6,517 research outputs found
Towards Understanding Egyptian Arabic Dialogues
Labelling of user's utterances to understanding his attends which called
Dialogue Act (DA) classification, it is considered the key player for dialogue
language understanding layer in automatic dialogue systems. In this paper, we
proposed a novel approach to user's utterances labeling for Egyptian
spontaneous dialogues and Instant Messages using Machine Learning (ML) approach
without relying on any special lexicons, cues, or rules. Due to the lack of
Egyptian dialect dialogue corpus, the system evaluated by multi-genre corpus
includes 4725 utterances for three domains, which are collected and annotated
manually from Egyptian call-centers. The system achieves F1 scores of 70. 36%
overall domains.Comment: arXiv admin note: substantial text overlap with arXiv:1505.0308
Cooperative Access in Cognitive Radio Networks: Stable Throughput and Delay Tradeoffs
In this paper, we study and analyze fundamental throughput-delay tradeoffs in
cooperative multiple access for cognitive radio systems. We focus on the class
of randomized cooperative policies, whereby the secondary user (SU) serves
either the queue of its own data or the queue of the primary user (PU) relayed
data with certain service probabilities. The proposed policy opens room for
trading the PU delay for enhanced SU delay. Towards this objective, stability
conditions for the queues involved in the system are derived. Furthermore, a
moment generating function approach is employed to derive closed-form
expressions for the average delay encountered by the packets of both users.
Results reveal that cooperation expands the stable throughput region of the
system and significantly reduces the delay at both users. Moreover, we quantify
the gain obtained in terms of the SU delay under the proposed policy, over
conventional relaying that gives strict priority to the relay queue.Comment: accepted for publication in IEEE 12th Intl. Symposium on Modeling and
Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt), 201
- …