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SMARTCOMP 2019: Washington, DC, USA
- IEEE International Conference on Smart Computing, SMARTCOMP 2019, Washington, DC, USA, June 12-15, 2019. IEEE 2019, ISBN 978-1-7281-1689-1
Workshops
BITS 2019: Third IEEE Workshop on Big Data and IoT Security in Smart Computing
Session 1: Applications in Smart Computing
- Daisuke Aritomo, Chiemi Watanabe:
Achieving Efficient Similar Document Search over Encrypted Data on the Cloud. 1-6 - Yuki Yamada, Kurt Rohloff
, Masato Oguchi:
Homomorphic Encryption for Privacy-Preserving Genome Sequences Search. 7-12 - Jose Paolo Talusan
Smart Transportation Delay and Resiliency Testbed Based on Information Flow of Things Middleware. 13-18 - Ruixiao Li
Fully Homomorphic Encryption with Table Lookup for Privacy-Preserving Smart Grid. 19-24
Session 2: Secure Systems and Theory in Smart Computing
- Hiroaki Anada:
Decentralized Multi-authority Anonymous Authentication for Global Identities with Non-interactive Proofs. 25-32 - Michele La Manna
fABElous: An Attribute-Based Scheme for Industrial Internet of Things. 33-38 - Mayana Pereira, Alok Kumar, Scott Cristiansen:
Identifying Security Bug Reports Based Solely on Report Titles and Noisy Data. 39-44
DAIS 2019: First IEEE Workshop on Distributed Analytics Infrastructure and Algorithms for Multi-organization Federations
Session 1: AI at Edge
- Deboleena Roy, Gopalakrishnan Srinivasan
Neural Networks at the Edge. 45-50 - Victor Valls, Geeth de Mel, Heesung Kwon, Leandros Tassiulas:
Online Distributed Analytics at the Edge with Multiple Service Grades. 51-56 - Nitish K. Panigrahy, Jian Li, Faheem Zafari, Don Towsley
Jointly Compressing and Caching Data in Wireless Sensor Networks. 57-62 - Bong Jun Ko, Shiqiang Wang, Ting He, Dave Conway-Jones:
On Data Summarization for Machine Learning in Multi-organization Federations. 63-68
Session 2: Distributed Learning
- Ankush Singla, Elisa Bertino, Dinesh C. Verma:
Overcoming the Lack of Labeled Data: Training Intrusion Detection Models Using Transfer Learning. 69-74 - Nicholas Nordlund, Heesung Kwon, Leandros Tassiulas:
Cooperative Learning for Multi-perspective Image Classification. 75-80 - Moustafa Alzantot, Amy Widdicombe, Simon Julier, Mani B. Srivastava
NeuroMask: Explaining Predictions of Deep Neural Networks through Mask Learning. 81-86 - Tianwei Xing, Marc Roig Vilamala, Luis Garcia
DeepCEP: Deep Complex Event Processing Using Distributed Multimodal Information. 87-92
Session 3: Distributed Systems and Control
- Geng Li, Akrit Mudvari, Kerim Gokarslan
Magnalium: Highly Reliable SDC Networks with Multiple Control Plane Composition. 93-98 - Graham White, John Ingham, Mark Law, Alessandra Russo
Using an ASG Based Generative Policy to Model Human Rules. 99-103 - Dinesh C. Verma, Elisa Bertino, Geeth de Mel, John Melrose:
On the Impact of Generative Policies on Security Metrics. 104-109 - Konstantinos Poularakis, Qiaofeng Qin, Kelvin M. Marcus, Kevin S. Chan, Kin K. Leung, Leandros Tassiulas:
Hybrid SDN Control in Mobile Ad Hoc Networks. 110-114
SmartSys 2019: Fourth IEEE Workshop on Smart Service Systems
Session 1: Data Analysis and Human Orchestration
- Nathan Patrizi, Pavlos Athanasios Apostolopoulos, Kelly Rael, Eirini-Eleni Tsiropoulou
Socio-Physical Human Orchestration in Smart Cities. 115-120 - Ganesh Nalluru, Rahul Pandey, Hemant Purohit:
Relevancy Classification of Multimodal Social Media Streams for Emergency Services. 121-125 - Faisal Quader, Vandana P. Janeja:
Anomaly Detection: Under the [data] Hood in Smart Cars. 126-131
Session 2: Smart Systems and Services
- Salvatore Gaglio, Giuseppe Lo Re
Smart Assistance for Students and People Living in a Campus. 132-137 - Dipesh Kadariya, Revathy Venkataramanan, Hong Yung Yip, Maninder Kalra, Krishnaprasad Thirunarayan, Amit P. Sheth:
