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Frontiers in Big Data, Volume 2
Volume 2, 2019
- Murat Kantarcioglu, Elena Ferrari:
Research Challenges at the Intersection of Big Data, Security and Privacy. 1 - Qiaoyu Tan, Ninghao Liu, Xia Hu:
Deep Representation Learning for Social Network Analysis. 2 - Dawei Zhou, Lecheng Zheng, Jiejun Xu, Jingrui He:
Misc-GAN: A Multi-scale Generative Model for Graphs. 3 - Laura Quitzau Mortensen, Kristoffer Andresen, Jakob Burcharth, Hans-Christian Pommergaard, Jacob Rosenberg:
Matching Cases and Controls Using SAS® Software. 4 - Chieh-Yang Huang, Hanghang Tong, Jingrui He, Ross Maciejewski:
Location Prediction for Tweets. 5 - Shagun Sodhani, Meng Qu, Jian Tang:
Attending Over Triads for Learning Signed Network Embedding. 6 - Daniele Foffano, Luca Rossi, Andrea Torsello:
You Can't See Me: Anonymizing Graphs Using the Szemerédi Regularity Lemma. 7 - Noé Cecillon, Vincent Labatut, Richard Dufour, Georges Linarès:
Abusive Language Detection in Online Conversations by Combining Content- and Graph-Based Features. 8 - Obaida Hanteer, Luca Rossi:
An Innovative Way to Model Twitter Topic-Driven Interactions Using Multiplex Networks. 9 - Swarna Das, Md Musfique Anwar:
Discovering Topic-Oriented Highly Interactive Online Communities. 10 - Calum Thornhill, Quentin Meeus, Jeroen Peperkamp, Bettina Berendt:
A Digital Nudge to Counter Confirmation Bias. 11 - Avradip Sen, Linus W. Dietz:
Identifying Travel Regions Using Location-Based Social Network Check-in Data. 12 - Alexandra Olteanu, Carlos Castillo, Fernando Diaz, Emre Kiciman:
Social Data: Biases, Methodological Pitfalls, and Ethical Boundaries. 13 - Anna Sapienza, Palash Goyal, Emilio Ferrara:
Deep Neural Networks for Optimal Team Composition. 14 - Çiçek Güven, Martin Atzmueller:
Applying Answer Set Programming for Knowledge-Based Link Prediction on Social Interaction Networks. 15 - Prem Kumar, Puneet Verma, Anurag Singh, Hocine Cherifi:
Choosing Optimal Seed Nodes in Competitive Contagion. 16 - Ivan Bermudez, Daniel Cleven, Ralucca Gera, Erik T. Kiser, Timothy Newlin, Akrati Saxena:
Twitter Response to Munich July 2016 Attack: Network Analysis of Influence. 17 - Durga Toshniwal, Soumya Somani, Rohit Aggarwal, Preeti Malik:
Global Awareness Landscape for Ailments - A Twitter Based Microscopic View Into Thought Processes of People. 18 - Latifa Jackson, Caitlin Kuhlman, Fatimah Jackson, P. Keolu Fox:
Including Vulnerable Populations in the Assessment of Data From Vulnerable Populations. 19 - Jacob Stuivenvolt-Allen, Simon S.-Y. Wang:
Data Mining Climate Variability as an Indicator of U.S. Natural Gas. 20 - Essa Alhazmi, Nazim Choudhury, Sameera Horawalavithana, Adriana Iamnitchi:
Temporal Mobility Networks in Online Gaming. 21 - Saharnaz E. Dilmaghani, Matthias R. Brust, Apivadee Piyatumrong, Grégoire Danoy, Pascal Bouvry:
Link Definition Ameliorating Community Detection in Collaboration Networks. 22 - Sara G. Mina, Begum Alaybeyoglu, William L. Murphy, James A. Thomson, Cynthia L. Stokes, Murat Cirit:
Assessment of Drug-Induced Toxicity Biomarkers in the Brain Microphysiological System (MPS) Using Targeted and Untargeted Molecular Profiling. 23 - Gregory R. Hart, Bradley J. Nartowt, Wazir Muhammad, Ying Liang, Gloria S. Huang, Jun Deng:
Stratifying Ovarian Cancer Risk Using Personal Health Data. 24 - Mohan S. Rao, Rishi Gupta, Michael J. Liguori, Mufeng Hu, Xin Huang, Srinivasa R. Mantena, Scott W. Mittelstadt, Eric A. G. Blomme, Terry R. Van Vleet:
Novel Computational Approach to Predict Off-Target Interactions for Small Molecules. 25 - Kuansan Wang:
Opportunities in Open Science With AI. 26 - Ming Yu, Karthikeyan Natesan Ramamurthy, Addie M. Thompson, Aurélie C. Lozano:
Simultaneous Parameter Learning and Bi-clustering for Multi-Response Models. 27 - Qing Xu, Jiawei Li, Mingxiang Cai, Timothy Mackey:
Use of Machine Learning to Detect Wildlife Product Promotion and Sales on Twitter. 28 - Helena Mihaljevic, Marco Tullney, Lucía Santamaría, Christian Steinfeldt:
Reflections on Gender Analyses of Bibliographic Corpora. 29 - Nicolo' Preo, Enrico Capobianco:
Significant EHR Feature-Driven T2D Inference: Predictive Machine Learning and Networks. 30 - Basil Kraft, Martin Jung, Marco Körner, Christian Requena-Mesa, José Cortés, Markus Reichstein:
Identifying Dynamic Memory Effects on Vegetation State Using Recurrent Neural Networks. 31 - Jared Moore:
AI for Not Bad. 32 - Jirí Navrátil, Alan King, Jesus Rios, Georgios Kollias, Ruben Rodriguez Torrado, Andrés Codas:
Accelerating Physics-Based Simulations Using End-to-End Neural Network Proxies: An Application in Oil Reservoir Modeling. 33 - J. Burdette Barker, Sandeep Bhatti, Derek M. Heeren, Christopher M. U. Neale, Daran R. Rudnick:
Variable Rate Irrigation of Maize and Soybean in West-Central Nebraska Under Full and Deficit Irrigation. 34 - Annette N. Markham, Gabriel Pereira:
Experimenting With Algorithms and Memory-Making: Lived Experience and Future-Oriented Ethics in Critical Data Science. 35 - Heng-Hong Li, Carole L. Yauk, Renxiang Chen, Daniel R. Hyduke, Andrew Williams, Roland Frötschl, Heidrun Ellinger-Ziegelbauer, Syril Pettit, Jiri Aubrecht, Albert J. Fornace Jr.:
TGx-DDI, a Transcriptomic Biomarker for Genotoxicity Hazard Assessment of Pharmaceuticals and Environmental Chemicals. 36 - Ebrahim Babaeian, Paheding Sidike, Maria Newcomb, Maitiniyazi Maimaitijiang, Scott A. White, Jeffrey Demieville, Richard W. Ward, Morteza Sadeghi, David S. LeBauer, Scott B. Jones, Vasit Sagan, Markus Tuller:
A New Optical Remote Sensing Technique for High-Resolution Mapping of Soil Moisture. 37 - Yu Zhang, Min Wang, Morteza Saberi, Elizabeth Chang:
From Big Scholarly Data to Solution-Oriented Knowledge Repository. 38 - Hyeon-Ju Jeon, O-Joun Lee, Jason J. Jung:
Is Performance of Scholars Correlated to Their Research Collaboration Patterns? 39 - Murat Sariyar, Irene Schlünder:
Challenges and Legal Gaps of Genetic Profiling in the Era of Big Data. 40 - Hanting Su, Zhuoya Fan, Chen Cao, Yi Zhang, Shuo Wang, Xiaofeng Meng:
ScholarCitation: Chinese Scholar Citation Analysis Based on ScholarSpace in the Field of Computer Science. 41 - Kate Duffy, Thomas Vandal, Shuang Li, Sangram Ganguly, Ramakrishna R. Nemani, Auroop R. Ganguly:
DeepEmSat: Deep Emulation for Satellite Data Mining. 42 - Jean Claude Burgelman, Corina Pascu, Katarzyna Szkuta, René von Schomberg, Athanasios Karalopoulos, Konstantinos Repanas, Michel Schouppe:
Open Science, Open Data, and Open Scholarship: European Policies to Make Science Fit for the Twenty-First Century. 43 - Martin Werner:
Parallel Processing Strategies for Big Geospatial Data. 44 - Kuansan Wang, Zhihong Shen, Chiyuan Huang, Chieh-Han Wu, Darrin Eide, Yuxiao Dong, Junjie Qian, Anshul Kanakia, Alvin Chen, Richard Rogahn:
A Review of Microsoft Academic Services for Science of Science Studies. 45 - Xiaowei Jia, Ankush Khandelwal, Kimberly Carlson, James Gerber, Paul C. West, Vipin Kumar:
Plantation Mapping in Southeast Asia. 46 - Ellen L. Berg:
Human Cell-Based in vitro Phenotypic Profiling for Drug Safety-Related Attrition. 47 - Kei Kurakawa, Yuan Sun, Satoko Ando:
Application of a Novel Subject Classification Scheme for a Bibliographic Database Using a Data-Driven Correspondence. 48 - Wen-Hao Chen, Chin-Chi Hsu, Yi-An Lai, Vincent Liu, Mi-Yen Yeh, Shou-De Lin:
Attribute-Aware Recommender System Based on Collaborative Filtering: Survey and Classification. 49 - Deborah K. Ngan, Lin Ye, Leihong Wu, Menghang Xia, Anna Rossoshek, Anton Simeonov, Ruili Huang:
Bioactivity Signatures of Drugs vs. Environmental Chemicals Revealed by Tox21 High-Throughput Screening Assays. 50 - Yan Sun, Daniel S. Goll, Philippe Ciais, Shushi Peng, Olga Margalef, Dolores Asensio, Jordi Sardans, Josep Peñuelas:
Spatial Pattern and Environmental Drivers of Acid Phosphatase Activity in Europe. 51 - Andrea Galassi, Kristian Kersting, Marco Lippi, Xiaoting Shao, Paolo Torroni:
Neural-Symbolic Argumentation Mining: An Argument in Favor of Deep Learning and Reasoning. 52
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