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2nd AI4I 2019: Laguna Hills, CA, USA
- Second International Conference on Artificial Intelligence for Industries, AI4I 2019, Laguna Hills, CA, USA, September 25-27, 2019. IEEE 2019, ISBN 978-1-7281-4087-2
Session 3.1: AI4I - Machine Learning and AI in Natural LanguageProcessing
- Mohammed M. Abu Shquier:
Novel Prototype for Handling Arabic Natural Language Processing: Smart Morphological Analyser. 1-8 - Alberto C. Cruz, Yiannis Ampatzidis, Luigi De Bellis, Roberto Pierro
, Alessandra Panattoni, Alberto Materazzi, Andrea Luvisi:
Automatic Diagnosis of Olive Quick Decline Syndrome and Grapevine Yellows for the Agriculture Industry. 9-12 - Márcio Ferreira Moreno, Wallas Henrique S. dos Santos, Rodrigo C. M. Santos, Isabela Ramos, Renato Cerqueira:
Supporting Soccer Analytics through HyperKnowledge Specifications. 13-16 - Athanasios I. Kyritsis, Michel Deriaz:
A Machine Learning Approach to Waiting Time Prediction in Queueing Scenarios. 17-21
Session 3.2: AI4I - Multimedia Information Retrieval and Manufacturing
- Schirin Baer, Jupiter Bakakeu, Richard Meyes, Tobias Meisen
Multi-Agent Reinforcement Learning for Job Shop Scheduling in Flexible Manufacturing Systems. 22-25 - Ralf Gulde, Marc Tuscher, Akos Csiszar, Oliver Riedel
Reinforcement Learning Approach to Vibration Compensation for Dynamic Feed Drive Systems. 26-29 - Lukas Schnabel, Stephan Matzka
Impact of Anonymization on Vehicle Detector Performance. 30-34 - Franziska Schäfer, Erik Schwulera, Heiner Otten, Jörg Franke
From Descriptive to Predictive Six Sigma: Machine Learning for Predictive Maintenance. 35-38
Session 3.3: AI4I - Artificial Intelligence and Industry 4.0
- Moritz Höser:
Modeling a Data Landscape for Intelligent Systems in Industry 4.0. 39-43 - Ilana Golbin, Kyungha Kay Lim, Divyanshi Galla:
Curating Explanations of Machine Learning Models for Business Stakeholders. 44-49 - Sandro Rama Fiorini, Vítor Lourenço, Rodrigo C. M. Santos, Polyana B. da Costa, Márcio Ferreira Moreno:
Towards Leveraging the Music Industry with Hyperknowledge. 50-53 - Benjamin Kaiser, Alexander Verl:
Interpolation of CNC Toolpaths using Generative Adversarial Networks. 54-57
Session 4.4: AI4I - Best Paper Session
- Bai Li, Nanyi Jiang, Joey Sham, Henry Shi, Hussein Fazal:
Real-World Conversational AI for Hotel Bookings. 58-62 - James Obert, Adrian R. Chavez:
Graph-Based Event Classification in Grid Security Gateways. 63-66 - Xingyu Li, Karunesh Arora, Saman Alaniazar:
Mixed-Model Text Classification Framework Considering the Practical Constraints. 67-70
Session 7.1: AI4I - Robotics Application and Haptic Data Communication
- Qiangqiang Ouyang, Juan Wu, Zhiyong Cao:
Haptic Data Acquisition for Perceived Roughness and Hardness of Texture. 71-74 - Jau-Woei Perng, Chiao-Sheng Wang, Yun-Chu Tsai, Yu-Cheng Chang:
Robotic arm Object Detection System. 75-78 - Florian Jaensch, Akos Csiszar, Janik Sarbandi, Alexander Verl:
Reinforcement Learning of a Robot Cell Control Logic using a Software-in-the-Loop Simulation as Environment. 79-84 - Marjan Momtazpour, Pejman Khadivi:
Sales Promotions and Resource Optimization in Sustainable Fashion. 85-88
Session 9.3: AI4I - Chatbots and Fraud Detection
- Fanghui Xue, Jack Xin, Jiancheng Lyu, Shuai Zhang, Yingyong Qi:
Short Paper: A Multistage Backward Differentiable Method for Constructing Light Convolutional Neural Networks. 89-90 - Xinyi Hu, Haiwen Chen, Ranxin Zhang:
Short Paper: Credit Card Fraud Detection using LightGBM with Asymmetric Error Control. 91-94 - Darielson A. Souza
Short Paper: Identification by Recursive Least Squares with RMO Applied to a Robotic Manipulator. 95-96
Session 10.1: AI4I - Neural Networks and Network Security
- Biao Yang, Jiancheng Lyu, Shuai Zhang, Yingyong Qi, Jack Xin:
Channel Pruning for Deep Neural Networks Via a Relaxed Groupwise Splitting Method. 97-98 - Martin Roesch
Industrial Load Management using Multi-Agent Reinforcement Learning for Rescheduling. 99-102 - Zhichao Du, Menghan Wang, Zhewen Xu:
On Estimation of Value-at-Risk with Recurrent Neural Network. 103-106 - Andrzej Maciol, Stanislaw Jedrusik, Andrzej Palinski
How to Increase Effectiveness of Inference in Rule-Based Systems. 107-110
Session 10.2: AI4I - System Intelligence Applications
- Gregg Willcox, Louis B. Rosenberg
Short Paper: Swarm Intelligence Amplifies the IQ of Collaborating Teams. 111-114 - Max Busch, Guenther Schuh, Christoph Kelzenberg, Johan de Lange:
Short Paper: Development of Production Planning and Control through the Empowerment of Artificial Intelligence. 115-118 - Lahiru Laminda Abeysekara
Short Paper: Neuromorphic Chip Embedded Electronic Systems to Expand Artificial Intelligence. 119-121
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