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Improving efficiency of inference in clinical trials with external control data
Suppose we are interested in the effect of a treatment in a clinical tri...
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Multi-Label Activity Recognition using Activity-specific Features
We introduce an approach to multi-label activity recognition by extracti...
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Deep Survival Machines: Fully Parametric Survival Regression and Representation Learning for Censored Data with Competing Risks
We describe a new approach to estimating relative risks in time-to-event...
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Puncturable Signatures and Applications in Proof-of-Stake Blockchain Protocol
Proof-of-stake (PoS) blockchain protocols are emerging as one of the mos...
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BERTSel: Answer Selection with Pre-trained Models
Recently, pre-trained models have been the dominant paradigm in natural ...
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Everyone is a Cartoonist: Selfie Cartoonization with Attentive Adversarial Networks
Selfie and cartoon are two popular artistic forms that are widely presen...
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Multi-stream Network With Temporal Attention For Environmental Sound Classification
Environmental sound classification systems often do not perform robustly...
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Tri-axial Self-Attention for Concurrent Activity Recognition
We present a system for concurrent activity recognition. To extract feat...
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Differential Evolution with Nearest & Better Option for Function Optimization
Differential evolution is the conventional algorithm with the fastest co...
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Multimodal Affective Analysis Using Hierarchical Attention Strategy with Word-Level Alignment
Multimodal affective computing, learning to recognize and interpret huma...
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Whale swarm algorithm with iterative counter for multimodal function optimization
Most real-world optimization problems often come with multiple global op...
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Evaluation of Trace Alignment Quality and its Application in Medical Process Mining
Trace alignment algorithms have been used in process mining for discover...
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Whale swarm algorithm for function optimization
Increasing nature-inspired metaheuristic algorithms are applied to solvi...
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Online People Tracking and Identification with RFID and Kinect
We introduce a novel, accurate and practical system for real-time people...
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Concurrent Activity Recognition with Multimodal CNN-LSTM Structure
We introduce a system that recognizes concurrent activities from real-wo...
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