International Journal of Intelligent Computing and Cybernetics: Volume 15 Issue 4

A machine learning pipeline for fuel-economical driving model

Neetika Jain, Sangeeta Mittal

A cost-effective way to achieve fuel economy is to reinforce positive driving behaviour. Driving behaviour can be controlled if drivers can be alerted for behaviour that results…

Custom emoji based emotion recognition system for dynamic business webpages

Fatima Isiaka, Zainab Adamu

One of the contributions of artificial intelligent (AI) in modern technology is emotion recognition which is mostly based on facial expression and modification of its inference…

Pythagorean fuzzy prioritized aggregation operators with priority degrees for multi-criteria decision-making

Hafiz Muhammad Athar Farid, Muhammad Riaz

The authors develop some prioritized operators named Pythagorean fuzzy prioritized averaging operator with priority degrees and Pythagorean fuzzy prioritized geometric operator…

Intelligent approach of score-based artificial fish swarm algorithm (SAFSA) for Parkinson's disease diagnosis

Syed Haroon Abdul Gafoor, Padma Theagarajan

Conventional diagnostic techniques, on the other hand, may be prone to subjectivity since they depend on assessment of motions that are often subtle to individual eyes and hence…

Designing a locating-routing three-echelon supply chain network under uncertainty

Leila Hashemi, Armin Mahmoodi, Milad Jasemi, Richard C. Millar, Jeremy Laliberté

In the present research, location and routing problems, as well as the supply chain, which includes manufacturers, distributor candidate sites and retailers, are explored. The…

Robust multifocus deep neural network for progression prediction on patient trajectory data

K. Arunkumar, S. Vasundra

Patient treatment trajectory data are used to predict the outcome of the treatment to particular disease that has been carried out in the research. In order to determine the…

Fuzzy-based metaheuristic algorithm for optimization of fuzzy controller: fault-tolerant control application

Himanshukumar Rajendrabhai Patel

Fuzzy-based metaheuristic algorithm is used to optimize the fuzzy controllers for the nonlinear level control system subject to uncertainty specially in the main actuator that has…

A multi-preference integrated algorithm (MPIA) for the deep learning-based recommender framework (DLRF)

Vikram Maditham, N. Sudhakar Reddy, Madhavi Kasa

The deep learning-based recommender framework (DLRF) is based on an improved long short-term memory (LSTM) structure with additional controllers; thus, it considers contextual…

Integrated dominating and hit set-inspired unequal clustering-based data aggregation in wireless sensor networks

G. Vennira Selvi, V. Muthukumaran, A.C. Kaladevi, S. Satheesh Kumar, B. Swapna

In wireless sensor networks, improving the network lifetime is considered as the prime objective that needs to be significantly addressed during data aggregation. Among the…