An occupant-centered approach to improve both his comfort and the energy efficiency of the building

Evaluating the Quality of Machine Learning Explanations: A Survey on Methods and Metrics

(2021) Jianlong Zhou et al.   Electronics

Survey of similarity functions on neighborhood-based collaborative filtering

(2021) Halime Khojamli et al.   EXPERT SYSTEMS WITH APPLICATIONS

Interpretation of machine learning models using shapley values: application to compound potency and multi-target activity predictions

(2020) Raquel Rodríguez-Pérez et al.   JOURNAL OF COMPUTER-AIDED MOLECULAR DESIGN

Artificial Neural Network for the Thermal Comfort Index Prediction: Development of a New Simplified Algorithm

(2020) Domenico Palladino et al.   Energies

Machine Learning for Smart Building Applications

(2019) Djamel Djenouri et al.   ACM COMPUTING SURVEYS

An ANN-based fast building energy consumption prediction method for complex architectural form at the early design stage

(2019) Ziwei Li et al.   Building Simulation

Application of Artificial Neural Network for the Optimum Control of HVAC Systems in Double-Skinned Office Buildings

(2019) Byeongmo Seo et al.   Energies

Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI

(2019) Alejandro Barredo Arrieta et al.   Information Fusion

The Impact of Building Occupant Behavior on Energy Efficiency and Methods to Influence It: A Review of the State of the Art

(2018) Antonio Paone et al.   Energies

Artificial neural network models using thermal sensations and occupants’ behavior for predicting thermal comfort

(2018) Zhipeng Deng et al.   ENERGY AND BUILDINGS

Energy Optimization Using a Case-Based Reasoning Strategy

(2018) Alfonso González-Briones et al.   SENSORS

Explanation in artificial intelligence: Insights from the social sciences

(2018) Tim Miller   ARTIFICIAL INTELLIGENCE

A novel methodology to explain and evaluate data-driven building energy performance models based on interpretable machine learning

(2018) Cheng Fan et al.   APPLIED ENERGY

Case based reasoning with expert system and swarm intelligence to determine energy reduction in buildings energy management

(2017) Ricardo Faia et al.   ENERGY AND BUILDINGS

IEA EBC annex 53: Total energy use in buildings—Analysis and evaluation methods

(2017) Hiroshi Yoshino et al.   ENERGY AND BUILDINGS

A systematic review and taxonomy of explanations in decision support and recommender systems

(2017) Ingrid Nunes et al.   USER MODELING AND USER-ADAPTED INTERACTION

A modeling framework for optimal energy management of a residential building

(2016) Isha Sharma et al.   ENERGY AND BUILDINGS

Methods for benchmarking building energy consumption against its past or intended performance: An overview

(2014) Zhengwei Li et al.   APPLIED ENERGY

How should I explain? A comparison of different explanation types for recommender systems

(2014) Fatih Gedikli et al.   INTERNATIONAL JOURNAL OF HUMAN-COMPUTER STUDIES

An Evaluation and Implementation of Rule-Based Home Energy Management System Using the Rete Algorithm

(2014) Tomoya Kawakami et al.   TheScientificWorldJOURNAL

Selecting among five common modelling approaches for integrated environmental assessment and management

(2013) Rebecca A. Kelly (Letcher) et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Energy management systems: state of the art and emerging trends

(2013) S. Aman et al.   IEEE COMMUNICATIONS MAGAZINE

A decision support model for reducing electric energy consumption in elementary school facilities

(2012) Taehoon Hong et al.   APPLIED ENERGY

Real-Time Optimization Strategies for Building Systems

(2012) Victor M. Zavala   INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

Detecting Causality in Complex Ecosystems

(2012) G. Sugihara et al.   SCIENCE

Modeling building occupant network energy consumption decision-making: The interplay between network structure and conservation

(2011) Jiayu Chen et al.   ENERGY AND BUILDINGS

A hybrid knowledge-based approach to supporting the medical prescription for general practitioners: Real case in a Hong Kong medical center

(2011) S.L. Ting et al.   KNOWLEDGE-BASED SYSTEMS

Response–relapse patterns of building occupant electricity consumption following exposure to personal, contextualized and occupant peer network utilization data

(2010) Gabriel Peschiera et al.   ENERGY AND BUILDINGS

Ranking-order case-based reasoning for financial distress prediction

(2008) Hui Li et al.   KNOWLEDGE-BASED SYSTEMS