, William et al. | 2017
    211
    Visual Analysis to Explore Mystery at Wildlife Preserve
    Sun, Bo / Jessamy, Rumeel / Ha, Sungsoo / Xu, Wei et al. | 2017
    213
    iDVL Visualizes Patterns of Traffic
    Nguyen, Long / Dang, Tommy et al. | 2017
    215
    Temporal and Spatial Analysis of VAST 2017’s Mini-Challenge 1
    Muller, Chris / McGurgan, Kevin / Kane, Stephanie et al. | 2017
    217
    Visual Analytic Design for Characterizing Air-Sampling Sensor Performance and Operation
    Quadri, Ghulam Jilani / Tuladhar, Anwesh / Malla, Sulav / Rosen, Paul et al. | 2017
    219
    SIZE: Satellite Image Zooming and Exploration
    Schlegel, Udo / Diehl, Alexandra / Keim, Daniel A. et al. | 2017
    221
    VAST Mini-Challenge 1
    Gupta, Ayushi / Chikka, Veera Raghavendra / Karlapalem, Kamalakar et al. | 2017
    223
    Multilab: Multispectral image analysis in Matlab
    McGraw, Tim / Huang, Aijun / Wang, Sijin et al. | 2017
    225
    Visual Integration of Meteorological and Sensor Data for Identifying Suspicious Company Behavior
    Seebacher, Daniel / Schneider, Bruno / Behrisch, Michael et al. | 2017
    227
    MC1 --- Iterative Analysis of Spatio-temporal Data by Textual Queries and Visualizations
    Beham, Michael / Podaras, Silvana / Splechtna, Rainer / GraCanin, Denis / Matkovic, Kresimir et al. | 2017
    229
    MC2 — Spatio-Temporal Provenance Data Aggregation for Visual Analysis
    Splechtna, Rainer / Podaras, Silvana / Beham, Michael / Gracanin, Denis / Matkovic, Kresimir et al. | 2017
    231
    MC3 — Modified Frame Differencing of Satellite Images to Detect Temporal Changes in a Natural Preserve
    Beham, Michael / Splechtna, Rainer / Podaras, Silvana / Gracanin, Denis / Matkovic, Kresimir et al. | 2017
    233
    GC --- Holistic Analysis of Heterogeneous Datasets
    Podaras, Silvana / Beham, Michael / Splechtna, Rainer / Gracanin, Denis / Matkovic, Kresimir et al. | 2017
    235
    MC1: A Bespoke Analysis Tool for Spatio-temporal Park Traffic Data
    Kirilov, Dimitar / Lindmae, Isabel / Burks, Andrew / Ma, Chihua / Marai, G. Elisabeta et al. | 2017
    237
    Interactive Visual Analysis of Traffic Patterns: Ecological Impact within a Nature Preserve (VAST Challenge 2017)
    Montroy, Allison / Witter, Tyler / Banas, Christopher / Bennette, Walter et al. | 2017
    239
    Data Aggregation and Visualization Technique for Traffic Sensor Data
    Tuladhar, Anwesh / Malla, Sulav / Quadri, Ghulam Jilani / Rosen, Paul et al. | 2017
    241
    Visualizing chemicals detection VAST 2017 Mini Challenge 2
    Zhang, Jiaqi / Liu, Xintian / Qian, Hongjun / Kam, Tin Seong et al. | 2017
    243
    Uncovering the Mistford Toxic Conspiracy
    Streeb, Dirk / uller, Juri Buchm / Schlegel, Udo / Jentner, Wolfgang / Behrisch, Michael / Schneider, Bruno / Seebacher, Daniel et al. | 2017
    245
    Visual Statistical Analysis of Environmental Sensor Data
    Gupta, Bindu / Paneri, Kaushal / Sehgal, Gunjan / Singh, Karamjit / Sharma, Geetika / Shroff, Gautam et al. | 2017
    247
    Visual Analysis for Wildlife Preserve based on Muti-systems
    Lin, Lijing / Lu, Min / Li, Guozheng / Lai, Chufan / Jiang, Ruike / Liu, Qiangqiang / Yuan, Xiaoru et al. | 2017
    249
    VAST Challenge 2017: Mini-challenge 1
    Zhang, Shu / Guo, Danhuai / Zhu, Yingqiu / Wang, Deqiang et al. | 2017
    i
    Table of Contents
    | 2017
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    [Copyright notice]
    | 2017
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    Preface
    | 2017
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    VAST 2017 Conference Committee
    | 2017
    i
    VAST 2017 Preface
    | 2017
    i
    VAST 2017 International Program Committee
    | 2017
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    [Title page]
    | 2017

    How to get this title?

    Check access
    Download
    Commercial Copyright fee: €30.60 Basic fee: €4.00 Total price: €34.60
    Academic Copyright fee: €30.60 Basic fee: €2.00 Total price: €32.60

    Export, share and cite

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