AAAI-MAKE 2020
Combining Machine Learning and Knowledge Engineering in Practice - Volume I: Spring Symposium

Table of Contents

• Combining Machine Learning and Knowledge Engineering in Practice (AAAI-MAKE 2020) - Volume I: Spring Symposium
  Andreas Martin , Knut Hinkelmann

Regular Papers

• Domain Knowledge Aided Explainable Artificial Intelligence for Intrusion Detection and Response
  Sheikh Rabiul Islam , William Eberle , Sheikh K. Ghafoor , Ambareen Siraj , Mike Rogers
• Towards AI-based Solutions in the System Development Lifecycle
  Stephan Jüngling , Martin Peraic , Andreas Martin
• An Evaluation of Knowledge Graph Embeddings for Autonomous Driving Data: Experience and Practice
  Ruwan Wickramarachchi , Cory Henson , Amit Sheth
• Using Pre-trained Transformer Deep Learning Models to Identify Named Entities and Syntactic Relations for Clinical Protocol Analysis
  Miao Chen , Fang Du , Ganhui Lan , Victor Lobanov
• Completion Reasoning Emulation for the Description Logic EL+
  Aaron Eberhart , Monireh Ebrahimi , Lu Zhou , Cogan Shimizu , Pascal Hitzler
• ARO: A Memory-Based Approach to Environments with Perceptual Aliasing
  Ryan Regier , Owen Price , Alex Hadi , Zachary Faltersack , Andrew Nuxoll
• A Review on Intelligent Object Perception Methods Combining Knowledge-based Reasoning and Machine Learning
  Filippos Gouidis , Alexandros Vassiliades , Theodore Patkos , Antonis Argyros , Nick Bassiliades , Dimitris Plexousakis
• GiCoMAF: An Artificial Intelligence Algorithm to Utilize Maps for Operators of Unmanned Aerial Vehicles
  Yuval Zak , Yisrael Parmet , Tal Oron-Gilad
• Supporting Trust in Hybrid Intelligence Systems Using Blockchains
  Hans-Georg Fill , Felix Härer
• Common-Knowledge Concept Recognition for SEVA
  Jitin Krishnan , Patrick Coronado , Hemant Purohit , Huzefa Rangwala
• Using Learning Algorithms to Create, Exploit and Maintain Knowledge Bases: Principles of Constructivist Machine Learning
  Thomas Schmid
• Using Concepts to Understand Intelligent Agents
  Ole Meyer , Marc Hesenius , Volker Gruhn
• Cognitive Twin: A Cognitive Approach to Personalized Assistants
  Sterling Somers , Alessandro Oltramari , Christian Lebiere
• Knowledge Infused Learning (K-IL): Towards Deep Incorporation of Knowledge in Deep Learning
  Ugur Kursuncu , Manas Gaur , Amit Sheth
• Multi-PCA Driven Approach for Fault Detection and Root Cause Analysis of Process Equipment
  Jinendra K Gugaliya , Rahul Kumar Vij , Srini Ramaswamy , Lakshwin Shreesha M K
• Frequency-Based vs. Knowledge-Based Similarity Measures for Categorical Data
  Summaya Mumtaz , Martin Giese
• Case-Based System of User Interface Reverse Engineering
  Pavel Myznikov
• Novel Approach to Music Genre Classification using Clustering Augmented Learning Method (CALM)
  Soumya Suvra Ghosal , Indranil Sarkar
• Threshold Optimization in Multiple Binary Classifiers for Extreme Rare Events using Predicted Positive Data
  Edgar Robles , Fatima Zaidouni , Aliki Mavromoustaki , Payam Refael
• Mitigating Bias in Deep Nets with Knowledge Bases: the Case of Natural Language Understanding for Robots
  Martino Mensio , Emanuele Bastianelli , Ilaria Tiddi , Giuseppe Rizzo
• Supervised Visualization of Vocabulary Knowledge towards Explainable Support of Second Language Learners
  Yo Ehara

Short Papers

• PODNet: A Neural Network for Discovery of Plannable Options (short paper)
  Ritwik Bera , Vinicius G. Goecks , Gregory M. Gremillion , John Valasek , Nicholas R. Waytowich
• Vec2Struc: A Method Towards Explainable Structural-Based Node Embeddings (short paper)
  Srishti Tomar , Ryan Compton
• Combining Symbolic and Sub-symbolic AI in the Context of Education and Learning (short paper)
  Rainer Telesko , Stephan Jüngling , Phillip Gachnang
• Attribution-based Salience Method towards Interpretable Reinforcement Learning (short paper)
  Yuyao Wang , Masayoshi Mase , Masashi Egi
• Hitachi Materials Informatics Analytics Platform Assisting Rapid Development (short paper)
  Yoshihiro Osakabe , Akinori Asahara , Hidekazu Morita
• EM-algorithm Enpowers Material Science: Application of Inverse Estimation for Small Angle Scattering (short paper)
  Akinori Asahara , Hidekazu Morita , Kanta Ono , Masao Yano , Tetsuya Shoji , Kotaro Saito , Chiharu Mitsumata
• A Study in Practical Solutions to Sarcasm Detection with Machine Learning and Knowledge Engineering Techniques (short paper)
  Chia Zheng Lin , Michal Ptaszynski , Masui Fumito , Gniewosz Leliwa , Michal Wroczynski
• Legal Artificial Intelligence - Have You Lost a Piece from Jigsaw Puzzle? (short paper)
  Changlong Sun , Yating Zhang , Qiong Zhang , Xiaozhong Liu
• Tutor4RL: Guiding Reinforcement Learning with External Knowledge (short paper)
  Mauricio Fadel Argerich , Jonathan Fürst , Bin Cheng