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Intelligent and Fuzzy Systems : Digital Acceleration and The New Normal - Proceedings of the INFUS 2022 Conference, Volume 2
other
Editor(s):
Cengiz Kahraman
,
A. Cagri Tolga
,
Sezi Cevik Onar
,
Selcuk Cebi
,
Basar Oztaysi
,
Irem Ucal Sari
Publication date
(Print):
2022
Publisher:
Springer International Publishing
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There is no author summary for this book yet. Authors can add summaries to their books on ScienceOpen to make them more accessible to a non-specialist audience.
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International Multidisciplinary Conference Proceedings
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Book
ISBN (Print):
978-3-031-09175-9
ISBN (Electronic):
978-3-031-09176-6
Publication date (Print):
2022
DOI:
10.1007/978-3-031-09176-6
SO-VID:
c1eaf11c-d409-41db-9b47-348ed55a1446
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Book chapters
pp. 3
An Improved Animal Migration Optimization Approach for Extreme Learning Machine Tuning
pp. 14
Store-based Demand Forecasting of a Company via Ensemble Learning
pp. 24
Prediction of the Future Success of Candidates Before Recruitment with Machine Learning: A Case Study in the Banking Sector
pp. 36
Effectiveness of Social Media in Stock Market Price Prediction Based on Machine Learning
pp. 44
Deep Learning-Based Cancerous Lung Nodule Detection in Computed Tomography Imageries
pp. 53
Improving Disease Diagnosis with Integrated Machine Learning Techniques
pp. 62
Explanation of Machine Learning Classification Models with Fuzzy Measures: An Approach to Individual Classification
pp. 70
A Machine Learning Based Method for Automatic Identification of Disaster Related Information Using Twitter Data
pp. 77
Human Activity Recognition with Smart Watches Using Federated Learning
pp. 86
Prediction of Gross Movie Revenue in the Turkish Box Office Using Machine Learning Techniques
pp. 93
Prospects for the Development of Transport Logistics and a Fuzzy Logic Model of the Strategic Goals of the Logistics System of Azerbaijan
pp. 101
A Multi-channel Deep Learning Architecture for Understanding the Urban Scene Semantics
pp. 109
Forecasting Greenhouse Gas Emissions Based on Different Machine Learning Algorithms
pp. 117
The Computation Trend of Fuzzy Rules for Effective Decision Support Mechanism on Basis of Supervised Learning for Multiple Periods
pp. 124
Intelligent Systems Utilization in Recommender Systems: A Reinforcement Learning Approach
pp. 131
Equity Portfolio Optimization Using Reinforcement Learning: Emerging Market Case
pp. 140
Marketing Campaign Management Using Machine Learning Techniques: An Uplift Modeling Approach
pp. 148
Real Time Big Data Analytics for Tool Wear Protection with Deep Learning in Manufacturing Industry
pp. 156
Instinctive Data Analysis in Machine Learning and Summary Exhibitor
pp. 166
A Supervised Learning Approach to Store Choice Behavior Modeling Using Consumer Panel Metrics
pp. 173
Categorization of the Models Based on Structural Information Extraction and Machine Learning
pp. 182
Improving and Assessing the Prediction Capability of Machine Learning Algorithms for Breast Cancer Diagnosis
pp. 190
A Supervised Learning Algorithms for Consumer Product Returns Case Study for FLO Offline Stores
pp. 199
Evaluation Model for Supply Chain Agility in a Fuel Oil Supply Company
pp. 208
Efficiency Evaluation of Wastewater Treatment Plants Through Interval Data Envelopment Analysis: A Case Study in Turkey
pp. 216
Feature Selection and Feature Extraction-Aided Classification Approaches for Disease Diagnosis
pp. 225
Risk Assessment of WtE Plants by Using a Modified Fuzzy SCEA Approach
pp. 233
An Intelligent Retinal Fundus Image Label Sharing Method by Domain Transformation Technique
pp. 242
The Effect of Trust and Price on Satisfaction and Intention to Online Group Buying
pp. 250
Kidney Transplantation and Allocation Decision Support Analysis Under COVID-19 Uncertainty
pp. 263
A Forecasting Study of Covid-19 Epidemic: Turkey Case
pp. 272
Social Influence in Fuzzy Group Decision Making with Applications
pp. 280
Predicting Firms’ Performances in Customer Complaint Management Using Machine Learning Techniques
pp. 288
Hybrid Models for Vendor Selection Problem in Software Industry: A Pilot Case Study
pp. 296
Supply Chain Network (SCN) Resilient Pattern Recognition and Intelligent Strategy Recommender Approach for the Post-COVID-19 Era
pp. 308
Remote Access and Management of Plants Experience During Pandemics Time Across the World
pp. 317
