A unifying review of deep and shallow anomaly detection

L Ruff, JR Kauffmann, RA Vandermeulen… - Proceedings of the …, 2021 - ieeexplore.ieee.org
Deep learning approaches to anomaly detection (AD) have recently improved the state of
the art in detection performance on complex data sets, such as large collections of images or …

A review on outlier/anomaly detection in time series data

A Blázquez-García, A Conde, U Mori… - ACM computing surveys …, 2021 - dl.acm.org
Recent advances in technology have brought major breakthroughs in data collection,
enabling a large amount of data to be gathered over time and thus generating time series …

Transparency and replicability in qualitative research: The case of interviews with elite informants

H Aguinis, AM Solarino - Strategic management journal, 2019 - Wiley Online Library
Research Summary We used interviews with elite informants as a case study to illustrate the
need to expand the discussion of transparency and replicability to qualitative methodology …

Exploratory factor analysis: A guide to best practice

MW Watkins - Journal of black psychology, 2018 - journals.sagepub.com
Exploratory factor analysis (EFA) is a multivariate statistical method that has become a
fundamental tool in the development and validation of psychological theories and …

Necessary condition analysis (NCA): review of research topics and guidelines for good practice

J Dul, S Hauff, RB Bouncken - Review of Managerial Science, 2023 - Springer
Necessary condition analysis (NCA) is an increasingly used or suggested method in many
business and management disciplines including, for example, entrepreneurship, human …

The dark side of leadership: A systematic literature review and meta-analysis of destructive leadership research

JD Mackey, BP Ellen III, CP McAllister… - Journal of Business …, 2021 - Elsevier
The destructive leadership literature has grown remarkably in recent years. Although the
field has generated an impressive body of knowledge, we still have an incomplete …

How to conduct a meta-analysis in eight steps: a practical guide

C Hansen, H Steinmetz, J Block - Management Review Quarterly, 2022 - Springer
“Scientists have known for centuries that a single study will not resolve a major issue.
Indeed, a small sample study will not even resolve a minor issue. Thus, the foundation of …

A novel Sustainable Development Goal 7 composite index as the paradigm for energy sustainability assessment: A case study from Europe

RM Elavarasan, R Pugazhendhi, M Irfan, L Mihet-Popa… - Applied Energy, 2022 - Elsevier
Abstract The Sustainable Development Goal 7 endeavors to ameliorate the energy system
towards sustainability. Monitoring the country's progress to the goal will be of utmost for the …

Advancing qualitative entrepreneurship research: Leveraging methodological plurality for achieving scholarly impact

E Van Burg, J Cornelissen, W Stam… - … Theory and Practice, 2022 - journals.sagepub.com
This editorial aims to advance the use of qualitative research methods when studying
entrepreneurship. First, it outlines four characteristics of the domain of entrepreneurship that …

The moderating influence of environmental consciousness and recycling intentions on green purchase behavior

P Kautish, J Paul, R Sharma - Journal of Cleaner Production, 2019 - Elsevier
This article examines the moderating influence of environmental consciousness and
recycling intentions on green purchase behavior (GPB) in an emerging economy. Through …