kBot: Knowledge-Enabled Personalized Chatbot for Asthma Self-Management. 138-143 - Shrawani Silwal, Md. Osman Gani, Vaskar Raychoudhury:
A Survey of Taxi Ride Sharing System Architectures. 144-149
Session 3: Applications and Enabling Technologies
- Mahsan Rofouei, Mahdi Pedram
Resource-Efficient Computing in Wearable Systems. 150-155 - Adam Prey, Jiannan Zhai, Chancey Kelley, Jason O. Hallstrom:
Apis: Architecture for Federated Power Management. 156-161 - Nick Constant, Travis Frink, Matthew J. Delmonico, Patricia Burbank, Robert Patterson, Jessica Simons, Kunal Mankodiya:
A Smartwatch-Based Service Towards Home Exercise Therapy for Patients with Peripheral Arterial Disease. 162-166
SSC 2019: Fifth IEEE Workshop on Sensors and Smart Cities
Technical Session 1
- Manuel Mazzara
A Reference Architecture for Smart and Software-Defined Buildings. 167-172 - Antonio Arena
BRUSCHETTA: An IoT Blockchain-Based Framework for Certifying Extra Virgin Olive Oil Supply Chain. 173-179 - Giuseppe Tricomi, Giovanni Merlino
Software-Defined City Infrastructure: A Control Plane for Rewireable Smart Cities. 180-185
Technical Session 2
- Marco Ferdinandi, Mario Molinara, Gianni Cerro
A Novel Smart System for Contaminants Detection and Recognition in Water. 186-191 - Riccardo Di Pietro, Domenico Giacomo Campanile, Salvatore Distefano:
Virtual Study Partner: A Cognitive Training Tool in Education. 192-197
SmartStudents 2019: First IEEE Students' Workshop on Smart Computing
- Lavanya Elluri
Developing Machine Learning Based Predictive Models for Smart Policing. 198-204 - Joshua V. Gyllinsky, James Gannon, Corvah Akoiwala, Cristian R. Witcher, Laura Parra, James Baez, Travis Frink, Brendan Driscoll, Jairo Orduz, Zaid C. Aguanche, Isaac Beleño, Gustavo Pérez, Carlos Roa, Omar Gutiérrez
Patient Self-Assessment of 3D Printed Upper-Extremity Prosthetics. 205-207
Main Presentations
Best Paper Session
- Sanchita Basak, Saptarshi Sengupta
Mechanisms for Integrated Feature Normalization and Remaining Useful Life Estimation Using LSTMs Applied to Hard-Disks. 208-216 - Ajay Pratap, Ragini Gupta, Venkata Sriram Siddhardh Nadendla
On Maximizing Task Throughput in IoT-Enabled 5G Networks Under Latency and Bandwidth Constraints. 217-224 - Benedetto Girgenti, Pericle Perazzo
On the Feasibility of Attribute-Based Encryption on Constrained IoT Devices for Smart Systems. 225-232
Deep Learning
- Prince Abudu, Andrew Markham:
Distributed Communicating Neural Network Architecture for Smart Environments. 233-240 - Dario Bruneo, Fabrizio De Vita
On the Use of LSTM Networks for Predictive Maintenance in Smart Industries. 241-248 - Avisek Naug
Online Energy Management in Commercial Buildings using Deep Reinforcement Learning. 249-257 - Md. Moniruzzaman, Zhaozheng Yin, Ruwen Qin:
Spatial Attention Mechanism for Weakly Supervised Fire and Traffic Accident Scene Classification. 258-265
Urban Mobility
- Luca Bartoli, Francesco Betti Sorbelli
Exact and Approximate Drone Warehouse for a Mixed Landscape Delivery System. 266-273 - Michael Wilbur, Abhishek Dubey
A Decentralized Approach for Real Time Anomaly Detection in Transportation Networks. 274-282 - Chinmaya Samal, Abhishek Dubey
Mobilytics-Gym: A Simulation Framework for Analyzing Urban Mobility Decision Strategies. 283-291 - Van-Quyet Nguyen, Huu Duy Nguyen, Huynh Quyet Thang
A Scalable Approach for Dynamic Evacuation Routing in Large Smart Buildings. 292-300
Smart Systems and Edge Computing
- Nathan Vance
Towards Reliability in Online High-Churn Edge Computing: A Deviceless Pipelining Approach. 301-308 - Salvatore Gaglio, Giuseppe Lo Re
Interoperable Real-Time Symbolic Programming for Smart Environments. 309-316 - Gautham Santhosh, Dario Bruneo, Francesco Longo
