TECHNICAL CHALLENGES AND EDGE-CUTTING TECHNOLOGIES FOR SMART ENVIRONMENTS
Armenian Khachkars: Towards an Automated Handling of Segmentation and Classification
N.Baloian, D. Biella, W. Luther, B. Panay, S. Peñafiel, J. A. Pino
GPS Drawing on Street Networks: Extracting Routes from Polygonal Coverings
N.Baloian, D. Biella, W. Luther
A Batching Cloaking Scheme for Continuous Location-Based Services
C. Faúndez, P. Galdames, and C. Gutierrez-Soto
Protecting Query Privacy Through Semantic Caching in Location-Based Services
F. Vera-Catricura, P. Galdames, C. Gutierrez-Soto, and A. Curiel
Automatic Image Classification Supported by Expert Knowledge
S.Peñafiel, B. Panay, N. Baloian, J. A. Pino, and W. Luther
Small is Beautiful – Temporal Accelerators for Embedded FPGAs
C.Cichiwskyj and G. Schiele
SMART HUMAN CENTERED COMPUTING
Online Collaborative Question Refinement Method to Increase Students’ Posed Question Quality
A. Nugraha, I. A. Wahono, J. Zhanghe, and T. Inoue
Promotion of Continuous Use of a Self-guided Mental Healthcare System by Using a Chatbot
T. Kamita, A. Matsumoto, T. Ito, and T. Inoue
Validation and Verification Assessment of Genetic Counseling and Testing
E. Auer and W. Luther
Explaining and Visualizing Recurrent Neural Network Decisions
D.Qaramyan and H. Khachatrian
Revisiting the Promotion Effectiveness Measurement in Retail
N. Baloian, J. Frez, C. Fuenzalida, B. Panay, S. Peñafiel, J. A. Pino, and H. Sanson
DATA SCIENCE AND INFORMATION-THEORETIC APPROACHES FOR SMART SYSTEMS
Enriching Word Vectors with Morphological Information
M. Mirakyan and H. Khachatrian
The Role of Alignment of Multilingual Contextualized Embeddings in Zeroshot Cross-Lingual Transfer for Event Extraction
K. Hambardzumyan, H. Khachatrian, and J. May
On the Tradeoff Between Accuracy and Fairness in Representation Learning
T. Galstyan and H. Khachatrian
Excess-Risk Consistency of Group-Hard Thresholding Estimator in Robust Estimation of Gaussian Mean
A. Minasyan
Current Approaches and Challenges for the Two-Party Privacy-Preserving Record Linkage (PPRL)
Y.Chen
Inner Bound of E-capacity-Equivocation Region for the Generalized Wiretap Channel
M. Haroutunian
ARTIFICIAL NEURAL NETWORKS AND DEEP LEARNING
A Survey on Deep Semi-Supervised Learning Algorithms
A. Vanyan and H. Khachatrian
On Machine Learning Powered Theorem Prover for Propositional Fragment of Minimal Logic
A.Baghdasaryan and H. Bolibekyan
Estimating Efficient Sampling Rates of Metrics for Training Accurate Machine Learning Models
T. A. Bunarjyan, A. N. Harutyunyan, A. V. Poghosyan, A.J. Han Vinck, Y. Chen, and N. A.Hovhannisyan
W-TSF: Time Series Forecasting with Deep Learning for Cloud Applications
A. Poghosyan, A. Harutyunyan, N. Grigoryan, C. Pang, G. Oganesyan, S. Ghazaryan, and N. Hovhannisyan
Fingerprinting Data Center Problems with Association Rules
A. N. Harutyunyan, N. M. Grigoryan, and A. V. Poghosyan
Intelligent Troubleshooting in Data Centers with Mining Evidence of Performance Problems
A. N. Harutyunyan, N. M. Grigoryan, A. V. Poghosyan, S. Dua, H.Antonyan, K. Aghajanyan, and B. Zhang
Learning Data Center Incidents for Automated Root Cause Analysis
A.V. Poghosyan, A. N. Harutyunyan, N. M. Grigoryan, and N. Kushmerick