Ausgabe 20/2020
Special Issue on Advances in Bio-Inspired Intelligent Systems (pp. 15673/15844)/ Recent Advances in Deep Learning for Medical Image Processing (pp. 15845/16009)/ Applying Artificial Intelligence to the Internet of Things (pp. 16011/16233)
Inhalt (43 Artikel)
Comparison of offline and real-time human activity recognition results using machine learning techniques
Jozsef Suto, Stefan Oniga, Claudiu Lung, Ioan Orha
Automatic computer vision-based detection and quantitative analysis of indicative parameters for grading of diabetic retinopathy
Ashish Issac, Malay Kishore Dutta, Carlos M. Travieso
Neural networks fusion for temperature forecasting
José Gustavo Hernández-Travieso, Antonio G. Ravelo-García, Jesús B. Alonso-Hernández, Carlos M. Travieso-González
Comparison of SFS and mRMR for oximetry feature selection in obstructive sleep apnea detection
Sheikh Shanawaz Mostafa, Fernando Morgado-Dias, Antonio G. Ravelo-García
Writer identification approach by holistic graphometric features using off-line handwritten words
José L. Vásquez, Antonio G. Ravelo-García, Jesús B. Alonso, Malay Kishore Dutta, Carlos M. Travieso
Towards robust voice pathology detection
Pavol Harar, Zoltan Galaz, Jesus B. Alonso-Hernandez, Jiri Mekyska, Radim Burget, Zdenek Smekal
Correction to: Towards robust voice pathology detection
Pavol Harar, Zoltan Galaz, Jesus B. Alonso-Hernandez, Jiri Mekyska, Radim Burget, Zdenek Smekal
On the analysis of speech and disfluencies for automatic detection of Mild Cognitive Impairment
K. López-de-Ipiña, U. Martinez-de-Lizarduy, P. M. Calvo, B. Beitia, J. García-Melero, E. Fernández, M. Ecay-Torres, M. Faundez-Zanuy, P. Sanz
Control structure for a car-like robot using artificial neural networks and genetic algorithms
Camilo Andrés Cáceres Flórez, João Maurício Rosário, Dario Amaya
Evaluation and analysis of ear recognition models: performance, complexity and resource requirements
Žiga Emeršič, Blaž Meden, Peter Peer, Vitomir Štruc
Monitoring ALS from speech articulation kinematics
Pedro Gómez, Ana R. M. Londral, Andrés Gómez, Daniel Palacios, Victoria Rodellar
Design of sEMG-based clench force estimator in FPGA using artificial neural networks
Sheikh Shanawaz Mostafa, Md. Abdul Awal, Mohiuddin Ahmad, Fernando Morgado-Dias
Comparing different solutions for forecasting the energy production of a wind farm
Darío Baptista, João Paulo Carvalho, Fernando Morgado-Dias
A global monitoring system for electricity consumption and production of household roof-top PV systems in Madeira
Roham Torabi, Sandy Rodrigues, Nuno Cafôfo, Lucas Pereira, Filipe Quintal, Nuno Nunes, Fernando Morgado-Dias
Automatic lung segmentation in low-dose chest CT scans using convolutional deep and wide network (CDWN)
S. Akila Agnes, J. Anitha, J. Dinesh Peter
A deep convolutional neural network model for automated identification of abnormal EEG signals
Özal Yıldırım, Ulas Baran Baloglu, U. Rajendra Acharya
Detection of shockable ventricular arrhythmia using optimal orthogonal wavelet filters
Manish Sharma, Ru-San Tan, U. Rajendra Acharya
Enhanced vascular and osseous information fusion: disagreement of quantitative and qualitative analysis
Ayush Dogra, Bhawna Goyal, Sunil Agrawal, Urcun John Tanik, Sanjeev Kumar, Ramesh Sunder Nayak
A reliable framework for accurate brain image examination and treatment planning based on early diagnosis support for clinicians
Steven Lawrence Fernandes, U. John Tanik, V. Rajinikanth, K. Arvind Karthik
Prediction analytics of myocardial infarction through model-driven deep deterministic learning
Uzair Iqbal, Teh Ying Wah, Muhammad Habib ur Rehman, Jamal Hussain Shah
An integrated framework of skin lesion detection and recognition through saliency method and optimal deep neural network features selection
