• Publications
  • Influence
Graph Convolutional Networks for Text Classification
TLDR
This work builds a single text graph for a corpus based on word co-occurrence and document word relations, then learns a Text Graph Convolutional Network (Text GCN) for the corpus, which jointly learns the embeddings for both words and documents as supervised by the known class labels for documents.
Viewpoint Paper: Evaluating the State-of-the-Art in Automatic De-identification
TLDR
An overview of this de-identification challenge is provided, the data and the annotation process are described, the evaluation metrics are explained, the nature of the systems that addressed the challenge are discussed, the results of received system runs are analyzed, and directions for future research are identified.
Wiretap Channel With Side Information
TLDR
This paper finds the capacity region for (R,d) pairs, and in particular, if d is equal to Hs, the entropy of the data source, then it is implied that reliable transmission at rates up to C s is possible in perfect secrecy.
Bioactive Terpenoids and Flavonoids from Ginkgo Biloba Extract Induce the Expression of Hepatic Drug-Metabolizing Enzymes Through Pregnane X Receptor, Constitutive Androstane Receptor, and Aryl
TLDR
The results indicate that terpenoids and flavonoids of GBE exhibit differential induction of DMEs through the selective activation of PXR, CAR, and AhR.
Viewpoint Paper: Identifying Patient Smoking Status from Medical Discharge Records
TLDR
A Natural Language Processing (NLP) challenge on automatically determining the smoking status of patients from information found in their discharge records and analysis of the results highlighted the fact that discharge summaries express smoking status using a limited number of textual features.
Specification-based IDS for securing RPL from topology attacks
TLDR
This paper presents two novel RPL attacks of this type: the rank attack and local repair attack, and proposes an IDS architecture using network monitor backbone, and describes its monitoring mechanisms through a RPL finite state machine implemented in each monitor node.
Temperature Changes between Neighboring Days and Mortality in Summer: A Distributed Lag Non-Linear Time Series Analysis
TLDR
It is suggested that temperature changes between neighboring days might be an alternative temperature indicator for studying temperature-mortality relationship.
The impacts of internal threats towards Routing Protocol for Low power and lossy network performance
TLDR
This paper considers several new internal threats towards RPL, namely Rank attack, Local Repair attack, Neighbour attack and DIS attack, and studies how the network performance can be affected by those attacks through metrics such as end-to-end delay, delivery ratio and control overhead generated.
Optimal Locally Repairable Codes of Distance 3 and 4 via Cyclic Codes
TLDR
A class of optimal locally repairable codes of distances 3 and 4 with unbounded length is constructed (i.e., length of the codes is independent of the code alphabet size), through cyclic codes with particular generator and parity-check polynomials that are carefully chosen.
...
1
2
3
4
5
...