Towards Trustless Prediction-as-a-Service. 317-322
Mobile Crowdsensing
- Christine Bassem
Redefining Node Centrality for Task Allocation in Mobile CrowdSensing Platforms. 323-331 - Nirmit Desai, Wendy Chong, Heather D. Achilles, Shahrokh Daijavad, Thomas La Porta:
Large-Scale Hybrid ad hoc Network for Mobile Platforms: Challenges and Experiences. 332-339 - Fangqi Liu, Qiuxi Zhu
Cost-Effective Sensor Data Collection from Internet-of-Things Zones Using Existing Transportation Fleets. 340-349
Social Sensing and Data Analytics
- Amrita Anam, Aryya Gangopadhyay, Nirmalya Roy:
Identifying the Context of Hurricane Posts on Twitter using Wavelet Features. 350-358 - Federico Concone
Assisted Labeling for Spam Account Detection on Twitter. 359-366 - Iyanuoluwa Emmanuel Odebode, Aryya Gangopadhyay:
Analyzing Rhabdomyosarcoma using the Multimodal Clustering Approach (DReiM). 367-374
Industry Track
- S. M. Shajedul Hasan, Stanislava Soro, David Davenport, Matthew Pekarske:
Multi Frequency Protocol with Adaptive Frequency Hopping for Reliable Wireless Patient Monitoring. 375-380 - Nachiket Tapas, Giovanni Merlino
Blockchain-Based Publicly Verifiable Cloud Storage. 381-386 - Urjaswala Vora
Precept-Based Framework for Using Crowdsourcing in IoT-Based Systems. 387-392
Activity Recognition
- Yoshiki Honda, Hirozumi Yamaguchi
Enabling Low Cost Elderly Monitoring for Connected Communities in Depopulated Area. 401-408 - Enrico Casella, Atieh Rajabi Khamesi, Simone Silvestri:
Smartwatch Application for Horse Gaits Activity Recognition. 409-416 - José Clemente, WenZhan Song
Indoor Person Identification and Fall Detection through Non-intrusive Floor Seismic Sensing. 417-424 - Sili Wang, Fangyu Li, Maria Valero, José Clemente, Wenzhan Song
Tracking Underground Moving Targets with Wireless Seismic Networks. 425-433
Short Papers
- John C. Dogan, Md. Shafaeat Hossain:
A Novel Two-Step Fall Detection Method Using Smartphone Sensors. 434-438 - Ana Cristina Franco da Silva, Pascal Hirmer, Bernhard Mitschang:
Model-Based Operator Placement for Data Processing in IoT Environments. 439-443 - Ronald Doku
LightChain: On the Lightweight Blockchain for the Internet-of-Things. 444-448 - Jiyao Li, Vicki H. Allan:
A Ride-Matching Strategy For Large Scale Dynamic Ridesharing Services Based on Polar Coordinates. 449-453 - Naima Khan
Detecting Common Insulation Problems in Built Environments using Thermal Images. 454-458 - Weiling Chen, Chai Kiat Yeo
Unauthorized Parking Detection using Deep Networks at Real Time. 459-463
Work-in-Progress/Demo
- Richard Tomsett, Graham A. Bent, Christopher Simpkin, Ian J. Taylor, Daniel Harborne, Alun D. Preece, Raghu K. Ganti:
Demonstration of Dynamic Distributed Orchestration of Node-RED IoT Workflows Using a Vector Symbolic Architecture. 464-467 - Oluwashina Madamori, Esther Max-Onakpoya, Christan Grant
Using Delay Tolerant Networks as a Backbone for Low-Cost Smart Cities. 468-471 - José Clemente, Fangyu Li, Maria Valero, WenZhan Song
Demo: Contactless Device for Monitoring On-Bed Activities and Vital Signs. 472-474 - Valentina Salapura, David Wood, Shonda Adena Witherspoon, Keith Grueneberg, Elisa Bertino, Amani Abu Jabal, Seraphin B. Calo:
Generative Policy Framework for AI Training Data Curation. 475-477 - Khalid Mahmood, Kjell Orsborn, Tore Risch:
Comparison of NoSQL Datastores for Large Scale Data Stream Log Analytics. 478-480 - Lars Krupp, Agnes Grünerbl, Gernot Bahle, Paul Lukowicz:
Towards Automatic Semantic Models by Extraction of Relevant Information from Online Text. 481-483 - Dave Conway-Jones, Tiffany Tuor, Shiqiang Wang, Kin K. Leung:
Demonstration of Federated Learning in a Resource-Constrained Networked Environment. 484-486
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