M. Attique Khan, Tallha Akram, Muhammad Sharif, Kashif Javed, Muhammad Rashid, Syed Ahmad Chan Bukhari
Deep architectures for high-resolution multi-organ chest X-ray image segmentation
Oscar Gómez, Pablo Mesejo, Oscar Ibáñez, Andrea Valsecchi, Oscar Cordón
Brain tumor detection: a long short-term memory (LSTM)-based learning model
Javaria Amin, Muhammad Sharif, Mudassar Raza, Tanzila Saba, Rafiq Sial, Shafqat Ali Shad
Brain tumor detection based on extreme learning
Muhammad Sharif, Javaria Amin, Mudassar Raza, Muhammad Almas Anjum, Humaira Afzal, Shafqat Ali Shad
ROI-based feature learning for efficient true positive prediction using convolutional neural network for lung cancer diagnosis
Supriya Suresh, Subaji Mohan
Firefly-inspired stochastic resonance for spectrum sensing in CR-based IoT communications
Haftu Tasew Reda, Abdun Mahmood, Abebe Diro, Naveen Chilamkurti, Suresh Kallam
BP neural network-based ABEP performance prediction for mobile Internet of Things communication systems
Lingwei Xu, Jingjing Wang, Han Wang, T. Aaron Gulliver, Khoa N. Le
Evidence of power-law behavior in cognitive IoT applications
Sujit Bebortta, Dilip Senapati, Nikhil Kumar Rajput, Amit Kumar Singh, Vipin Kumar Rathi, Hari Mohan Pandey, Amit Kumar Jaiswal, Jia Qian, Prayag Tiwari
Artificial intelligence based commuter behaviour profiling framework using Internet of things for real-time decision-making
Tharindu Bandaragoda, Achini Adikari, Rashmika Nawaratne, Dinithi Nallaperuma, Ashish Kr. Luhach, Thimal Kempitiya, Su Nguyen, Damminda Alahakoon, Daswin De Silva, Naveen Chilamkurti
Deep neural learning techniques with long short-term memory for gesture recognition
Deepak Kumar Jain, Aniket Mahanti, Pourya Shamsolmoali, Ramachandran Manikandan
An optimal pruning algorithm of classifier ensembles: dynamic programming approach
Omar A. Alzubi, Jafar A. Alzubi, Mohammed Alweshah, Issa Qiqieh, Sara Al-Shami, Manikandan Ramachandran
Deep neural network-based clustering technique for secure IIoT
Amrit Mukherjee, Pratik Goswami, Lixia Yang, Sumarga K. Sah Tyagi, U. C. Samal, S. K. Mohapatra
AI4SAFE-IoT: an AI-powered secure architecture for edge layer of Internet of things
Hamed HaddadPajouh, Raouf Khayami, Ali Dehghantanha, Kim-Kwang Raymond Choo, Reza M. Parizi
A hybrid classifier combination for home automation using EEG signals
Partha Pratim Roy, Pradeep Kumar, Victor Chang
Natural language understanding approaches based on joint task of intent detection and slot filling for IoT voice interaction
Pin Ni, Yuming Li, Gangmin Li, Victor Chang
AI for dynamic packet size optimization of batteryless IoT nodes: a case study for wireless body area sensor networks
Hamed Osouli Tabrizi, Fadi Al-Turjman
Artificial intelligence-based load optimization in cognitive Internet of Things
Wei Yao, Fazlullah Khan, Mian Ahmad Jan, Nadir Shah, Izaz ur Rahman, Abid Yahya, Ateeq ur Rehman
A deep neural network-based model for named entity recognition for Hindi language
Richa Sharma, Sudha Morwal, Basant Agarwal, Ramesh Chandra, Mohammad S. Khan
Machine learning and data analytics for the IoT
Erwin Adi, Adnan Anwar, Zubair Baig, Sherali Zeadally
Deep learning architecture to predict daily hospital admissions
Ricardo Navares, José L. Aznarte
Whale optimization algorithm: a systematic review of contemporary applications, modifications and developments
Nadim Rana, Muhammad Shafie Abd Latiff, Shafi’i Muhammad Abdulhamid, Haruna Chiroma
Resilient back-propagation approach in small-world feed-forward neural network topology based on Newman–Watts algorithm
Okan Erkaymaz
Fractional chaos maps with flower pollination algorithm for chaotic systems’ parameters identification
Dalia Yousri, Dalia Allam, Thanikanti Sudhakar Babu, Amr M. AbdelAty, Ahmed G. Radwan, Vigna. K. Ramachandaramurthy, M. B. Eteiba