Volume 2

Frontiers in Big Data

Volume 2

1

Misc-GAN: A Multi-scale Generative Model for Graphs

Zhou, Dawei, Zheng, Lecheng, Xu, Jiejun, He, Jingrui

Journal:

Frontiers in Big Data

Year:

2019

Language:

english

File:

PDF, 4.26 MB

english, 2019

2

Temporal Mobility Networks in Online Gaming

Alhazmi, Essa, Choudhury, Nazim, Horawalavithana, Sameera, Iamnitchi, Adriana

Journal:

Frontiers in Big Data

Year:

2019

Language:

english

File:

PDF, 646 KB

english, 2019

3

An Innovative Way to Model Twitter Topic-Driven Interactions Using Multiplex Networks

Hanteer, Obaida, Rossi, Luca

Journal:

Frontiers in Big Data

Year:

2019

Language:

english

File:

PDF, 1.27 MB

english, 2019

4

Twitter Response to Munich July 2016 Attack: Network Analysis of Influence

Bermudez, Ivan, Cleven, Daniel, Gera, Ralucca, Kiser, Erik T., Newlin, Timothy, Saxena, Akrati

Journal:

Frontiers in Big Data

Year:

2019

Language:

english

File:

PDF, 2.27 MB

english, 2019

5

Novel Computational Approach to Predict Off-Target Interactions for Small Molecules

Rao, Mohan S., Gupta, Rishi, Liguori, Michael J., Hu, Mufeng, Huang, Xin, Mantena, Srinivasa R., Mittelstadt, Scott W., Blomme, Eric A. G., Van Vleet, Terry R.

Journal:

Frontiers in Big Data

Year:

2019

File:

PDF, 1.05 MB

2019

6

Social Data: Biases, Methodological Pitfalls, and Ethical Boundaries

Olteanu, Alexandra, Castillo, Carlos, Diaz, Fernando, Kıcıman, Emre

Journal:

Frontiers in Big Data

Year:

2019

Language:

english

File:

PDF, 1.97 MB

english, 2019

7

A Digital Nudge to Counter Confirmation Bias

Thornhill, Calum, Meeus, Quentin, Peperkamp, Jeroen, Berendt, Bettina

Journal:

Frontiers in Big Data

Year:

2019

Language:

english

File:

PDF, 815 KB

english, 2019

8

Discovering Topic-Oriented Highly Interactive Online Communities

Das, Swarna, Anwar, Md Musfique

Journal:

Frontiers in Big Data

Year:

2019

Language:

english

File:

PDF, 622 KB

english, 2019

9

Applying Answer Set Programming for Knowledge-Based Link Prediction on Social Interaction Networks

Güven, Çiçek, Atzmueller, Martin

Journal:

Frontiers in Big Data

Year:

2019

Language:

english

File:

PDF, 627 KB

english, 2019

10

A Digital Nudge to Counter Confirmation Bias

Thornhill, Calum, Meeus, Quentin, Peperkamp, Jeroen, Berendt, Bettina

Journal:

Frontiers in Big Data

Year:

2019

File:

PDF, 815 KB

2019

11

From Big Scholarly Data to Solution-Oriented Knowledge Repository

Zhang, Yu, Wang, Min, Saberi, Morteza, Chang, Elizabeth

Journal:

Frontiers in Big Data

Year:

2019

Language:

english

File:

PDF, 1.01 MB

english, 2019

12

Stratifying Ovarian Cancer Risk Using Personal Health Data

Hart, Gregory R., Nartowt, Bradley J., Muhammad, Wazir, Liang, Ying, Huang, Gloria S., Deng, Jun

Journal:

Frontiers in Big Data

Year:

2019

Language:

english

File:

PDF, 1.61 MB

english, 2019

13

A New Optical Remote Sensing Technique for High-Resolution Mapping of Soil Moisture

Babaeian, Ebrahim, Sidike, Paheding, Newcomb, Maria S., Maimaitijiang, Maitiniyazi, White, Scott A., Demieville, Jeffrey, Ward, Richard W., Sadeghi, Morteza, LeBauer, David S., Jones, Scott B., Sagan,

Journal:

Frontiers in Big Data

Year:

2019

Language:

english

File:

PDF, 1.48 MB

english, 2019

14

Is Performance of Scholars Correlated to Their Research Collaboration Patterns?

Jeon, Hyeon-Ju, Lee, O-Joun, Jung, Jason J.