An Autonomous UAV Based Rail Tracking and Sleeper Inspection with Light-Weight Line Segmentation Approach
pp. 325
Modeling Urban Human Mobility and Predicting Planning Transportation Facilities Using K-Means Clustering Algorithm
pp. 336
Air Cargo Competition with Modern Layout Methods
pp. 348
Performance of Simultaneous Perturbation Stochastic Approximation for Feature Selection
pp. 355
Intelligent Container Repositioning with Depot Pricing Policies
pp. 364
Improving the Performance of a Network of Signalized Roundabouts via Microscopic Traffic Simulation Tool
pp. 372
Decarbonization of Turkey: Text Mining Based Topic Modeling for the Literature
pp. 380
The STAMP€ IT Platform: Digitalisation for Modelers
pp. 391
Development of Secure Platform for Innovative Processes Implementation in Scientific and Industrial Cluster by VPN Network Segment Differentiation
pp. 400
Performance Measurement of Healthcare: A Case Study for Pilot Hospital
pp. 409
Store Segmentation in Retail Industry Using Clustering Algorithms
pp. 417
A Comparative Study of Artificial Intelligence Based Methods for Abnormal Pattern Identification in SPC
pp. 426
A Capacity Allocation Model for Air Cargo Industry: A Case Study
pp. 438
Analysis of Covid-19 News Using Text Mining Techniques
pp. 446
Development of Digital Twin for Centrifugal Rotating Equipment Assets
pp. 456
Prediction of Stock Price Movements Using Statistical and Hybrid Regression Techniques to Reduce Diversify Risk
pp. 463
Lung CT Image Enhancement Using Improved Linear Iterative Clustering for Tumor Detection in the Juxta Vascular Region
pp. 472
A Novel Comprehensive Decision-Making Criteria Weights Proposition Under Fuzzy Preference Judgments for Project Type Selection in the Shipbuilding Industry
pp. 480
Assessment of Long - Short Term Relation Between Category Sales and IoT Sensors: A FMCG Retailer Application
pp. 488
Pilot Location Selection for Cargomatics: Contactless Parcel Pick-Up Points
pp. 497
Markovian Decision Process Modeling Approach for Intervention Planning of Partially Observable Systems Prone to Failures
pp. 505
Combined Approach to Evaluation of Microcredit Borrowers Solvency
pp. 514
Recommendations on Streaming Data: E-Tourism Event Stream Processing Recommender System
pp. 524
Determining Annual and Monthly Sales Targets for Stores and Product Categories in FMCG Retail
pp. 531
The Effect of Seed Value Choice in an Incomplete Fuzzy Preference Relations Guided by Social Influence
pp. 540
Evaluation of Cryptocurrencies Dynamically Based on Users’ Preferences Using AHP
pp. 548
A GRASP Algorithm for Multi-objective Airport Gate Assignment Problem
pp. 558
Preprocessing Approach Using BADF Filter in MRI Images for Brain Tumor Detection
pp. 568
Intelligent Scheduling and Routing of a Heterogenous Fleet of Automated Guided Vehicles (AGVs) in a Production Environment with Partial Recharge
pp. 579
A MCDM Method for Measuring Digital Capability Maturity Based on Linguistic Variables and Fuzzy Integral
pp. 588
Formalized Deduction of Semantics-Consistent and Quantifier-Dyadic Syllogisms
pp. 606
Social Sentiment Analysis for Prediction of Cryptocurrency Prices Using Neuro-Fuzzy Techniques
pp. 617
Exploring the Critical Factors of Digital Transformation Based on Linguistic Variables and DEMATEL
pp. 626
Sentiment Analysis of Elon Musk’s Twitter Data Using LSTM and ANFIS-SVM
pp. 639
Review of Descriptive Analytics Under Fuzziness
pp. 646
Fuzzy Centrality Measures: A Survey
pp. 655
Review of Fuzzy Multi-criteria Decision Making Methods for Intelligent Supplier Selection
pp. 667
Domination in Pythagorean Neutrosophic Graphs with an Application in Fuzzy Intelligent Decision Making
pp. 676
Game Level Design in Mobile Gaming Industry: Fuzzy Pythagorean Similarity Approach
pp. 684
A Decision Making Approach Using Linear Diophantine Fuzzy Sets with Dombi Operations
pp. 693
IoT Platform Selection Using Interval Valued Intuitionistic Fuzzy TOPSIS
pp. 702
Interval-Valued Pythagorean Fuzzy AHP&TOPSIS for ERP Software Selection
pp. 713
Stabilization of a Fuzzy Controller Using an Interval Type-2 Fuzzy System Designed with the Bee Colony Optimization Algorithm
pp. 722
Optimal Design and Internet of Things Implementation of a General Type-2 Classifier for Blood Pressure Levels
pp. 730
Parameter Adaptation in Harmony Search with Shadowed Type-2 Fuzzy Approach for Designing Optimized Interval Type-2 Fuzzy Controllers
pp. 739
Diagnosis of Diabetes Using Type-2 Fuzzy System
pp. 751
Neutrosophic Hesitant Fuzzy Optimization Approach for Multiobjective Programming Problems
pp. 763
How to Make Decisions with Uncertainty Using Hesitant Fuzzy Sets?
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