Curriculum manager for source selection in multi-source domain adaptation

L Yang, Y Balaji, SN Lim, A Shrivastava - Computer vision–ECCV 2020 …, 2020 - Springer
… weights for source samples at each iteration, which maximizes the … source selection ability
of our approach. We conduct two sets of experiments: (i) visualizations of the source selection

Cognitive network science: A review of research on cognition through the lens of network representations, processes, and dynamics

CSQ Siew, DU Wulff, NM Beckage, YN Kenett - Complexity, 2019 - Wiley Online Library
… We argue that a network science approach can provide a … in networks, existing algorithms
aim to maximize connectivity within … The ability of community detection algorithms to describe a …

A utility optimization approach to network cache design

M Dehghan, L Massoulie, D Towsley… - … on Networking, 2019 - ieeexplore.ieee.org
network model considered in this paper, and Section IV describes our approach in designing
utility maximizing … VI, we derive the utility functions maximized by LRU and FIFO caches. In …

Optimal UAV caching and trajectory in aerial-assisted vehicular networks: A learning-based approach

H Wu, F Lyu, C Zhou, J Chen, L Wang… - IEEE Journal on …, 2020 - ieeexplore.ieee.org
networks in delivering high-bandwidth content files. Aiming at maximizing the overall
network throughput, we formulate a joint caching and trajectory optimization (JCTO) problem to …

[HTML][HTML] Network optimizations in the Internet of Things: A review

NN Srinidhi, SMD Kumar, KR Venugopal - … Science and Technology, an …, 2019 - Elsevier
… , convex optimization (b) Greedy approach which provides optimal solution … network
parameters to maximize network lifetime. Most of the algorithm helps in network lifetime maximization

SDN-enabled energy-efficient routing optimization framework for industrial Internet of Things

F Naeem, M Tariq, HV Poor - IEEE Transactions on Industrial …, 2020 - ieeexplore.ieee.org
… problem from the perspective of the SDN in an IIoT-based smart healthcare network, while
selecting optimal routes for maximizing the BC capacity in terms of bandwidth and energy by …

Intelligent trust-based utility and reusability model: Enhanced security using unmanned aerial vehicles on sensor nodes

SK Sahoo, N Mudligiriyappa, AA Algethami… - Applied Sciences, 2022 - mdpi.com
network survives through this choice of sink. As there is variation in the network size while it
increases, the proposed approach … While considering a maximized P U A V s through which …

An energy-efficient region source routing protocol for lifetime maximization in WSN

C Xu, Z Xiong, G Zhao, S Yu - IEEE Access, 2019 - ieeexplore.ieee.org
maximize the network lifetime of the WSN, we propose a novel energy efficient region source
… [32] proposed a hybrid hierarchical clustering approach (HHCA) by considering a hybrid of …

On community structure in complex networks: challenges and opportunities

H Cherifi, G Palla, BK Szymanski, X Lu - Applied Network Science, 2019 - Springer
… We discuss modularity and the use of modularity maximization as the basis for community
… to the observed network data. Such approach assumes the observed network is produced …

Routing in wireless sensor networks using optimization techniques: A survey

Z Al Aghbari, AM Khedr, W Osamy, I Arif… - Wireless Personal …, 2020 - Springer
… energy consumption and maximizing network lifetime. Various optimization techniques are
… This approach improves network lifetime by uniformly draining sensor nodes energy. This …