Journal:

Frontiers in Big Data

Year:

2019

Language:

english

File:

PDF, 1.02 MB

english, 2019

15

Stratifying Ovarian Cancer Risk Using Personal Health Data

Hart, Gregory R., Nartowt, Bradley J., Muhammad, Wazir, Liang, Ying, Huang, Gloria S., Deng, Jun

Journal:

Frontiers in Big Data

Year:

2019

File:

PDF, 1.61 MB

2019

16

A New Optical Remote Sensing Technique for High-Resolution Mapping of Soil Moisture

Babaeian, Ebrahim, Sidike, Paheding, Newcomb, Maria S., Maimaitijiang, Maitiniyazi, White, Scott A., Demieville, Jeffrey, Ward, Richard W., Sadeghi, Morteza, LeBauer, David S., Jones, Scott B., Sagan,

Journal:

Frontiers in Big Data

Year:

2019

File:

PDF, 1.48 MB

2019

17

Link Definition Ameliorating Community Detection in Collaboration Networks

Dilmaghani, Saharnaz, Brust, Matthias R., Piyatumrong, Apivadee, Danoy, Grégoire, Bouvry, Pascal

Journal:

Frontiers in Big Data

Year:

2019

File:

PDF, 646 KB

2019

18

AI for Not Bad

Journal:

Frontiers in Big Data

Year:

2019

File:

PDF, 357 KB

2019

19

Challenges and Legal Gaps of Genetic Profiling in the Era of Big Data

Sariyar, Murat, Schlünder, Irene

Journal:

Frontiers in Big Data

Year:

2019

File:

PDF, 402 KB

2019

20

Opportunities in Open Science With AI

Journal:

Frontiers in Big Data

Year:

2019

File:

PDF, 431 KB

2019

21

Accelerating Physics-Based Simulations Using End-to-End Neural Network Proxies: An Application in Oil Reservoir Modeling

Navrátil, Jiří, King, Alan, Rios, Jesus, Kollias, Georgios, Torrado, Ruben, Codas, Andrés

Journal:

Frontiers in Big Data

Year:

2019

File:

PDF, 1.36 MB

2019

22

Parallel Processing Strategies for Big Geospatial Data

Journal:

Frontiers in Big Data

Year:

2019

File:

PDF, 457 KB

2019

23

Deep Neural Networks for Optimal Team Composition

Sapienza, Anna, Goyal, Palash, Ferrara, Emilio

Journal:

Frontiers in Big Data

Year:

2019

File:

PDF, 1.13 MB

2019

24

Is Performance of Scholars Correlated to Their Research Collaboration Patterns?

Jeon, Hyeon-Ju, Lee, O-Joun, Jung, Jason J.

Journal:

Frontiers in Big Data

Year:

2019

File:

PDF, 1.02 MB

2019

25

Abusive Language Detection in Online Conversations by Combining Content- and Graph-Based Features

Cécillon, Noé, Labatut, Vincent, Dufour, Richard, Linarès, Georges

Journal:

Frontiers in Big Data

Year:

2019

File:

PDF, 659 KB

2019

26

ScholarCitation: Chinese Scholar Citation Analysis Based on ScholarSpace in the Field of Computer Science

Su, Hanting, Fan, Zhuoya, Cao, Chen, Zhang, Yi, Wang, Shuo, Meng, Xiaofeng

Journal:

Frontiers in Big Data

Year:

2019

File:

PDF, 1.04 MB

2019

27

Open Science, Open Data, and Open Scholarship: European Policies to Make Science Fit for the Twenty-First Century

Burgelman, Jean-Claude, Pascu, Corina, Szkuta, Katarzyna, Von Schomberg, Rene, Karalopoulos, Athanasios, Repanas, Konstantinos, Schouppe, Michel

Journal:

Frontiers in Big Data

Year:

2019

Language:

english

File:

PDF, 339 KB

english, 2019

28

A Review of Microsoft Academic Services for Science of Science Studies

Wang, Kuansan, Shen, Zhihong, Huang, Chiyuan, Wu, Chieh-Han, Eide, Darrin, Dong, Yuxiao, Qian, Junjie, Kanakia, Anshul, Chen, Alvin, Rogahn, Richard

Journal:

Frontiers in Big Data

Year:

2019

Language:

english

File:

PDF, 1.78 MB

english, 2019

29

DeepEmSat: Deep Emulation for Satellite Data Mining

Duffy, Kate, Vandal, Thomas, Li, Shuang, Ganguly, Sangram, Nemani, Ramakrishna, Ganguly, Auroop R.

