Journal of Ambient Intelligence and Humanized Computing
Papers 3,113
1 page of 312 pages (3,113 results)
Melanoma is a very common type of skin cancer that is an out-of-control growth of the cell. The detection of melanoma is very crucial in clinical practice due to irregularity in the shape of border and difference of tissue. Even though there are several methods proposed in literature, the identification of melanoma is still a complex process. This work proposes a novel Color Local Directional Pattern-based feature extraction technique for the classification of the skin cancer images. Along with ...
#1Antonio Greco (UNISA: University of Salerno)H-Index: 10
#2Alessia Saggese (UNISA: University of Salerno)H-Index: 19
Last. Vincenzo VigilanteH-Index: 5
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In the era of deep learning, the methods for gender recognition from face images achieve remarkable performance over most of the standard datasets. However, the common experimental analyses do not take into account that the face images given as input to the neural networks are often affected by strong corruptions not always represented in standard datasets. In this paper, we propose an experimental framework for gender recognition “in the wild”. We produce a corrupted version of the popular LFW+...
#1Pooja Verma (Indira Gandhi National Tribal University)H-Index: 3
#2Raghav Prasad Parouha (Indira Gandhi National Tribal University)H-Index: 8
An advanced hybrid algorithm (haDEPSO) is proposed in this paper for constrained optimization problems, based on a multi-population approach. It integrated with suggested advanced differential evolution (aDE) and particle swarm optimization (aPSO). In aDE a novel mutation strategy, crossover probability and random nature selection scheme are introduced, to avoid premature convergence. And aPSO consists of novel gradually varying parameters, to avoid stagnation. The convergence characteristic of ...
This paper presents a novel energy-efficient Radio Frequency (RF) Energy Harvesting (EH) scheme for secrecy performance in Internet of Things (IoT) network using cooperative communication approach under dissimilar faded channel environments. We have combined the concept of Destination Based Jamming (DBJ) with power beacon aided EH in our model. This paper provides three scenarios when the links undergo rayleigh fading, weibull fading, and nakagami-q (hoyt) fading where the effect of fading on th...
#1Mehdi Hosseinzadeh (Gachon University)H-Index: 37
#2Elham Azhir (IAU: Islamic Azad University)H-Index: 4
Last. Bay Vo (VNUHCM-UT: Ho Chi Minh City University of Technology)H-Index: 25
view all 7 authors...
With the evolution of new technologies, the production of digital data is constantly growing. It is thus necessary to develop data management strategies in order to handle the large-scale datasets. The data gathered through different sources, such as sensor networks, social media, business transactions, etc. is inherently uncertain due to noise, missing values, inconsistencies and other problems that impact the quality of big data analytics. One of the key challenges in this context is to detect...
#1Arijit Mondal (Vidyasagar University)H-Index: 1
#2Sankar Kumar Roy (Vidyasagar University)H-Index: 23
Last. Sudipta Midya (Vidyasagar University)H-Index: 12
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Embedding sustainability in a distribution system solves major concerns appearing during wielding a distribution process. Therefore, this study explores a novel integrated model by developing sustainability in a multi-objective multi-item multi-choice step fixed-charge solid transportation problem under an intuitionistic fuzzy environment by considering economic, customers’ satisfaction and social aspects. Uncertainty in the parameters of the proposed model is handled by treating those as triang...
#1Xin Zhu (Beijing Union University)
#2Chunchun Chen (Beijing Union University)
Last. Yunyao Hu (SWFU: Southwest Forestry University)
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This paper takes smart city as an example, combining with online and offline aggregation services to explore the possible way out of county community governance innovation. In this white paper, community governance of online and offline aggregate services depends on the various assets and functions of the community, acts in collaboration with community stakeholders, and prevents and resists contingencies. Defined as a community with the ability to self-organize, self-adapt, and self-heal Interfe...
#1Min-Young Lee (SKKU: Sungkyunkwan University)H-Index: 6
#2Eunil Park (SKKU: Sungkyunkwan University)H-Index: 29
Voice phishing, or vishing, is a phishing phone call in which an attacker lures receivers into providing personal their information. Damage from vishing is a serious problem worldwide and is increasing in frequency. Therefore, this study is aimed at detecting vishing in real time. Owing to the absence of research on spam detection using low-resource languages, we detect vishing in the Korean language using basic machine-learning models. We collected actual vishing damage data and converted the v...
#1Sourodeep Roy (Jadavpur University)
#2Debjit Sarkar (Jadavpur University)
Last. Ram Sarkar (Jadavpur University)H-Index: 23
view all 4 authors...
Recent years have witnessed the surge of graph neural networks (GNNs) in various research fields. Compared to the convolutional neural networks (CNNs), GNNs happen to be more powerful and comprehensive as they use graphs to learn an embedding that contains information about the neighbourhood of a target node in a graph. Hence, GNN models have achieved exemplary performance in many tasks such as node classification, link prediction, and graph classification. In this work, we have come up with a s...
#1Sreemana Datta (National Institute of Technology, Patna)H-Index: 1
#2Sonal Kumar (National Institute of Technology, Patna)
Last. Ayan Kumar Das (BIT Mesra: Birla Institute of Technology, Mesra)H-Index: 7
view all 4 authors...
Forest fires can have multiple engenderers including lighting and thunder, unauthorized human exercises, and unrestrained fire projects. In addition to precautions, quick detection, immediate communication, and prompt response are critical to keeping losses to life and property at bay. This work presents Sybil-secured Smart Forest Fire Surveillance based on Blockchain Technology. This work encompasses a detailed three-layer architecture consisting of IoT Layer (sensors planted in the forest), Fo...
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