Journal:

Frontiers in Big Data

Year:

2019

Language:

english

File:

PDF, 708 KB

english, 2019

30

Plantation Mapping in Southeast Asia

Jia, Xiaowei, Khandelwal, Ankush, Carlson, Kimberly, Gerber, James S., West, Paul C., Kumar, Vipin

Journal:

Frontiers in Big Data

Year:

2019

File:

PDF, 1.63 MB

2019

31

Application of a Novel Subject Classification Scheme for a Bibliographic Database Using a Data-Driven Correspondence

Kurakawa, Kei, Sun, Yuan, Ando, Satoko

Journal:

Frontiers in Big Data

Year:

2020

File:

PDF, 3.65 MB

2020

32

Identifying Travel Regions Using Location-Based Social Network Check-in Data

Sen, Avradip, Dietz, Linus W.

Journal:

Frontiers in Big Data

Year:

2019

File:

PDF, 763 KB

2019

33

Global Awareness Landscape for AilmentsâA Twitter Based Microscopic View Into Thought Processes of People

Toshniwal, Durga, Somani, Soumya, Aggarwal, Rohit, Malik, Preeti

Journal:

Frontiers in Big Data

Year:

2019

File:

PDF, 395 KB

2019

34

Variable Rate Irrigation of Maize and Soybean in West-Central Nebraska Under Full and Deficit Irrigation

Barker, J. Burdette, Bhatti, Sandeep, Heeren, Derek M., Neale, Christopher M. U., Rudnick, Daran R.

Journal:

Frontiers in Big Data

Year:

2019

File:

PDF, 972 KB

2019

35

Human Cell-Based in vitro Phenotypic Profiling for Drug Safety-Related Attrition

Journal:

Frontiers in Big Data

Year:

2019

File:

PDF, 924 KB

2019

36

Bioactivity Signatures of Drugs vs. Environmental Chemicals Revealed by Tox21 High-Throughput Screening Assays

Ngan, Deborah K., Ye, Lin, Wu, Leihong, Xia, Menghang, Rossoshek, Anna, Simeonov, Anton, Huang, Ruili

Journal:

Frontiers in Big Data

Year:

2019

File:

PDF, 1.68 MB

2019

37

Attending Over Triads for Learning Signed Network Embedding

Sodhani, Shagun, Qu, Meng, Tang, Jian

Journal:

Frontiers in Big Data

Year:

2019

File:

PDF, 961 KB

2019

38

Including Vulnerable Populations in the Assessment of Data From Vulnerable Populations

Jackson, Latifa, Kuhlman, Caitlin, Jackson, Fatimah, Fox, P. Keolu

Journal:

Frontiers in Big Data

Year:

2019

File:

PDF, 351 KB

2019

39

Reflections on Gender Analyses of Bibliographic Corpora

MihaljeviÄ, Helena, Tullney, Marco, SantamarÃa, LucÃa, Steinfeldt, Christian

Journal:

Frontiers in Big Data

Year:

2019

File:

PDF, 290 KB

2019

40

Significant EHR Feature-Driven T2D Inference: Predictive Machine Learning and Networks

Preo, Nicolo', Capobianco, Enrico

Journal:

Frontiers in Big Data

Year:

2019

File:

PDF, 2.11 MB

2019

41

Spatial Pattern and Environmental Drivers of Acid Phosphatase Activity in Europe

Sun, Yan, Goll, Daniel S., Ciais, Philippe, Peng, Shushi, Margalef, Olga, Asensio, Dolores, Sardans, Jordi, PeÃ±uelas, Josep

Journal:

Frontiers in Big Data

Year:

2020

File:

PDF, 1.68 MB

2020

42

Neural-Symbolic Argumentation Mining: An Argument in Favor of Deep Learning and Reasoning

Galassi, Andrea, Kersting, Kristian, Lippi, Marco, Shao, Xiaoting, Torroni, Paolo

Journal:

Frontiers in Big Data

Year:

2020

File:

PDF, 395 KB

2020

43

Matching Cases and Controls Using SASÂ® Software

Mortensen, Laura Quitzau, Andresen, Kristoffer, Burcharth, Jakob, Pommergaard, Hans-Christian, Rosenberg, Jacob

Journal:

Frontiers in Big Data

Year:

2019

File:

PDF, 706 KB

2019